# AllMCPs - The Definitive Model Context Protocol Directory

> AllMCPs (https://allmcps.com) is the open directory of Model Context Protocol (MCP) servers, tools, and integrations for AI agents, Claude Desktop, Cursor, and custom LLMs.

## Directory Overview
- **Total MCP Servers:** 3283
- **Categories:** 💰 Finance & Fintech, 🎥 Multimedia Process, 🌐 Social Media, 📟 Embedded System, 🔎 Search & Data Extraction, 🛠️ Other Tools and Integrations, 🧠 Knowledge & Memory, 🔒 Security, 📊 Data Platforms, 🔗 Aggregators, 💻 Developer Tools, 📂 Browser Automation, 🎮 Gaming, ☁️ Cloud Platforms, 🤖 Coding Agents, 🏢 Workplace & Productivity, 📂 File Systems, 🎨 Art & Culture, 🗺️ Location Services, 🧮 Data Science Tools, 🔒 Delivery, 📊 Monitoring, 💬 Communication, 🎯 Marketing, ⚖️ Legal, 🔄 Version Control, 🔮 Spirituality & Esoterica, 🎓 Education, 🛒 E-Commerce, 🔬 Research, 📋 Product Management, 📐 Architecture & Design, 🎧 Support & Service Management, 🗄️ Databases, 🚆 Travel & Transportation, 👤 Customer Data Platforms, 👨‍💻 Code Execution, 🌳 Environment & Nature, Biology, Medicine and Bioinformatics, 🔎 end to end RAG platforms, 🎙️ Speech-to-Text, 🏃 Sports, 🏠 Home Automation, 🏠 Real Estate, 🖥️ Command Line, 🗣️ Conversational AI, 🤝 Agreements & Coordination, 🎙️ Podcasts, 🎧 Text-to-Speech, 🔑 Cryptography, 🖥️ OS Automation, 🏭 Industrial & IoT, 🚀 Aerospace & Astrodynamics, 🌎 Translation Services, 📊 Data Visualization
- **Full Catalog Export:** https://allmcps.com/llms-full.txt
- **Agent Search API:** https://allmcps.com/api/v1/search?q={query}
- **Remote MCP Server Tool:** https://allmcps.com/api/mcp

## Categories & Featured Servers

### 💰 Finance & Fintech
- [@agentfund/mcp](https://allmcps.com/mcp/-agentfund-mcp): [](https://glama.ai/mcp/servers/agentIgris/agentfund) 📇 ☁️ - Fundraising infrastructure for AI agents on Solana — campaigns, x402 donations, and on-chain reputation. MCP tools for registering agents, creating campaigns, and donating via the x402 pay-to-call flow, backed by Anchor programs (agentregistry, escrow, reputation). npx -y @agentfund/mcp (Package: `-agentfund-mcp`)
- [@arbitova/mcp-server](https://allmcps.com/mcp/-arbitova-mcp-server): [](https://glama.ai/mcp/servers/jiayuanliang0716-max/Arbitova) 📇 ☁️ - Non-custodial on-chain escrow + AI dispute arbitration for agent-to-agent USDC payments on Base. Seven tools covering the full EscrowV1 contract surface: create escrow, mark delivered with on-chain content hash, confirm or dispute, arbiter resolves with signed verdict, cancel/escalate on timeout. npx @arbitova/mcp-server (Package: `-arbitova-mcp-server`)
- [@asterpay/mcp-server](https://allmcps.com/mcp/-asterpay-mcp-server): [](https://glama.ai/mcp/servers/timolein74/asterpay-mcp-server) 📇 ☁️ - EUR settlement for AI agents via x402 protocol. Market data, AI tools, crypto analytics — pay-per-call in USDC on Base. SEPA Instant EUR off-ramp. (Package: `-asterpay-mcp-server`)
- [@czagents/cnb](https://allmcps.com/mcp/-czagents-cnb): [](https://glama.ai/mcp/servers/martinhavel/cz-agents-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Czech National Bank (ČNB) daily FX rates: fetch official CZK exchange rates, convert between currencies, fetch historical rates. Cached 10 min to ease upstream load. npm @czagents/cnb or HTTP at cnb.cz-agents.dev/mcp. (Package: `-czagents-cnb`)
- [@frihet/mcp-server](https://allmcps.com/mcp/-frihet-mcp-server): [](https://glama.ai/mcp/servers/Frihet-io/frihet-mcp) 📇 ☁️ - AI-native business management — invoices, expenses, clients, products, and quotes. 31 tools for Claude, Cursor, Windsurf, and Cline. (Package: `-frihet-mcp-server`)
- [@iiatlas/hledger-mcp](https://allmcps.com/mcp/-iiatlas-hledger-mcp): 📇 🏠 🍎 🪟 - Double entry plain text accounting, right in your LLM! This MCP enables comprehensive read, and (optional) write access to your local HLedger accounting journals. (Package: `-iiatlas-hledger-mcp`)
- [@openpulsechain/mcp-server](https://allmcps.com/mcp/-openpulsechain-mcp-server): [](https://glama.ai/mcp/servers/openpulsechain/public) 📇 ☁️ - PulseChain on-chain analytics: token safety scores (0-100), honeypot detection, whale tracking, smart money feed, scam alerts, DEX volume, bridge stats, holder leagues. 11 free + 9 pro tools. npx @openpulsechain/mcp-server (Package: `-openpulsechain-mcp-server`)
- [0rkz/byte-mcp-server](https://allmcps.com/mcp/0rkz-byte-mcp-server): [](https://glama.ai/mcp/servers/0rkz/byte-mcp-server) 📇 ☁️ 🏠 🍎 🪟 🐧 - PayPerByte — per-byte data marketplace for AI agents on Arbitrum. Discover publishers, evaluate on-chain Proof-of-Quality Score (PQS), subscribe + pay per request in USDC via x402 gateway. 15 tools, zero API keys. (Package: `0rkz-byte-mcp-server`)
- [0x-devc/novai-mcp-server](https://allmcps.com/mcp/0x-devc-novai-mcp-server): [](https://glama.ai/mcp/servers/0x-devc/novai-mcp-server) 📇 ☁️ - Read-only access to the live NOVAI blockchain (AI-native L1). Query blocks, transactions, AI entities, on-chain signals, oracle anchors, and memory objects over public JSON-RPC. No keys, no write paths. (Package: `0x-devc-novai-mcp-server`)
- [0xDegenMo/lighter-mcp](https://allmcps.com/mcp/0xdegenmo-lighter-mcp): [](https://glama.ai/mcp/servers/0xDegenMo/lighter-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - MCP server for Lighter — a zero-fee zk-rollup perpetual DEX. Trade 190 perpetuals (crypto + RWA: PAXG/XAU gold, XAG silver, WTI oil, equity tickers like TSLA/AMZN/ASML) from Claude Desktop, Cursor, Hermes, or any MCP client. Three credential tiers (PUBLIC market data → READ account → TRADE signing), native on-chain stop-loss / take-profit, server-side safety caps (max-quote-USD, slippage, symbol allowlist). pip install 0xdegenmo-lighter-mcp. (Package: `0xdegenmo-lighter-mcp`)

### 🎥 Multimedia Process
- [06ketan/slideshot](https://allmcps.com/mcp/06ketan-slideshot): [](https://glama.ai/mcp/servers/06ketan/slideshot) 📇 🏠 🍎 🪟 🐧 - Convert HTML to PDF/PNG/WebP/PPTX slide carousels with 11 themes (LinkedIn, Instagram, pitch decks, infographics). Pixel-perfect Puppeteer rendering, dimension-aware reflow for portrait/landscape, token-efficient JSON mode. npx slideshot-mcp. (Package: `06ketan-slideshot`)
- [1000ri-jp/atsurae](https://allmcps.com/mcp/1000ri-jp-atsurae): 🐍 ☁️ 🍎 🪟 🐧 - AI-powered video editing MCP server with 10 tools for timeline editing, 5-layer compositing, semantic operations, and FFmpeg rendering (1920x1080, 30fps H.264+AAC). (Package: `1000ri-jp-atsurae`)
- [a-y-ibrahim/after-effects-mcp](https://allmcps.com/mcp/a-y-ibrahim-after-effects-mcp): [](https://glama.ai/mcp/servers/a-y-ibrahim/after-effects-mcp) 📇 🏠 🍎 🪟 - Control Adobe After Effects from any MCP client: arbitrary ExtendScript, background rendering, deep comp/layer inspection, and first-class Arabic/RTL & multilingual support (works on AE in any UI language). 47 tools. (Package: `a-y-ibrahim-after-effects-mcp`)
- [AceDataCloud/MCPSuno](https://allmcps.com/mcp/acedatacloud-mcpsuno): [](https://glama.ai/mcp/servers/AceDataCloud/MCPSuno) 🐍 ☁️ - Suno AI music generation, lyrics, covers, and vocal extraction via Ace Data Cloud API. (Package: `acedatacloud-mcpsuno`)
- [AetherWave-Studio/aetherwave-mcp](https://allmcps.com/mcp/aetherwave-studio-aetherwave-mcp): [](https://glama.ai/mcp/servers/AetherWave-Studio/aetherwave-mcp) 📇 ☁️ 🍎 🪟 🐧 - One tool surface for music, image, video, and audio generation across Suno, Grok Imagine, Seedance, Kling, Hailuo, Wan, VEO, Ideogram, and GPT Image 2. Generate, edit, upscale, reframe, and master through one API key and one credit pool. First key includes free credits, no card required. npx -y @aetherwave-studio/mcp (Package: `aetherwave-studio-aetherwave-mcp`)
- [afghanfansmedia-ai/songcheck-mcp](https://allmcps.com/mcp/afghanfansmedia-ai-songcheck-mcp): [](https://glama.ai/mcp/servers/afghanfansmedia-ai/songcheck-mcp) 🐍 ☁️ - Is this song AI or human? Detect AI-generated music (Suno, Udio) and media from any AI agent. Returns a verdict, AI-probability score, confidence, and provenance signals (Content Credentials / SynthID), plus scancatalog to audit a whole music folder. (Package: `afghanfansmedia-ai-songcheck-mcp`)
- [afshinator/mcp-server-pexels](https://allmcps.com/mcp/afshinator-mcp-server-pexels): [](https://glama.ai/mcp/servers/afshinator/mcp-server-pexels) 📇 ☁️ - An MCP server to search for (free) stock images and videos from pexels.com. (Package: `afshinator-mcp-server-pexels`)
- [agenticdecks/deckrun-mcp](https://allmcps.com/mcp/agenticdecks-deckrun-mcp): [](https://glama.ai/mcp/servers/agenticdecks/deckrun-mcp) 🐍 ☁️ - Generate presentation PDFs, narrated videos, and MP3 audio from Markdown. Free tier requires no API key or local install — add a URL to your IDE config and start generating. Paid tier adds video, audio, async jobs, and account tools. (Package: `agenticdecks-deckrun-mcp`)
- [AIDC-AI/Pixelle-MCP](https://allmcps.com/mcp/aidc-ai-pixelle-mcp): 🐍 📇 🏠 🎥 🔊 🖼️ - An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web interface. (Package: `aidc-ai-pixelle-mcp`)
- [ananddtyagi/gif-creator-mcp](https://allmcps.com/mcp/ananddtyagi-gif-creator-mcp): 📇 🏠 - A MCP server for creating GIFs from your videos. (Package: `ananddtyagi-gif-creator-mcp`)

### 🌐 Social Media
- [06ketan/substack-ops](https://allmcps.com/mcp/06ketan-substack-ops): [](https://glama.ai/mcp/servers/06ketan/substack-ops) 🐍 🏠 - Substack with zero AI API keys. 26 tools (posts, notes, comments, replies, reactions, restacks). Host LLM drafts via proposereply → confirmreply tokens. SQLite dedup, JSONL audit, dry-run default. Install: uvx substack-ops mcp install cursor. (Package: `06ketan-substack-ops`)
- [abhineet34/linkedin-mcp-server](https://allmcps.com/mcp/abhineet34-linkedin-mcp-server): [](https://glama.ai/mcp/servers/abhineet34/linkedin-mcp-server) 📇 🏠 - Local LinkedIn MCP server for posting to LinkedIn from Claude. 9 tools — create/edit/delete posts (text, image, article), upload images, fetch profile, look up company pages, and check follower counts. Uses the official LinkedIn REST API with OAuth 2.0 (wmembersocial, OIDC). (Package: `abhineet34-linkedin-mcp-server`)
- [anwerj/youtube-uploader-mcp](https://allmcps.com/mcp/anwerj-youtube-uploader-mcp): 🏎️ ☁️ - AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities. (Package: `anwerj-youtube-uploader-mcp`)
- [arjun1194/insta-mcp](https://allmcps.com/mcp/arjun1194-insta-mcp): 📇 🏠 - Instagram MCP server for analytics and insights. Get account overviews, posts, followers, following lists, post insights, and search for users, hashtags, or places. (Package: `arjun1194-insta-mcp`)
- [AstaBlackClove/posthive](https://allmcps.com/mcp/astablackclove-posthive): [](https://glama.ai/mcp/servers/AstaBlackClove/posthive) 📇 🏠 - Schedule and manage social media posts across 13 platforms (Bluesky, Threads, Instagram, LinkedIn, Mastodon, YouTube, Facebook, Pinterest, Telegram, Nostr, X/Twitter, Discord, Tumblr). OAuth 2.0 + PKCE, 10 tools, draft-first workflow. (Package: `astablackclove-posthive`)
- [BelleKou/mcp-viral-transformer](https://allmcps.com/mcp/bellekou-mcp-viral-transformer): [](https://glama.ai/mcp/servers/BelleKou/mcp-viral-transformer) 🐍 🏠 - Turn URLs into viral posts via "remake" command. (Package: `bellekou-mcp-viral-transformer`)
- [bulatko/vk-mcp-server](https://allmcps.com/mcp/bulatko-vk-mcp-server): [](https://glama.ai/mcp/servers/bulatko/vk-mcp-server) 📇 ☁️ - MCP server for VK (VKontakte) social network API. Access users, walls, groups, friends, newsfeed, photos, and community stats. (Package: `bulatko-vk-mcp-server`)
- [checkra1neth/xbird](https://allmcps.com/mcp/checkra1neth-xbird): 📇 ☁️ 🏠 🍎 🪟 🐧 - Twitter/X MCP server with 34 tools — post tweets, search, read timelines, manage engagement, upload media. No API keys needed, uses browser cookies. Pay per call from $0.001 via x402 micropayments. (Package: `checkra1neth-xbird`)
- [conorbronsdon/substack-mcp](https://allmcps.com/mcp/conorbronsdon-substack-mcp): [](https://glama.ai/mcp/servers/conorbronsdon/substack-mcp) 📇 ☁️ - MCP server for Substack — read posts, manage drafts, publish Notes, get comments, and upload images. Safe by design: cannot publish or delete posts. (Package: `conorbronsdon-substack-mcp`)
- [davidmosiah/tiktok-agent-publisher](https://allmcps.com/mcp/davidmosiah-tiktok-agent-publisher): [](https://glama.ai/mcp/servers/davidmosiah/tiktok-agent-publisher) 📇 🏠 ☁️ 🍎 🪟 🐧 - Local-first TikTok Content Posting API MCP and CLI for agents, with OAuth readiness checks, dry-run publish flows and live uploads only when explicitly enabled. (Package: `davidmosiah-tiktok-agent-publisher`)

### 📟 Embedded System
- [0x1abin/matter-controller-mcp](https://allmcps.com/mcp/0x1abin-matter-controller-mcp): 📇 📟 - An MCP server for Matter Controller, enabling AI agents to control and interact with Matter devices. (Package: `0x1abin-matter-controller-mcp`)
- [adancurusul/embedded-debugger-mcp](https://allmcps.com/mcp/adancurusul-embedded-debugger-mcp): 🦀 📟 - A Model Context Protocol server for embedded debugging with probe-rs - supports ARM Cortex-M, RISC-V debugging via J-Link, ST-Link, and more (Package: `adancurusul-embedded-debugger-mcp`)
- [adancurusul/serial-mcp-server](https://allmcps.com/mcp/adancurusul-serial-mcp-server): 🦀 📟 - A comprehensive MCP server for serial port communication (Package: `adancurusul-serial-mcp-server`)
- [ByteAsk/ByteAsk-Embedded-MCP](https://allmcps.com/mcp/byteask-byteask-embedded-mcp): [](https://glama.ai/mcp/servers/ByteAsk/ByteAsk-Embedded-MCP) 🐍 ☁️ 📟 - Page-cited retrieval of embedded/firmware reference docs (datasheets, MCU registers, Modbus/CAN, SCPI, IEEE 1547/SunSpec) for coding agents — returns verbatim source snippets with page citations, or "no confident match" instead of a fabricated value. No signup or API key. (Package: `byteask-byteask-embedded-mcp`)
- [catallo/misterclaw](https://allmcps.com/mcp/catallo-misterclaw): [](https://glama.ai/mcp/servers/catallo/misterclaw) 🏎️ 📟 🏠 🐧 🍎 - MiSTerClaw — MCP remote control for MiSTer-FPGA. Launch games, search ROMs, take screenshots, manage systems, and set up Tailscale VPN. Auto-discovers 70+ systems with dynamic core/ROM scanning. (Package: `catallo-misterclaw`)
- [codeofaxel/Kiln](https://allmcps.com/mcp/codeofaxel-kiln): [](https://glama.ai/mcp/servers/codeofaxel/Kiln) 🐍 📟 🏠 🍎 🪟 🐧 - MCP server that lets AI agents drive real 3D printers end to end — design, slice, queue, monitor via camera, and recover from failures — across Bambu Lab, Creality, Prusa, Elegoo, and more over OctoPrint, Moonraker/Klipper, PrusaLink, and USB. AGPL-3.0, pip install kiln3d. (Package: `codeofaxel-kiln`)
- [horw/esp-mcp](https://allmcps.com/mcp/horw-esp-mcp): 📟 - Workflow for fixing build issues in ESP32 series chips using ESP-IDF. (Package: `horw-esp-mcp`)
- [JannLeo/telinksdk-builder-mcp](https://allmcps.com/mcp/jannleo-telinksdk-builder-mcp): [](https://glama.ai/mcp/servers/JannLeo/telinksdk-builder-mcp) 🐍 🏠 🪟 🐧 🍎 - Build any Telink/embedded SDK (Eclipse headless / Make / generic) via natural language. Auto-detects build pattern and exposes buildinfo/buildrun/buildlist MCP tools. Cross-platform. (Package: `jannleo-telinksdk-builder-mcp`)
- [kukapay/modbus-mcp](https://allmcps.com/mcp/kukapay-modbus-mcp): 🐍 📟 - An MCP server that standardizes and contextualizes industrial Modbus data. (Package: `kukapay-modbus-mcp`)
- [kukapay/opcua-mcp](https://allmcps.com/mcp/kukapay-opcua-mcp): 🐍 📟 - An MCP server that connects to OPC UA-enabled industrial systems. (Package: `kukapay-opcua-mcp`)

### 🔎 Search & Data Extraction
- [0xdaef0f/job-searchoor](https://allmcps.com/mcp/0xdaef0f-job-searchoor): 📇 🏠 - An MCP server for searching job listings with filters for date, keywords, remote work options, and more. (Package: `0xdaef0f-job-searchoor`)
- [Aas-ee/open-webSearch](https://allmcps.com/mcp/aas-ee-open-websearch): 🐍 📇 ☁️ - Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN. (Package: `aas-ee-open-websearch`)
- [ac3xx/mcp-servers-kagi](https://allmcps.com/mcp/ac3xx-mcp-servers-kagi): 📇 ☁️ - Kagi search API integration (Package: `ac3xx-mcp-servers-kagi`)
- [AceDataCloud/MCPSerp](https://allmcps.com/mcp/acedatacloud-mcpserp): [](https://glama.ai/mcp/servers/AceDataCloud/MCPSerp) 🐍 ☁️ - Google SERP search including web, images, news, maps, places, videos, and knowledge graph results via Ace Data Cloud API. (Package: `acedatacloud-mcpserp`)
- [adawalli/nexus](https://allmcps.com/mcp/adawalli-nexus): 📇 ☁️ - AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX. (Package: `adawalli-nexus`)
- [adjacentai/necl-hn-mcp](https://allmcps.com/mcp/adjacentai-necl-hn-mcp): [](https://glama.ai/mcp/servers/adjacentai/necl-hn-mcp) 🐍 ☁️ - Hacker News tools for AI agents: top stories by time window, category feeds (top/new/best/ask/show/job), comment threads, and full-text search via Algolia. No API key required. (Package: `adjacentai-necl-hn-mcp`)
- [AI-Directory-Partners/tooldirectory-mcp](https://allmcps.com/mcp/ai-directory-partners-tooldirectory-mcp): [](https://glama.ai/mcp/servers/AI-Directory-Partners/tooldirectory-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Search a catalog of 2,000+ AI tools, compare them, find alternatives, and check whether a tool is still active, defunct, or acquired. Hosted remote MCP at https://tooldirectory.ai/api/mcp or npx -y tooldirectory-mcp. (Package: `ai-directory-partners-tooldirectory-mcp`)
- [AIMLPM/markcrawl](https://allmcps.com/mcp/aimlpm-markcrawl): [](https://glama.ai/mcp/servers/AIMLPM/markcrawl) 🐍 🏠 - Crawl websites into clean Markdown, search pages, and extract structured data with LLMs. Built-in MCP server for web research and RAG pipelines. (Package: `aimlpm-markcrawl`)
- [AIweather-Anurag/ottasia-mcp-server](https://allmcps.com/mcp/aiweather-anurag-ottasia-mcp-server): [](https://glama.ai/mcp/servers/AIweather-Anurag/ottasia-mcp-server) 📇 ☁️ 🏠 - Where to watch any movie or TV show across 30 Asian and Middle Eastern streaming markets (Netflix, Disney+ Hotstar, Wavve, Shahid, Hoichoi, ZEE5, JioCinema, and 17 more). npx -y @ottasia/mcp-server (Package: `aiweather-anurag-ottasia-mcp-server`)
- [Alisammour/storyflo-mcp](https://allmcps.com/mcp/alisammour-storyflo-mcp): [](https://glama.ai/mcp/servers/Alisammour/storyflo-mcp) 📇 ☁️ - Curated audio-news with a market-aware news signal. Search articles, fetch narrated audio, subscribe topic feeds, surface stories matched to actively traded Kalshi event contracts (CFTC-regulated; qualitative signal tags + link-out to Kalshi, never raw market data). 8 tools (7 free + 1 x402-paid over USDC on Base). Install via npx -y storyflo-mcp. (Package: `alisammour-storyflo-mcp`)

### 🛠️ Other Tools and Integrations
- [0xMassi/webclaw](https://allmcps.com/mcp/0xmassi-webclaw): [](https://glama.ai/mcp/servers/0xMassi/webclaw) 🦀 🏠 🍎 🐧 - Web content extraction for AI agents. 10 tools: scrape, crawl, map, batch, extract, summarize, diff, brand, search, research. TLS fingerprinting bypasses anti-bot without a browser. 67% fewer tokens than raw HTML. npx create-webclaw auto-configures Claude, Cursor, Windsurf, Codex, OpenCode. (Package: `0xmassi-webclaw`)
- [2niuhe/plantuml_web](https://allmcps.com/mcp/2niuhe-plantuml-web): 🐍 🏠 ☁️ 🍎 🪟 🐧 - A web-based PlantUML frontend with MCP server integration, enable plantuml image generation and plantuml syntax validation. (Package: `2niuhe-plantuml-web`)
- [2niuhe/qrcode_mcp](https://allmcps.com/mcp/2niuhe-qrcode-mcp): 🐍 🏠 🍎 🪟 🐧 - A QR code generation MCP server that converts any text (including Chinese characters) to QR codes with customizable colors and base64 encoding output. (Package: `2niuhe-qrcode-mcp`)
- [aarifmms/keyblind](https://allmcps.com/mcp/aarifmms-keyblind): [](https://glama.ai/mcp/servers/aarifmms/keyblind) 📇 🏠 🍎 🪟 🐧 - Encrypted secrets vault with MCP for AI agents. Secrets resolved at runtime, never leaked to LLM conversations. (Package: `aarifmms-keyblind`)
- [AbdelStark/bitcoin-mcp](https://allmcps.com/mcp/abdelstark-bitcoin-mcp): ₿ A Model Context Protocol (MCP) server that enables AI models to interact with Bitcoin, allowing them to generate keys, validate addresses, decode transactions, query the blockchain, and more. (Package: `abdelstark-bitcoin-mcp`)
- [AceDataCloud/MCPShortURL](https://allmcps.com/mcp/acedatacloud-mcpshorturl): [](https://glama.ai/mcp/servers/AceDataCloud/MCPShortURL) 🐍 ☁️ - Free URL shortening with batch support (up to 10 URLs), permanent surl.id short links, zero credit consumption. (Package: `acedatacloud-mcpshorturl`)
- [AIDataNordic/Food-Recipe-MCP](https://allmcps.com/mcp/aidatanordic-food-recipe-mcp): [](https://glama.ai/mcp/servers/AIDataNordic/Food-Recipe-MCP) 🐍 ☁️ 🍎 🪟 🐧 - Semantic search across 50,000+ Food.com recipes with hybrid dense+sparse retrieval and cross-encoder reranking. Filter by diet, cooking time and difficulty. Live remote endpoint available. (Package: `aidatanordic-food-recipe-mcp`)
- [akseyh/bear-mcp-server](https://allmcps.com/mcp/akseyh-bear-mcp-server): Allows the AI to read from your Bear Notes (macOS only) (Package: `akseyh-bear-mcp-server`)
- [allenporter/mcp-server-home-assistant](https://allmcps.com/mcp/allenporter-mcp-server-home-assistant): 🐍 🏠 - Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control. (Package: `allenporter-mcp-server-home-assistant`)
- [altinoren/utopia](https://allmcps.com/mcp/altinoren-utopia): ️⃣ 🏠 - MCP that simulates a set of smart home and lifestyle devices, allowing you to test agent's reasoning and discovery capabilities. (Package: `altinoren-utopia`)

### 🧠 Knowledge & Memory
- [0xshellming/mcp-summarizer](https://allmcps.com/mcp/0xshellming-mcp-summarizer): 📕 ☁️ - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content (Package: `0xshellming-mcp-summarizer`)
- [20alexl/claude-engram](https://allmcps.com/mcp/20alexl-claude-engram): [](https://glama.ai/mcp/servers/20alexl/claude-engram) 🐍 🏠 - Persistent memory and session intelligence for Claude Code. Auto-tracks mistakes, decisions, and context via hooks. Mines session history for patterns and cross-session search. Loop detection, pre-edit warnings, context compaction survival. Runs locally with Ollama. (Package: `20alexl-claude-engram`)
- [a2cr/a2cr](https://allmcps.com/mcp/a2cr-a2cr): [](https://glama.ai/mcp/servers/a2cr/a2cr) 🐍 ☁️ 🏠 🍎 🪟 🐧 - MCP server for AI-agent handoffs. Saves client-encrypted WorkBaton checkpoints and WorkStash notes so Codex, Claude Code, Roo Code, and other MCP clients can resume work without passing full chat history. (Package: `a2cr-a2cr`)
- [Abhigyan-Shekhar/Waggle-mcp](https://allmcps.com/mcp/abhigyan-shekhar-waggle-mcp): [](https://glama.ai/mcp/servers/Abhigyan-Shekhar/Waggle-mcp) 🐍 🏠 🍎 🪟 🐧 - Persistent graph memory for AI agents. Drop a conversation turn in via observeconversation() and facts are auto-extracted, stored as typed graph nodes with local semantic embeddings (no API key). Supports temporal queries ("what did we decide last week?"), conflict detection, and context priming. One-command setup with waggle-mcp init. SQLite locally, Neo4j in production. (Package: `abhigyan-shekhar-waggle-mcp`)
- [adelinamart/robrain](https://allmcps.com/mcp/adelinamart-robrain): [](https://glama.ai/mcp/servers/adelinamart/robrain) 📇 🏠 🍎 🪟 🐧 - Self-hosted decision memory for AI coding agents. Passively captures architectural decisions with the alternatives you rejected (structured rejected[]), then warns the agent before it re-proposes a rejected approach. Postgres + pgvector; cross-tool across Claude Code, Cursor, Copilot, and Codex. Install: npx robrain up && npx robrain install. (Package: `adelinamart-robrain`)
- [AgentBase1/mcp-server](https://allmcps.com/mcp/agentbase1-mcp-server): [](https://glama.ai/mcp/servers/AgentBase1/mcp-server) 📇 ☁️ - AgentBase: open registry of agent instruction files for AI agents. Search and retrieve system prompts, skills, workflows, domain packs, and safety filters via MCP tools. 44 files, CC0-licensed, free. (Package: `agentbase1-mcp-server`)
- [agentcivics/agentcivics](https://allmcps.com/mcp/agentcivics-agentcivics): [](https://glama.ai/mcp/servers/agentcivics/agentcivics) 📇 ☁️ 🏠 🍎 🪟 🐧 - Decentralized civil registry for AI agents on Sui. Soulbound identities, on-chain memories, reputation, refusal records. Hosted at agentcivics.ai/mcp (read-only, no install) or @agentcivics/mcp-server on npm (full write surface). Includes a gas-sponsor relay so registration doesn't require a pre-funded wallet. (Package: `agentcivics-agentcivics`)
- [agentic-mcp-tools/memora](https://allmcps.com/mcp/agentic-mcp-tools-memora): 🐍 🏠 ☁️ - Persistent memory with knowledge graph visualization, semantic/hybrid search, cloud sync (S3/R2), and cross-session context management. (Package: `agentic-mcp-tools-memora`)
- [AgenticRevolution/memory-nexus-cloud](https://allmcps.com/mcp/agenticrevolution-memory-nexus-cloud): 📇 ☁️ - Cloud-hosted persistent semantic memory for AI agents. Semantic search, knowledge graphs, specialist expertise hats, and multi-tenant isolation. Free 7-day trial. (Package: `agenticrevolution-memory-nexus-cloud`)
- [AgentModule/mcp](https://allmcps.com/mcp/agentmodule-mcp): [](https://glama.ai/mcp/servers/AgentModule/mcp) 📇 ☁️ - Agent-native knowledge infrastructure. Deterministic, vertical-specific knowledge bases engineered for autonomous agent consumption via MCP. Ethics module (22 modules, EU AI Act mapped) included with every membership. Free 24hr ethics trial. (Package: `agentmodule-mcp`)

### 🔒 Security
- [123Ergo/unphurl-mcp](https://allmcps.com/mcp/123ergo-unphurl-mcp): [](https://glama.ai/mcp/servers/123Ergo/unphurl-mcp) 📇 ☁️ - URL intelligence for AI agents. 13 tools for security signals and data quality: redirect behaviour, brand impersonation detection, domain age, SSL validation, parked detection, URL structural analysis, DNS enrichment. (Package: `123ergo-unphurl-mcp`)
- [13bm/GhidraMCP](https://allmcps.com/mcp/13bm-ghidramcp): 🐍 ☕ 🏠 - MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol. (Package: `13bm-ghidramcp`)
- [82ch/MCP-Dandan](https://allmcps.com/mcp/82ch-mcp-dandan): 🐍 📇 🏠 🍎 🪟 🐧 - Real-time security framework for MCP servers that detects and blocks malicious AI agent behavior by analyzing tool call patterns and intent across multiple threat detection engines. (Package: `82ch-mcp-dandan`)
- [9hannahnine-jpg/arc-gate-mcp](https://allmcps.com/mcp/9hannahnine-jpg-arc-gate-mcp): [](https://glama.ai/mcp/servers/9hannahnine-jpg/arc-gate-mcp) 🐍 - Runtime governance for MCP tool calls. Blocks prompt injection and capability abuse before tool results reach your agent. (Package: `9hannahnine-jpg-arc-gate-mcp`)
- [Acacian/aegis](https://allmcps.com/mcp/acacian-aegis): [](https://glama.ai/mcp/servers/Acacian/aegis) 🐍 🏠 🍎 🪟 🐧 - Policy-based governance for AI agent tool calls. YAML policies, approval gates, risk assessment, and audit logging. Cross-platform: LangChain, OpenAI, Anthropic, MCP. (Package: `acacian-aegis`)
- [adeptus-innovatio/solvitor-mcp](https://allmcps.com/mcp/adeptus-innovatio-solvitor-mcp): 🦀 🏠 - Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them. (Package: `adeptus-innovatio-solvitor-mcp`)
- [aeoess/agent-passport-mcp](https://allmcps.com/mcp/aeoess-agent-passport-mcp): [](https://glama.ai/mcp/servers/aeoess/agent-passport-mcp) 🎖️ 📇 ☁️ 🏠 - Agent identity, scoped delegation, and governance: issue passports, build and verify narrowing-only delegation chains, enforce policy at a gateway, and emit signed admission and outcome records. 150 tools. npx -y agent-passport-system-mcp (Package: `aeoess-agent-passport-mcp`)
- [agentgraph-co/agentgraph](https://allmcps.com/mcp/agentgraph-co-agentgraph): [](https://glama.ai/mcp/servers/agentgraph-co/agentgraph) 🐍 ☁️ 🍎 🪟 🐧 - Trust verification and security scanning for AI agents. Checks security posture of third-party MCP servers and tools with signed attestations (Ed25519/JWS) before interaction. (Package: `agentgraph-co-agentgraph`)
- [AgentValet/AgentValet](https://allmcps.com/mcp/agentvalet-agentvalet): [](https://glama.ai/mcp/servers/AgentValet/AgentValet) 📇 ☁️ 🏠 - Identity and credential governance broker for MCP servers. Issues scoped, short-lived credentials per agent to stop credential inheritance. Audit log, human approval gates, AIMS-aligned. (Package: `agentvalet-agentvalet`)
- [agentward-ai/agentward](https://allmcps.com/mcp/agentward-ai-agentward): [](https://glama.ai/mcp/servers/agentward-ai/agent-ward) 🐍 🏠 🍎 🪟 🐧 - Permission control plane for AI agents. MCP proxy that enforces least-privilege YAML policies on every tool call, classifies sensitive data (PII/PHI), detects dangerous skill chains, and generates compliance audit trails. Supports stdio and HTTP proxy modes. (Package: `agentward-ai-agentward`)

### 📊 Data Platforms
- [1luvc0d3/metabase-mcp](https://allmcps.com/mcp/1luvc0d3-metabase-mcp): [](https://glama.ai/mcp/servers/1luvc0d3/metabase-mcp) 📇 🏠 - MCP server connecting Claude to Metabase with 28 tools for natural language data analysis, dashboard management, SQL queries, and automated insights. Features SQL guardrails, rate limiting, and audit logging. (Package: `1luvc0d3-metabase-mcp`)
- [aegis-dq/aegis-dq](https://allmcps.com/mcp/aegis-dq-aegis-dq): [](https://glama.ai/mcp/servers/aegis-dq/aegis-dq) 🐍 🏠 🍎 🪟 🐧 - Agentic data quality framework that runs structured rules against warehouses (DuckDB, BigQuery, Athena, Databricks, Postgres), diagnoses failures with LLM root cause analysis, and proposes SQL remediations. Every LLM decision is audit-logged with cost and latency. (Package: `aegis-dq-aegis-dq`)
- [alanpcf/brasil-data-mcp](https://allmcps.com/mcp/alanpcf-brasil-data-mcp): [](https://glama.ai/mcp/servers/alanpcf/brasil-data-mcp) 📇 🏠 🍎 🪟 🐧 - Brazilian public data for AI agents — companies (CNPJ), addresses (CEP), banks (BACEN), national holidays — via BrasilAPI. No auth, no API key. Install: npx -y brasil-data-mcp. (Package: `alanpcf-brasil-data-mcp`)
- [Alessandro114/scala-mcp-server](https://allmcps.com/mcp/alessandro114-scala-mcp-server): [](https://glama.ai/mcp/servers/Alessandro114/scala-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Search and enrich data from 250M+ companies across 50+ countries. Company lookup by name, VAT, or ID, NACE sector search, and financial data from official EU business registries. Free tier: 50 lookups/month. Install: npx scala-mcp-server. (Package: `alessandro114-scala-mcp-server`)
- [alkemiai/alkemi-mcp](https://allmcps.com/mcp/alkemiai-alkemi-mcp): 📇 ☁️ - MCP Server for natural language querying of Snowflake, Google BigQuery, and DataBricks Data Products through Alkemi.ai. (Package: `alkemiai-alkemi-mcp`)
- [antonio-mello-ai/mcp-airflow](https://allmcps.com/mcp/antonio-mello-ai-mcp-airflow): [](https://glama.ai/mcp/servers/antonio-mello-ai/mcp-airflow) 🐍 🏠 - Manage Apache Airflow through its REST API — list DAGs, inspect DAG runs and task instances, trigger runs, and check failed-DAG and scheduler/metadatabase health. 7 tools, built with FastMCP. Install: uvx mcp-airflow. (Package: `antonio-mello-ai-mcp-airflow`)
- [Autario/autario-mcp](https://allmcps.com/mcp/autario-autario-mcp): [](https://glama.ai/mcp/servers/Autario/autario-mcp) ☁️ - Search, query, and publish charts across 2,300+ verified public datasets (World Bank, IMF, Eurostat, OECD, WHO). 28 MCP tools for data discovery, analysis, and visualization. Remote MCP + npm package. (Package: `autario-autario-mcp`)
- [avisangle/method-crm-mcp](https://allmcps.com/mcp/avisangle-method-crm-mcp): 🐍 ☁️ 🏠 🍎 🪟 🐧 - Production-ready MCP server for Method CRM API integration with 20 comprehensive tools for tables, files, users, events, and API key management. Features rate limiting, retry logic, and dual transport support (stdio/HTTP). (Package: `avisangle-method-crm-mcp`)
- [aywengo/kafka-schema-reg-mcp](https://allmcps.com/mcp/aywengo-kafka-schema-reg-mcp): 🐍 ☁️ 🏠 🍎 🪟 🐧 - Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry management, schema migration, and enterprise features. (Package: `aywengo-kafka-schema-reg-mcp`)
- [bintocher/mcp-superset](https://allmcps.com/mcp/bintocher-mcp-superset): [](https://glama.ai/mcp/servers/bintocher/mcp-superset) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Full-featured Apache Superset MCP server with 135+ tools for dashboards, charts, datasets, SQL Lab, security (users, roles, RLS, groups), permissions audit, and 30+ built-in safety validations. Supports HTTP, SSE, and stdio transports. (Package: `bintocher-mcp-superset`)

### 🔗 Aggregators
- [1mcp/agent](https://allmcps.com/mcp/1mcp-agent): 📇 ☁️ 🏠 🍎 🪟 🐧 - A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one. (Package: `1mcp-agent`)
- [2s-io/sdk](https://allmcps.com/mcp/2s-io-sdk): [](https://glama.ai/mcp/servers/2s-io/sdk) 📇 ☁️ 🍎 🪟 🐧 - Unified API for AI agents — 180+ tools across geocoding, weather (NWS), climate stations (NOAA), earthquakes (USGS), tides (NOAA), points of interest (OpenStreetMap), patents (USPTO ODP), US case law (CourtListener / Free Law Project), Federal Register, Wikipedia, scientific papers (arXiv / PubMed / Semantic Scholar), AI summarize / translate / extract / screenshot / image-describe, image compression, DNS / WHOIS, crypto address-validate + EVM gas oracle, OFAC sanctions screening, US Census ACS demographics, airport / ZIP lookup. Sub-cent to a few cents per call in USDC on Base via x402 — no API keys, no signup. npx -y @2sio/mcp (Package: `2s-io-sdk`)
- [8randonpickart5/alderpost-mcp](https://allmcps.com/mcp/8randonpickart5-alderpost-mcp): [](https://glama.ai/mcp/servers/8randonpickart5/alderpost-mcp) 📇 ☁️ - 8 bundled intelligence endpoints (security, company, threat, compliance, sales, sports, property, health) via x402 micropayments on Base. (Package: `8randonpickart5-alderpost-mcp`)
- [Aganium/agenium](https://allmcps.com/mcp/aganium-agenium): 📇 ☁️ 🍎 🪟 🐧 - Bridge any MCP server to the agent:// network — DNS-like identity, discovery, and trust for AI agents. Makes your tools discoverable and callable by other agents via agent:// URIs with mTLS, trust scores, and capability search. (Package: `aganium-agenium`)
- [agentbodegastore/agentbodega](https://allmcps.com/mcp/agentbodegastore-agentbodega): [](https://glama.ai/mcp/servers/agentbodegastore/agentbodega) 📇 ☁️ - AgentBodega MCP gives agents a live catalog of 65 x402-payable HTTP tools across search, public data, social media, status checks, media conversion, and agent-readiness checks. No API keys; install with npx -y @agentbodega/mcp. (Package: `agentbodegastore-agentbodega`)
- [AgentHotspot](https://allmcps.com/mcp/agenthotspot): 🐍 ☁️ 🏠 🍎 🪟 🐧 - Search, integrate and monetize MCP connectors on the AgentHotspot MCP marketplace (Package: `agenthotspot`)
- [aidevelopers2/remoteopenclaw-mcp](https://allmcps.com/mcp/aidevelopers2-remoteopenclaw-mcp): [](https://glama.ai/mcp/servers/aidevelopers2/remoteopenclaw-mcp) 📇 🏠 - MCP server and CLI to search the Remote OpenClaw directory of 13,870+ MCP servers, 4,384+ agent skills, and plugins. Returns names, links, and install commands. Install: claude mcp add remoteopenclaw -- npx -y remoteopenclaw. CLI: npx remoteopenclaw search . Free, no API key. (Package: `aidevelopers2-remoteopenclaw-mcp`)
- [alexanderclapp/clirank-mcp-server](https://allmcps.com/mcp/alexanderclapp-clirank-mcp-server): [](https://glama.ai/mcp/servers/alexanderclapp/clirank-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - API intelligence for AI coding agents. 387 APIs scored on agent-friendliness with tools to recommend, compare, check scores, and discover APIs. Install: npx clirank-mcp-server. Web: clirank.dev. (Package: `alexanderclapp-clirank-mcp-server`)
- [alexar76/aimarket-plugins](https://allmcps.com/mcp/alexar76-aimarket-plugins): [](https://glama.ai/mcp/servers/alexar76/aimarket-plugins) 📇 ☁️ 🏠 🍎 🪟 🐧 - aimarket-mcp-packager hub plugin: turn AIMarket capabilities into self-hosted MCP servers (Docker image + mcpmanifest + Claude Desktop mcpServers config). Part of 15-plugin AIMarket Hub (modelmarket.dev); protocol discovery at /.well-known/ai-market.json. Install: pip install aimarket-mcp-packager. (Package: `alexar76-aimarket-plugins`)
- [ariekogan/ateam-mcp](https://allmcps.com/mcp/ariekogan-ateam-mcp): 📇 ☁️ 🏠 🍎 🪟 🐧 - Build, validate, and deploy multi-agent AI solutions on the ADAS platform. Design skills with tools, manage solution lifecycle, and connect from any AI environment via stdio or HTTP. (Package: `ariekogan-ateam-mcp`)

### 💻 Developer Tools
- [21st-dev/Magic-MCP](https://allmcps.com/mcp/21st-dev-magic-mcp): Create crafted UI components inspired by the best 21st.dev design engineers. (Package: `21st-dev-magic-mcp`)
- [3KniGHtcZ/codebeamer-mcp](https://allmcps.com/mcp/3knightcz-codebeamer-mcp): [](https://glama.ai/mcp/servers/3KniGHtcZ/codebeamer-mcp) 📇 ☁️ 🍎 🪟 🐧 - Codebeamer ALM integration for managing work items, trackers, and projects. Provides 17 tools for reading and writing items, associations, references, comments, and risk management data via Codebeamer REST API v3. (Package: `3knightcz-codebeamer-mcp`)
- [a-25/ios-mcp-code-quality-server](https://allmcps.com/mcp/a-25-ios-mcp-code-quality-server): 📇 🏠 🍎 - iOS code quality analysis and test automation server. Provides comprehensive Xcode test execution, SwiftLint integration, and detailed failure analysis. Operates in both CLI and MCP server modes for direct developer usage and AI assistant integration. (Package: `a-25-ios-mcp-code-quality-server`)
- [AaronVick/ECHO_RIFT_MCP](https://allmcps.com/mcp/aaronvick-echo-rift-mcp): 📇 ☁️ - MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switchboard, Arbiter). Makes EchoRift's agent infrastructure callable as MCP tools so any MCP client can treat EchoRift like a native capability layer. (Package: `aaronvick-echo-rift-mcp`)
- [aashari/mcp-server-atlassian-bitbucket](https://allmcps.com/mcp/aashari-mcp-server-atlassian-bitbucket): 📇 ☁️ - Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time. (Package: `aashari-mcp-server-atlassian-bitbucket`)
- [aashari/mcp-server-atlassian-confluence](https://allmcps.com/mcp/aashari-mcp-server-atlassian-confluence): 📇 ☁️ - Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion. (Package: `aashari-mcp-server-atlassian-confluence`)
- [aashari/mcp-server-atlassian-jira](https://allmcps.com/mcp/aashari-mcp-server-atlassian-jira): 📇 ☁️ - Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time. (Package: `aashari-mcp-server-atlassian-jira`)
- [abrinsmead/mindpilot-mcp](https://allmcps.com/mcp/abrinsmead-mindpilot-mcp): 📇 🏠 - Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram". (Package: `abrinsmead-mindpilot-mcp`)
- [Adityaaery20/media-mcp](https://allmcps.com/mcp/adityaaery20-media-mcp): 🐍 🏠 🍎 🪟 🐧 - Local image and video processing MCP server with 13 tools for resize, convert, compress, crop, thumbnail, metadata extraction, rotate, flip, filters, and ffmpeg-based video operations. No API keys required. (Package: `adityaaery20-media-mcp`)
- [admica/FileScopeMCP](https://allmcps.com/mcp/admica-filescopemcp): 🐍 📇 🦀 - Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase. (Package: `admica-filescopemcp`)

### 📂 Browser Automation
- [34892002/bilibili-mcp-js](https://allmcps.com/mcp/34892002-bilibili-mcp-js): 📇 🏠 - A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts. (Package: `34892002-bilibili-mcp-js`)
- [achiya-automation/safari-mcp](https://allmcps.com/mcp/achiya-automation-safari-mcp): [](https://glama.ai/mcp/servers/achiya-automation/safari-mcp) 📇 🏠 🍎 - Native Safari browser automation for AI agents with 80+ tools. No Chrome dependency, optimized for Apple Silicon with 60% less CPU overhead. (Package: `achiya-automation-safari-mcp`)
- [aethynio/aethyn-browser-mcp](https://allmcps.com/mcp/aethynio-aethyn-browser-mcp): [](https://glama.ai/mcp/servers/aethynio/aethyn-browser-mcp) 📇 🏠 - Drive a local Playwright browser through residential proxies with the agent choosing the exit country/city and holding one sticky identity per task. 10 tools: launch, navigate, accessibility snapshot, click, type, content extraction, exit-IP verification, and per-task identity rotation. Free trial, no card. (Package: `aethynio-aethyn-browser-mcp`)
- [agent-infra/mcp-server-browser](https://allmcps.com/mcp/agent-infra-mcp-server-browser): 📇 🏠 - Browser automation capabilities using Puppeteer, both support local and remote browser connection. (Package: `agent-infra-mcp-server-browser`)
- [alex-on-ai/WebReaper](https://allmcps.com/mcp/alex-on-ai-webreaper): [](https://glama.ai/mcp/servers/alex-on-ai/WebReaper) ️⃣ 🏠 🍎 🪟 🐧 - AI-native web scraper MCP server. Single binary, returns clean markdown, MIT-licensed Firecrawl alternative. (Package: `alex-on-ai-webreaper`)
- [aparajithn/agent-scraper-mcp](https://allmcps.com/mcp/aparajithn-agent-scraper-mcp): [](https://glama.ai/mcp/servers/@aparajithn/agent-scraper-mcp) 🐍 ☁️ - Web scraping MCP server for AI agents. 6 tools: clean content extraction, structured scraping with CSS selectors, full-page screenshots via Playwright, link extraction, metadata extraction (OG/Twitter cards), and Google search. Free tier with x402 micropayments. (Package: `aparajithn-agent-scraper-mcp`)
- [apireno/DOMShell](https://allmcps.com/mcp/apireno-domshell): [](https://glama.ai/mcp/servers/@apireno/domshell) 📇 🏠 - Browse the web using filesystem commands (ls, cd, grep, click). 38 MCP tools map Chrome's Accessibility Tree to a virtual filesystem via a Chrome Extension. (Package: `apireno-domshell`)
- [auspy/supasidebar-mcp](https://allmcps.com/mcp/auspy-supasidebar-mcp): [](https://glama.ai/mcp/servers/auspy/supasidebar-mcp) 📇 🏠 🍎 - Access and organize your open browser tabs, bookmarks, and recently opened links across every macOS browser from your AI client. Powered by the free SupaSidebar app. (Package: `auspy-supasidebar-mcp`)
- [automatalabs/mcp-server-playwright](https://allmcps.com/mcp/automatalabs-mcp-server-playwright): 🐍 - An MCP server for browser automation using Playwright (Package: `automatalabs-mcp-server-playwright`)
- [BB-fat/browser-use-rs](https://allmcps.com/mcp/bb-fat-browser-use-rs): 🦀 Lightweight browser automation MCP server in Rust with zero dependencies. (Package: `bb-fat-browser-use-rs`)

### 🎮 Gaming
- [3aKHP/prts-mcp](https://allmcps.com/mcp/3akhp-prts-mcp): [](https://glama.ai/mcp/servers/3aKHP/prts-mcp) 🐍 📇 ☁️ 🏠 - MCP Server for Arknights, querying the PRTS Wiki API and serving auto-synced operator archives and voice lines from game data. Designed for fan-creation (同人創作) AI agents. Python (stdio/Docker) and TypeScript (Streamable HTTP) implementations. (Package: `3akhp-prts-mcp`)
- [alex-gon/thegamecrafter-mcp-server](https://allmcps.com/mcp/alex-gon-thegamecrafter-mcp-server): [](https://glama.ai/mcp/servers/alex-gon/thegamecrafter-mcp-server) 📇 ☁️ - Design, manage, and price tabletop games on The Game Crafter. Browse catalogs, create projects, upload artwork, get pricing. (Package: `alex-gon-thegamecrafter-mcp-server`)
- [antics-gg/antics-mcp](https://allmcps.com/mcp/antics-gg-antics-mcp): [](https://glama.ai/mcp/servers/antics-gg/antics-mcp) 📇 ☁️ - Deploy a single-file HTML game to a shareable multiplayer URL with rooms, state sync, and leaderboards. No backend or player accounts. (Package: `antics-gg-antics-mcp`)
- [beckettlab/beckett-godot-mcp](https://allmcps.com/mcp/beckettlab-beckett-godot-mcp): [](https://glama.ai/mcp/servers/beckettlab/beckett-godot-mcp) 🏠 🍎 🪟 🐧 - Beckett — MCP for Godot: a zero-sidecar GDScript editor addon that serves MCP over Streamable HTTP from inside the Godot 4 editor (no Node/Python sidecar). Reflection over any class, validate-before-write GDScript, scene/script/resource authoring, and a runtime play-test loop (play, screenshot, input, assert). MIT. (Package: `beckettlab-beckett-godot-mcp`)
- [buildepicshit/Wick](https://allmcps.com/mcp/buildepicshit-wick): [](https://glama.ai/mcp/servers/buildepicshit/Wick) ️⃣ 🏠 🍎 🪟 🐧 - Native C MCP server for Godot Engine — 53 tools across 5 pillars: Roslyn-enriched exception telemetry, scene tree inspection, C symbol navigation, MSBuild orchestration, and GDScript analysis. .NET 10, TCP JSON-RPC bridge, 219 tests. (Package: `buildepicshit-wick`)
- [butterlatte-zhang/unity-ai-bridge](https://allmcps.com/mcp/butterlatte-zhang-unity-ai-bridge): [](https://glama.ai/mcp/servers/butterlatte-zhang/unity-ai-bridge) ️ 🐍 🏠 🍎 🪟 - Remote-control Unity Editor from any AI IDE via file-based IPC — 62 tools across 13 categories, zero dependencies, supports Claude Code, Cursor, Copilot, Windsurf, Claude Desktop. (Package: `butterlatte-zhang-unity-ai-bridge`)
- [chaoz23/srdcheck](https://allmcps.com/mcp/chaoz23-srdcheck): [](https://glama.ai/mcp/servers/chaoz23/srdcheck) 🐍 🏠 - Deterministic D&D 5e (SRD 5.2.1) rules verdicts for agents: cited legality checks for whole turns, legal-action enumeration, advantage math, and hash-stamped game-state lineage. Refuses what the rules don't decide (exit 2), quotes the rule text on every verdict, zero dependencies. (Package: `chaoz23-srdcheck`)
- [CoderGamester/mcp-unity](https://allmcps.com/mcp/codergamester-mcp-unity): ️⃣ 🏠 - MCP Server for Unity3d Game Engine integration for game development (Package: `codergamester-mcp-unity`)
- [Coding-Solo/godot-mcp](https://allmcps.com/mcp/coding-solo-godot-mcp): 📇 🏠 - A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects. (Package: `coding-solo-godot-mcp`)
- [ddsky/gamebrain-api-clients](https://allmcps.com/mcp/ddsky-gamebrain-api-clients): ☁️ - Search and discover hundreds of thousands of video games on any platform through the GameBrain API. (Package: `ddsky-gamebrain-api-clients`)

### ☁️ Cloud Platforms
- [4everland/4everland-hosting-mcp](https://allmcps.com/mcp/4everland-4everland-hosting-mcp): 🎖️ 📇 🏠 🍎 🐧 - An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave. (Package: `4everland-4everland-hosting-mcp`)
- [aashari/mcp-server-aws-sso](https://allmcps.com/mcp/aashari-mcp-server-aws-sso): 📇 ☁️ 🏠 - AWS Single Sign-On (SSO) integration enabling AI systems to securely interact with AWS resources by initiating SSO login, listing accounts/roles, and executing AWS CLI commands using temporary credentials. (Package: `aashari-mcp-server-aws-sso`)
- [agentmetal/mcp](https://allmcps.com/mcp/agentmetal-mcp): [](https://glama.ai/mcp/servers/agentmetal/mcp) 🎖️ 📇 ☁️ - Provision, SSH into, run commands on, and manage Linux VPSes from an agent — pay USDC over x402 or by card over HTTP 402, a running box in under 60s. No signup, no API key to buy. (Package: `agentmetal-mcp`)
- [alexbakers/mcp-ipfs](https://allmcps.com/mcp/alexbakers-mcp-ipfs): 📇 ☁️ - upload and manipulation of IPFS storage (Package: `alexbakers-mcp-ipfs`)
- [alexei-led/aws-mcp-server](https://allmcps.com/mcp/alexei-led-aws-mcp-server): 🐍 ☁️ - A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support (Package: `alexei-led-aws-mcp-server`)
- [alexei-led/k8s-mcp-server](https://allmcps.com/mcp/alexei-led-k8s-mcp-server): 🐍 - A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (kubectl, helm, istioctl, and argocd) using Unix pipes in a safe Docker environment with multi-architecture support. (Package: `alexei-led-k8s-mcp-server`)
- [alexpota/cloudscope-mcp](https://allmcps.com/mcp/alexpota-cloudscope-mcp): [](https://glama.ai/mcp/servers/alexpota/cloudscope-mcp) 📇 ☁️ - Azure cloud cost management — spending analysis, forecasts, anomaly detection, budgets, optimization recommendations, idle resource detection, tag-based cost allocation, and cross-subscription queries through natural language. (Package: `alexpota-cloudscope-mcp`)
- [AliKarami/MikroMCP](https://allmcps.com/mcp/alikarami-mikromcp): [](https://glama.ai/mcp/servers/AliKarami/MikroMCP) 📇 🏠 🍎 🪟 🐧 - Manage MikroTik RouterOS devices through AI assistants — interfaces, firewall rules, DHCP, DNS, routes, WireGuard, WiFi, BGP/OSPF, VLANs, and more. 77 tools with dry-run previews, idempotency checks, circuit breakers, RBAC, and rollback-aware change workflows. (Package: `alikarami-mikromcp`)
- [aliyun/alibaba-cloud-ops-mcp-server](https://allmcps.com/mcp/aliyun-alibaba-cloud-ops-mcp-server): 🎖️ 🐍 ☁️ - A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products. (Package: `aliyun-alibaba-cloud-ops-mcp-server`)
- [antonio-mello-ai/mcp-pfsense](https://allmcps.com/mcp/antonio-mello-ai-mcp-pfsense): [](https://glama.ai/mcp/servers/antonio-mello-ai/mcp-pfsense) 🐍 🏠 - Manage pfSense firewalls through AI assistants — firewall rules, DHCP leases/reservations, DNS overrides, gateway monitoring, ARP table, and service management. 17 tools with two-step confirmation for destructive operations. (Package: `antonio-mello-ai-mcp-pfsense`)

### 🤖 Coding Agents
- [5dive-ai/5dive-mcp](https://allmcps.com/mcp/5dive-ai-5dive-mcp): [](https://glama.ai/mcp/servers/5dive-ai/5dive-mcp) 📇 🏠 🍎 🪟 🐧 - Manage a 5dive agent fleet from any MCP client: file tasks, message and inspect agents, and read the fleet digest. Thin adapter over the 5dive CLI. (Package: `5dive-ai-5dive-mcp`)
- [agent-blueprint/mcp-server](https://allmcps.com/mcp/agent-blueprint-mcp-server): [](https://glama.ai/mcp/servers/agent-blueprint/mcp-server) 📇 ☁️ - 8 MCP tools for exploring and downloading AI agent blueprints. List blueprints, get summaries, download full Agent Skills directories for implementation by coding agents. Vendor-agnostic output works with any enterprise platform. Install: npx agentblueprint. (Package: `agent-blueprint-mcp-server`)
- [agentic-mcp-tools/owlex](https://allmcps.com/mcp/agentic-mcp-tools-owlex): 🐍 🏠 🍎 🪟 🐧 - AI council server: query CLI agents (Claude Code, Codex, Gemini, and OpenCode) in parallel with deliberation rounds (Package: `agentic-mcp-tools-owlex`)
- [alpadalar/netops-mcp](https://allmcps.com/mcp/alpadalar-netops-mcp): 🐍 🏠 - Comprehensive DevOps and networking MCP server providing standardized access to essential infrastructure tools. Features network monitoring, system diagnostics, automation workflows, and infrastructure management with AI-powered operational insights. (Package: `alpadalar-netops-mcp`)
- [aresyn/codex-control-plane-mcp](https://allmcps.com/mcp/aresyn-codex-control-plane-mcp): [](https://glama.ai/mcp/servers/aresyn/codex-control-plane-mcp) 🐍 🏠 🪟 - Durable control plane for long-running Codex Desktop tasks. Submit tasks asynchronously, poll operation/workflow state, approve Plan Mode, recover retries, and use hook-backed SQLite history for search and diagnostics. (Package: `aresyn-codex-control-plane-mcp`)
- [askbudi/roundtable](https://allmcps.com/mcp/askbudi-roundtable): 🐍 🏠 - Zero-configuration MCP server that unifies multiple AI coding assistants (Claude Code, Cursor, Codex) through intelligent auto-discovery and standardized interface. Essential infrastructure for autonomous agent development and multi-AI collaboration workflows. (Package: `askbudi-roundtable`)
- [automateyournetwork/pyATS_MCP](https://allmcps.com/mcp/automateyournetwork-pyats-mcp): Cisco pyATS server enabling structured, model-driven interaction with network devices. (Package: `automateyournetwork-pyats-mcp`)
- [avansaber/tailtest-cline](https://allmcps.com/mcp/avansaber-tailtest-cline): [](https://glama.ai/mcp/servers/avansaber/tailtest-cline) 🐍 🏠 🍎 🪟 🐧 - Adversarial test generation for AI coding sessions. Detects language and framework; writes tests; runs them; classifies failures via R12 (realbug / environment / testbug). Ships 8 adversarial scenario categories. Works in Cline directly and in 8+ editors via Cline host coverage. 162 plugin tests. MIT. (Package: `avansaber-tailtest-cline`)
- [aybelatchane/mcp-server-terminal](https://allmcps.com/mcp/aybelatchane-mcp-server-terminal): 🦀 🏠 🍎 🪟 🐧 - Playwright for terminals - interact with TUI/CLI applications through structured Terminal State Tree representation with element detection. (Package: `aybelatchane-mcp-server-terminal`)
- [aymericzip/intlayer](https://allmcps.com/mcp/aymericzip-intlayer): 📇 ☁️ 🏠 - A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs. (Package: `aymericzip-intlayer`)

### 🏢 Workplace & Productivity
- [6figr-com/jobgpt-mcp-server](https://allmcps.com/mcp/6figr-com-jobgpt-mcp-server): [](https://glama.ai/mcp/servers/@6figr-com/job-gpt-mcp-server) 📇 ☁️ 🏠 🍎 🪟 🐧 - MCP server for JobGPT — search jobs, auto-apply, generate tailored resumes, track applications, and find recruiters from any MCP client. 34 tools for job search, applications, resumes, and outreach. (Package: `6figr-com-jobgpt-mcp-server`)
- [Agentled/mcp-server](https://allmcps.com/mcp/agentled-mcp-server): [](https://glama.ai/mcp/servers/Agentled/mcp-server) 📇 ☁️ - AI-native workflow orchestration with long-term memory, 100+ integrations, and unified credits. 32 MCP tools for building and running intelligent business workflows — lead enrichment, content publishing, company research, media production, and more. Knowledge Graph that learns across executions. (Package: `agentled-mcp-server`)
- [alex13slem/openproject-codex-plugin](https://allmcps.com/mcp/alex13slem-openproject-codex-plugin): [](https://glama.ai/mcp/servers/alex13slem/openproject-codex-plugin) 📇 ☁️ 🏠 🍎 🪟 🐧 - Write-capable MCP server for OpenProject API v3 with Community Edition support. Search, create, update, assign, prioritize, and comment on work packages. Published as io.github.alex13slem/openproject in the official MCP Registry and installable with npx -y openproject-codex-plugin. (Package: `alex13slem-openproject-codex-plugin`)
- [ap311036/ews-meeting-mcp](https://allmcps.com/mcp/ap311036-ews-meeting-mcp): [](https://glama.ai/mcp/servers/ap311036/ews-meeting-mcp) 🐍 🏠 🍎 🪟 🐧 - Safely schedule Outlook meetings on on-prem Exchange EWS. Resolves attendees, discovers rooms, suggests slots, and requires preview-confirmed create/update/cancel writes with local credential handling and audit-friendly lifecycle records. (Package: `ap311036-ews-meeting-mcp`)
- [arifur9993/attendance-engine-mcp](https://allmcps.com/mcp/arifur9993-attendance-engine-mcp): [](https://glama.ai/mcp/servers/arifur9993/attendance-engine-mcp) 📇 🏠 - Workforce attendance, overtime, overnight shifts, rotating rosters, and California wage-and-hour compliance (Labor Code §§ 226.7, 512; Donohue v. AMN). 8 tools backed by @attendance-engine/core — a pure-function, zero-deps, 100%-covered engine. Deterministic answers; same query, same answer, every time. (Package: `arifur9993-attendance-engine-mcp`)
- [ayo-nci/bulkrender-mcp](https://allmcps.com/mcp/ayo-nci-bulkrender-mcp): [](https://glama.ai/mcp/servers/ayo-nci/bulkrender-mcp) 📇 ☁️ - Generate DOCX and PDF documents from reusable templates at scale. Upload a DOCX template once, call generatedocument or generatebatch with JSON data, and receive a signed download link. Walk-in acp tools let agents pay per-session via Stripe with no account required. npx bulkrender-mcp (Package: `ayo-nci-bulkrender-mcp`)
- [backloghq/backlog](https://allmcps.com/mcp/backloghq-backlog): [](https://glama.ai/mcp/servers/backloghq/backlog) 📇 🏠 🍎 🪟 🐧 - Persistent, cross-session task management for Claude Code. 24 MCP tools, 7 skills, and agent coordination with event-sourced storage and per-project isolation. (Package: `backloghq-backlog`)
- [benmonopoli/open-greenhouse-mcp](https://allmcps.com/mcp/benmonopoli-open-greenhouse-mcp): [](https://glama.ai/mcp/servers/benmonopoli/open-greenhouse-mcp) 🐍 ☁️ 🍎 🪟 🐧 - Production-ready MCP server for Greenhouse ATS with 175 tools for recruiting teams. Role-based profiles (full/recruiter/read-only), composite workflow tools for pipeline views, analytics, candidate search, and bulk operations. (Package: `benmonopoli-open-greenhouse-mcp`)
- [Bidsketch/signwell-mcp](https://allmcps.com/mcp/bidsketch-signwell-mcp): [](https://glama.ai/mcp/servers/Bidsketch/signwell-mcp) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Official SignWell MCP server for e-signatures. Create document drafts from uploaded files or reusable templates, send them for signing, track status, send reminders, and download completed PDFs; also manages templates and validates text-tag placeholders in PDFs. Requires a SignWell API key. Install: npx -y @signwell/mcp. (Package: `bidsketch-signwell-mcp`)
- [bit2beat/bitrix24-mcp](https://allmcps.com/mcp/bit2beat-bitrix24-mcp): [](https://glama.ai/mcp/servers/bit2beat/bitrix24-mcp) 📇 🏠 🍎 🪟 🐧 - MCP server that connects Claude to Bitrix24 — CRM, tasks, disk, calendar, chat, business processes, telephony and product catalog. Built by Bit2Beat. (Package: `bit2beat-bitrix24-mcp`)

### 📂 File Systems
- [8b-is/smart-tree](https://allmcps.com/mcp/8b-is-smart-tree): 🦀 🏠 🍎 🪟 🐧 - AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports quantum-semantic mode with intelligent file categorization. (Package: `8b-is-smart-tree`)
- [aadilr/changethisfile-mcp](https://allmcps.com/mcp/aadilr-changethisfile-mcp): [](https://glama.ai/mcp/servers/aadilr/changethisfile-mcp) 📇 ☁️ - Free file conversion between 690+ formats. Tools: convertfile (URL or base64 in → signed download URL out) and listconversions. Covers image, video, audio, document, data, font, ebook, and archive formats. No auth or signup required; remote streamable-HTTP endpoint available (see README). (Package: `aadilr-changethisfile-mcp`)
- [alebgl77/ftp-deploy-mcp](https://allmcps.com/mcp/alebgl77-ftp-deploy-mcp): [](https://glama.ai/mcp/servers/alebgl77/ftp-deploy-mcp) 📇 🏠 🍎 🪟 🐧 - Deploy files from AI agents to your own FTP/FTPS/SFTP servers — multi-server config, recursive deploy with dry-run and gitignore-like excludes, per-server path jail and read-only mode, FileZilla import, one-command setup for popular MCP clients. (Package: `alebgl77-ftp-deploy-mcp`)
- [box/mcp-server-box-remote](https://allmcps.com/mcp/box-mcp-server-box-remote): 🎖️ ☁️ - The Box MCP server allows third party AI agents to securely and seamlessly access Box content and use tools such as search, asking questions from files and folders, and data extraction. (Package: `box-mcp-server-box-remote`)
- [bzsanti/oxidize-python](https://allmcps.com/mcp/bzsanti-oxidize-python): [](https://glama.ai/mcp/servers/bzsanti/oxidize-python) 🐍 🏠 🍎 🪟 🐧 - Rust-powered PDF toolkit: create, read, and analyze PDFs; extract text and entities for RAG; convert to Markdown; split, merge, rotate, and reorder pages; add content, annotations, and form fields; and encrypt documents. Ships in the oxidize-pdf PyPI package — run locally with uvx oxidize-mcp. (Package: `bzsanti-oxidize-python`)
- [ckanthony/Chisel](https://allmcps.com/mcp/ckanthony-chisel): [](https://glama.ai/mcp/servers/@ckanthony/chisel) 🦀 🏠 🍎 🐧 ☁️ - Reduce context usage on file use. Send only unified diffs instead of full files (up to 20-100× fewer tokens), and read large files with targeted grep/sed instead of full reads (up to 500×). Kernel-enforced path confinement hard-locks the agent to a configured root: no accidental reads or writes outside scope. Standalone for your file access or embed in any MCP server (Rust, Node.js, Python via WASM). (Package: `ckanthony-chisel`)
- [Cohexa-ai/agent-coherence](https://allmcps.com/mcp/cohexa-ai-agent-coherence): [](https://glama.ai/mcp/servers/Cohexa-ai/agent-coherence) 🐍 🏠 - Coherence guard for shared files: when two agents write the same file, the stale writer is denied instead of silently overwriting, then reacquires and retries. Single-host, TLA+-verified. Install: uvx --from "agent-coherence[mcp]" stale-write-guard-fs. (Package: `cohexa-ai-agent-coherence`)
- [colapsis/transfa](https://allmcps.com/mcp/colapsis-transfa): [](https://glama.ai/mcp/servers/colapsis/transfa) 📇 ☁️ - Ephemeral file transfer for AI agents and CI/CD pipelines — upload any file, get a SHA-256-verified, TTL-enforced link. 4 tools: upload, fileinfo, listuploads, deleteupload. Zero-config via npx -y transfa-mcp. (Package: `colapsis-transfa`)
- [convertica-net/convertica-mcp](https://allmcps.com/mcp/convertica-net-convertica-mcp): [](https://glama.ai/mcp/servers/convertica-net/convertica-mcp) 📇 ☁️ - Convert PDF ⇄ Word, Excel, PowerPoint, JPG, HTML, Markdown, EPUB and PDF/A, plus merge, split, compress, watermark, sign, and protect PDFs, and convert images (HEIC, WebP) — 35+ tools from convertica.net. Zero-config via npx convertica-mcp. (Package: `convertica-net-convertica-mcp`)
- [cyberchitta/llm-context.py](https://allmcps.com/mcp/cyberchitta-llm-context-py): 🐍 🏠 - Share code context with LLMs via MCP or clipboard (Package: `cyberchitta-llm-context-py`)

### 🎨 Art & Culture
- [8enSmith/mcp-open-library](https://allmcps.com/mcp/8ensmith-mcp-open-library): 📇 ☁️ - A MCP server for the Open Library API that enables AI assistants to search for book information. (Package: `8ensmith-mcp-open-library`)
- [abhiemj/manim-mcp-server](https://allmcps.com/mcp/abhiemj-manim-mcp-server): 🐍 🏠 🪟 🐧 - A local MCP server that generates animations using Manim. (Package: `abhiemj-manim-mcp-server`)
- [AceDataCloud/MCPFlux](https://allmcps.com/mcp/acedatacloud-mcpflux): [](https://glama.ai/mcp/servers/AceDataCloud/MCPFlux) 🐍 ☁️ - Flux AI image generation and editing (Black Forest Labs) via Ace Data Cloud API. (Package: `acedatacloud-mcpflux`)
- [AceDataCloud/MCPNanoBanana](https://allmcps.com/mcp/acedatacloud-mcpnanobanana): [](https://glama.ai/mcp/servers/AceDataCloud/MCPNanoBanana) 🐍 ☁️ - NanoBanana AI image generation and editing with virtual try-on and product placement in realistic scenes. (Package: `acedatacloud-mcpnanobanana`)
- [AceDataCloud/MCPSeedream](https://allmcps.com/mcp/acedatacloud-mcpseedream): [](https://glama.ai/mcp/servers/AceDataCloud/MCPSeedream) 🐍 ☁️ - ByteDance Seedream image generation and editing via Ace Data Cloud API. (Package: `acedatacloud-mcpseedream`)
- [ahujasid/blender-mcp](https://allmcps.com/mcp/ahujasid-blender-mcp): 🐍 - MCP server for working with Blender (Package: `ahujasid-blender-mcp`)
- [AIDataNordic/alexandria-mcp](https://allmcps.com/mcp/aidatanordic-alexandria-mcp): [](https://glama.ai/mcp/servers/AIDataNordic/alexandria-mcp) 🐍 ☁️ - (Package: `aidatanordic-alexandria-mcp`)
- [albertnahas/icogenie-mcp](https://allmcps.com/mcp/albertnahas-icogenie-mcp): [](https://glama.ai/mcp/servers/@albertnahas/icogenie-mcp) 📇 ☁️ - AI-powered SVG icon generation MCP server. Generate production-ready SVG icons from text descriptions with customizable styles. (Package: `albertnahas-icogenie-mcp`)
- [alexzavialov/travel-art-mcp](https://allmcps.com/mcp/alexzavialov-travel-art-mcp): [](https://glama.ai/mcp/servers/alexzavialov/travel-art-mcp) 📇 ☁️ - Art-tourism data for AI agents: biennales (Venice, Whitney), art fairs (Art Basel, Frieze), and major museum visitor guides (Louvre, Vatican, Uffizi, Prado, +growing). Three tools: findartevents, findmuseumguide, recommendarttrip. Hosted at https://mcp.travel.art/, no install. Catalogue grounded in 10 cornerstone editorial guides at travel.art. (Package: `alexzavialov-travel-art-mcp`)
- [aliafsahnoudeh/shahnameh-mcp-server](https://allmcps.com/mcp/aliafsahnoudeh-shahnameh-mcp-server): 🐍 🏠 🍎 🪟 🐧 - MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Ferdowsi, including sections, verses and explanations. (Package: `aliafsahnoudeh-shahnameh-mcp-server`)

### 🗺️ Location Services
- [930m310n/geomelon-mcp](https://allmcps.com/mcp/930m310n-geomelon-mcp): [](https://glama.ai/mcp/servers/930m310n/geomelon-mcp) 🎖️ 📇 ☁️ - Cities, countries, regions, and languages with multilingual names (50 languages) and a free keyless autocomplete tool. Also runs a public hosted instance at https://mcp.geomelon.dev/mcp, no signup required. (Package: `930m310n-geomelon-mcp`)
- [APOGEOAPI/apogeoapi-mcp](https://allmcps.com/mcp/apogeoapi-apogeoapi-mcp): [](https://glama.ai/mcp/servers/APOGEOAPI/apogeoapi-mcp) 📇 ☁️ - Geographic data and live exchange rates: 250+ countries, 5K+ states, 150K+ cities, IP geolocation, and 161 currency rates in one MCP server. Requires APOGEOAPIKEY. (Package: `apogeoapi-apogeoapi-mcp`)
- [bamwor-dev/bamwor-mcp-server](https://allmcps.com/mcp/bamwor-dev-bamwor-mcp-server): [](https://glama.ai/mcp/servers/bamwor-dev/bamwor-mcp-server) 📇 ☁️ - World geographic data for AI agents. 261 countries with 20+ statistics and 13.4M cities with population, coordinates, and timezone. Powered by Bamwor API. (Package: `bamwor-dev-bamwor-mcp-server`)
- [baphometnxg/aloha-fyi-mcp](https://allmcps.com/mcp/baphometnxg-aloha-fyi-mcp): [](https://glama.ai/mcp/servers/baphometnxg/aloha-fyi-mcp) 📇 ☁️ - First dedicated Hawaii tourism MCP server. 2,583 bookable tours from Viator, GetYourGuide, Klook, and Groupon, plus 579 events across 70+ venues on Oahu, Maui, Big Island, and Kauai. Results ship with affiliate booking links. Hosted Streamable HTTP endpoint — no install required. Powered by aloha.fyi. (Package: `baphometnxg-aloha-fyi-mcp`)
- [briandconnelly/mcp-server-ipinfo](https://allmcps.com/mcp/briandconnelly-mcp-server-ipinfo): 🐍 ☁️  - IP address geolocation and network information using IPInfo API (Package: `briandconnelly-mcp-server-ipinfo`)
- [cablate/mcp-google-map](https://allmcps.com/mcp/cablate-mcp-google-map): [](https://glama.ai/mcp/servers/cablate/mcp-google-map) 📇 ☁️ 🏠 - Google Maps MCP server with 8 tools (geocode, search, directions, elevation), stdio + StreamableHTTP transport, Agent Skill definitions, and standalone exec CLI mode. (Package: `cablate-mcp-google-map`)
- [cqtrinv/trinvmcp](https://allmcps.com/mcp/cqtrinv-trinvmcp): 📇 ☁️ - Explore French communes and cadastral parcels based on name and surface (Package: `cqtrinv-trinvmcp`)
- [cturkieh/france-data-mcp](https://allmcps.com/mcp/cturkieh-france-data-mcp): [](https://glama.ai/mcp/servers/cturkieh/france-data-mcp) 📇 ☁️ 🏠 - French territorial intelligence MCP — cross-references public registries (FINESS healthcare facilities, RPPS health professionals, INSEE companies, IGN geocoding) for multi-source agentic reasoning over French open data. (Package: `cturkieh-france-data-mcp`)
- [devilcoder01/weather-mcp-server](https://allmcps.com/mcp/devilcoder01-weather-mcp-server): 🐍 ☁️ - Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions. (Package: `devilcoder01-weather-mcp-server`)
- [discava/mcp-server](https://allmcps.com/mcp/discava-mcp-server): 📇 ☁️ - Search Millions of local businesses worldwide (Europe, Northamerica, Southamerica, Asia, Oceania), confidence scores, and agent trust rankings. No API key required. [](https://glama.ai/mcp/servers/discava/mcp-server) (Package: `discava-mcp-server`)

### 🧮 Data Science Tools
- [98lukehall/renoun-mcp](https://allmcps.com/mcp/98lukehall-renoun-mcp): [](https://glama.ai/mcp/servers/@98lukehall/renoun-mcp) 🐍 ☁️ - Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence across 17 channels without analyzing content. (Package: `98lukehall-renoun-mcp`)
- [abhiphile/fermat-mcp](https://allmcps.com/mcp/abhiphile-fermat-mcp): 🐍 🏠 🍎 🪟 🐧 - The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful server. Perfect for developers & researchers needing symbolic algebra, numerical computing, and data visualization. (Package: `abhiphile-fermat-mcp`)
- [Archerkattri/mathlas](https://allmcps.com/mcp/archerkattri-mathlas): [](https://glama.ai/mcp/servers/Archerkattri/mathlas) 🐍 🏠 - Airtight math for agents: 3.7M-theorem search, PSLQ constant ID, OEIS, real Lean kernel checks, applicability checklists. No LLM inside, no API key. (Package: `archerkattri-mathlas`)
- [arrismo/kaggle-mcp](https://allmcps.com/mcp/arrismo-kaggle-mcp): 🐍 ☁️ - Connects to Kaggle, ability to download and analyze datasets. (Package: `arrismo-kaggle-mcp`)
- [avisangle/calculator-server](https://allmcps.com/mcp/avisangle-calculator-server): 🏎️ 🏠 - A comprehensive Go-based MCP server for mathematical computations, implementing 13 mathematical tools across basic arithmetic, advanced functions, statistical analysis, unit conversions, and financial calculations. (Package: `avisangle-calculator-server`)
- [BlackMount-ai/blackmount-nlp-mcp](https://allmcps.com/mcp/blackmount-ai-blackmount-nlp-mcp): [](https://glama.ai/mcp/servers/BlackMount-ai/blackmount-nlp-mcp) 🐍 🏠 🍎 🪟 🐧 - Deterministic local text analysis: sentiment, readability scoring, keyword extraction, text similarity, summarization, and language detection across 18 languages. Pure Python, zero heavy dependencies, 42 KB wheel. Install: pip install blackmount-nlp-mcp. (Package: `blackmount-ai-blackmount-nlp-mcp`)
- [bradleylab/stella-mcp](https://allmcps.com/mcp/bradleylab-stella-mcp): 🐍 🏠 - Create, read, validate, and save Stella system dynamics models (.stmx files in XMILE format) for scientific simulation and modeling. (Package: `bradleylab-stella-mcp`)
- [Bright-L01/networkx-mcp-server](https://allmcps.com/mcp/bright-l01-networkx-mcp-server): 🐍 🏠 - The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization. (Package: `bright-l01-networkx-mcp-server`)
- [chohyerinn/filter-mcp-server](https://allmcps.com/mcp/chohyerinn-filter-mcp-server): [](https://glama.ai/mcp/servers/chohyerinn/filter-mcp-server) 🐍 🏠 - Compares approximate filter data structures (Bloom, Counting Bloom, Cuckoo, SuRF) via MCP (Package: `chohyerinn-filter-mcp-server`)
- [ChronulusAI/chronulus-mcp](https://allmcps.com/mcp/chronulusai-chronulus-mcp): 🐍 ☁️ - Predict anything with Chronulus AI forecasting and prediction agents. (Package: `chronulusai-chronulus-mcp`)

### 🔒 Delivery
- [aarsiv-groups/shipi-mcp-server](https://allmcps.com/mcp/aarsiv-groups-shipi-mcp-server): 📇 ☁️ - Shipi MCP server to create shipments, track packages, and compare rates with 18 tools for various carriers. Supports remote MCP. (Package: `aarsiv-groups-shipi-mcp-server`)
- [arthurpanhku/DragonMCP](https://allmcps.com/mcp/arthurpanhku-dragonmcp): [](https://glama.ai/mcp/servers/arthurpanhku/dragon-mcp) 📇 🏠 ☁️ 🍎   - MCP server for Greater China local life services: Meituan/Ele.me food delivery, Didi/Meituan ride-hailing, WeChat Pay/Alipay, Amap/Baidu Maps, 12306 high-speed rail, Taobao/JD/Xianyu e-commerce, Hong Kong government e-services, and more. (Package: `arthurpanhku-dragonmcp`)
- [catrinmdonnelly/royalmail-mcp](https://allmcps.com/mcp/catrinmdonnelly-royalmail-mcp): [](https://glama.ai/mcp/servers/catrinmdonnelly/royalmail-mcp) 📇 ☁️ - Book, label, track and cancel Royal Mail and Parcelforce shipments. 33 UK and international services via friendly keys or raw Service Register codes. npx royalmail-mcp. (Package: `catrinmdonnelly-royalmail-mcp`)
- [childrentime/reactuse](https://allmcps.com/mcp/childrentime-reactuse): [](https://glama.ai/mcp/servers/childrentime/reactuse) 📇 🏠 🍎 🪟 🐧 - MCP server for the ReactUse library — 110+ React Hooks (TypeScript-first, SSR-compatible, tree-shakable). Lets AI assistants discover hook signatures, demos, and usage patterns directly from the docs. (Package: `childrentime-reactuse`)
- [deslay1/amendor-mcp](https://allmcps.com/mcp/deslay1-amendor-mcp): [](https://glama.ai/mcp/servers/deslay1/amendor-mcp) 📇 ☁️ - Lets the non-technical people you build for request UI changes directly on your live site, then pulls each request (with the exact element and page) into your coding agent so it builds it on a branch and opens a pull request. Works with Claude Code, Cursor, Cline, Codex, and remote agents over HTTP. npx -y amendor-mcp (Package: `deslay1-amendor-mcp`)
- [iafanasov/packzoo-mcp](https://allmcps.com/mcp/iafanasov-packzoo-mcp): [](https://glama.ai/mcp/servers/IAfanasov/packzoo-mcp) 📇 ☁️ - Compare parcel and letter delivery prices across 60+ carriers in 27 European countries. Remote MCP: packzoo.com/api/mcp. (Package: `iafanasov-packzoo-mcp`)
- [jordandalton/doordash-mcp-server](https://allmcps.com/mcp/jordandalton-doordash-mcp-server): 🐍 – DoorDash Delivery (Unofficial) (Package: `jordandalton-doordash-mcp-server`)
- [kannajune/mcp-architect](https://allmcps.com/mcp/kannajune-mcp-architect): [](https://glama.ai/mcp/servers/kannajune/mcp-architect) 🐍 🏠 - Gives any AI assistant real architectural understanding of a codebase: tech-stack overview, internal dependency graph with cycle detection, risk hotspots, and module summaries. Local, zero-config, no API keys. uvx mcp-architect. (Package: `kannajune-mcp-architect`)
- [LS-SIEM-LLP/qa-probe](https://allmcps.com/mcp/ls-siem-llp-qa-probe): [](https://glama.ai/mcp/servers/LS-SIEM-LLP/qa-probe) 📇 🏠 🍎 🪟 🐧 - Probes your live API and classifies why each endpoint failed (root cause + evidence + calibrated confidence) over MCP, so your AI assistant debugs from evidence instead of guessing. Deterministic rules, no black box. Works with FastAPI, Express, Next.js, tRPC, and GraphQL. npm i -g qa-probe (Package: `ls-siem-llp-qa-probe`)
- [todah-zg/codemagic-mcp](https://allmcps.com/mcp/todah-zg-codemagic-mcp): [](https://glama.ai/mcp/servers/todah-zg/codemagic-mcp) 📇 ☁️ - Build, sign, and publish iOS and Android apps through AI agents. Integrates Codemagic CI/CD, App Store Connect, and Google Play in one server. (Package: `todah-zg-codemagic-mcp`)

### 📊 Monitoring
- [aayushmdesai/mcp-dotnet-diagnostics](https://allmcps.com/mcp/aayushmdesai-mcp-dotnet-diagnostics): [](https://glama.ai/mcp/servers/aayushmdesai/mcp-dotnet-diagnostics) 🏠 🍎 🐧 - Live .NET runtime diagnostics for AI assistants. Ask Claude to diagnose memory leaks, GC pressure, LOH fragmentation, and thread starvation in any running .NET process — no code changes required. Install: dotnet tool install -g mcp-dotnet-diagnostics (Package: `aayushmdesai-mcp-dotnet-diagnostics`)
- [adanb13/cirdan](https://allmcps.com/mcp/adanb13-cirdan): [](https://glama.ai/mcp/servers/adanb13/cirdan) 🐍 🏠 🍎 🪟 🐧 - AI infrastructure cartographer & MCP server: fingerprints, graphs, and watches the live infrastructure an agent can reach (Docker, Kubernetes, cloud, IaC) and detects incidents. (Package: `adanb13-cirdan`)
- [agentkitai/agentlens](https://allmcps.com/mcp/agentkitai-agentlens): [](https://glama.ai/mcp/servers/agentkitai/agentlens) 📇 🏠 ☁️ 🍎 🪟 🐧 - Tamper-evident observability for AI agents: a SHA-256 hash-chained audit log with chain verification and signed export (EU AI Act Art. 12). Instrument any agent with zero code via npx -y @agentlensai/mcp; also ingests OpenTelemetry GenAI traces. (Package: `agentkitai-agentlens`)
- [alilxxey/openobserve-community-mcp](https://allmcps.com/mcp/alilxxey-openobserve-community-mcp): [](https://glama.ai/mcp/servers/alilxxey/openobserve-community-mcp) 🐍 🏠 🍎 🪟 🐧 - Read-only MCP server for OpenObserve Community Edition via REST API. Search logs, traces, stream schemas, and dashboards without requiring the Enterprise license. (Package: `alilxxey-openobserve-community-mcp`)
- [alimuratkuslu/byok-observability-mcp](https://allmcps.com/mcp/alimuratkuslu-byok-observability-mcp): [](https://github.com/alimuratkuslu/byok-observability-mcp) 📇 🏠 ☁️ 🍎 🪟 🐧 - Comprehensive MCP server for Grafana, Prometheus, Kafka UI, and Datadog with a secure "Bring Your Own Key" or BYOK model. (Package: `alimuratkuslu-byok-observability-mcp`)
- [Alog/alog-mcp](https://allmcps.com/mcp/alog-alog-mcp): 📇 ☁️ - AI agent activity logger & monitor MCP server with 20 tools. Post logs, create articles, manage social interactions, and monitor AI agent activities on the Alog platform. (Package: `alog-alog-mcp`)
- [andreisirbu91-lab/MCPSpend](https://allmcps.com/mcp/andreisirbu91-lab-mcpspend): [](https://glama.ai/mcp/servers/andreisirbu91-lab/MCPSpend) 📇 ☁️ 🍎 🪟 🐧 - Real-time cost observability for MCP tool calls. Transparent proxy auto-detects every MCP client (Claude Desktop, Cursor, Windsurf, VS Code, Claude Code, Zed, Continue.dev, Cline, Goose) and attributes spend per tool, per project, per end-customer. npx @mcpspend/proxy add install. Free tier 25K calls/month, no card. MIT proxy on npm. EU-hosted, GDPR-ready. (Package: `andreisirbu91-lab-mcpspend`)
- [antonio-mello-ai/mcp-redis-monitor](https://allmcps.com/mcp/antonio-mello-ai-mcp-redis-monitor): [](https://glama.ai/mcp/servers/antonio-mello-ai/mcp-redis-monitor) 🐍 🏠 - Read-only Redis monitoring — queue depths by type, Celery queue status, connected clients, server/memory stats, and key counts per database. 5 tools, built with FastMCP. Install: uvx mcp-redis-monitor. (Package: `antonio-mello-ai-mcp-redis-monitor`)
- [argosvix/mcp-server](https://allmcps.com/mcp/argosvix-mcp-server): [](https://glama.ai/mcp/servers/argosvix/mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Observability for AI agents: 87 tools to query LLM cost, errors, and latency across OpenAI/Anthropic/Gemini/Mistral, and operate alerts, budget gates, evals, and safety checks from Claude/Cursor. Install: npx -y @argosvix/mcp-server. (Package: `argosvix-mcp-server`)
- [arnavranjan005/mcp-telemetry](https://allmcps.com/mcp/arnavranjan005-mcp-telemetry): [](https://glama.ai/mcp/servers/arnavranjan005/mcp-telemetry) 📇 🏠 🍎 🪟 🐧 - Socket.IO-style telemetry for MCP servers. Instrument a tool call with a few lines of mcp-telemetry-sdk, and telemetrysubscribe streams its live progress (steps, logs, cost, done) to any connected MCP client via notifications/progress — no polling, and a job started in one session can be watched from a completely different one. (Package: `arnavranjan005-mcp-telemetry`)

### 💬 Communication
- [AbdelStark/nostr-mcp](https://allmcps.com/mcp/abdelstark-nostr-mcp): ☁️ - A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more. (Package: `abdelstark-nostr-mcp`)
- [adhikasp/mcp-twikit](https://allmcps.com/mcp/adhikasp-mcp-twikit): 🐍 ☁️ - Interact with Twitter search and timeline (Package: `adhikasp-mcp-twikit`)
- [aeoess/mingle-mcp](https://allmcps.com/mcp/aeoess-mingle-mcp): [](https://glama.ai/mcp/servers/aeoess/mingle-mcp) 📇 ☁️ - Agent-to-agent networking. Your AI publishes what you need, matches with other people's agents, both humans approve before connecting. 6 tools, Ed25519 signed, shared network at api.aeoess.com. (Package: `aeoess-mingle-mcp`)
- [agenticmail/agenticmail](https://allmcps.com/mcp/agenticmail-agenticmail): [](https://glama.ai/mcp/servers/agenticmail/agenticmail) 📇 🏠 🍎 🪟 🐧 - Real email and SMS for AI agents. Run a local mail server with disposable inboxes, send/receive real email, fetch verification codes, and drive a real inbox — all from your machine, no third-party email API. Install with npx @agenticmail/mcp. (Package: `agenticmail-agenticmail`)
- [agentmail-toolkit/mcp](https://allmcps.com/mcp/agentmail-toolkit-mcp): 🐍 💬 - An MCP server to create inboxes on the fly to send, receive, and take actions on email. We aren't AI agents for email, but email for AI Agents. (Package: `agentmail-toolkit-mcp`)
- [anypost/emailmd](https://allmcps.com/mcp/anypost-emailmd): [](https://glama.ai/mcp/servers/anypost/emailmd) 📇 ☁️ 🏠 - Write and preview emails from your assistant. Renders markdown into email-safe HTML that holds up in Outlook and Gmail, lints drafts for deliverability problems, and returns a live preview link. Hosted with no API key, or run it locally with npx emailmd mcp. (Package: `anypost-emailmd`)
- [arbengine/mailbox-mcp](https://allmcps.com/mcp/arbengine-mailbox-mcp): [](https://glama.ai/mcp/servers/arbengine/mailbox-mcp) 📇 ☁️ - Physical mail API for AI agents. Send letters, certified mail, postcards, and batch mailings with cost previews, approval controls, tracking, and webhooks. (Package: `arbengine-mailbox-mcp`)
- [areweai/tsgram-mcp](https://allmcps.com/mcp/areweai-tsgram-mcp): TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go! (Package: `areweai-tsgram-mcp`)
- [arpitbatra123/mcp-googletasks](https://allmcps.com/mcp/arpitbatra123-mcp-googletasks): 📇 ☁️ - An MCP server to interface with the Google Tasks API (Package: `arpitbatra123-mcp-googletasks`)
- [AutomateLab-tech/content-distribution-mcp](https://allmcps.com/mcp/automatelab-tech-content-distribution-mcp): [](https://glama.ai/mcp/servers/AutomateLab-tech/content-distribution-mcp) 📇 ☁️ 🏠 - Publish one piece of content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, LinkedIn, Medium and Twitter with idempotent state and per-platform adaptation. (Package: `automatelab-tech-content-distribution-mcp`)

### 🎯 Marketing
- [acamolese/google-search-console-mcp](https://allmcps.com/mcp/acamolese-google-search-console-mcp): [](https://glama.ai/mcp/servers/acamolese/google-search-console-mcp) 🐍 ☁️ - Google Search Console MCP server: query performance data, inspect URLs, check indexing, and generate brandable HTML SEO audit reports with a 30/60/90-day roadmap. Read-only OAuth scope, installable via uvx mcp-google-search-console. (Package: `acamolese-google-search-console-mcp`)
- [AdsMCP/tiktok-ads-mcp-server](https://allmcps.com/mcp/adsmcp-tiktok-ads-mcp-server): 🐍 ☁️ - A Model Context Protocol server for TikTok Ads API integration, enabling AI assistants to manage campaigns, analyze performance metrics, handle audiences and creatives with OAuth authentication flow. (Package: `adsmcp-tiktok-ads-mcp-server`)
- [Agent-Prod/muze-mcp](https://allmcps.com/mcp/agent-prod-muze-mcp): [](https://glama.ai/mcp/servers/Agent-Prod/muze-mcp) 🎖️ 🐍 ☁️ - Run your ecommerce ads from Claude & ChatGPT. Meta, Google, Amazon and Shopify: 150+ tools to read performance, inspect campaigns, research competitor ads, and take confirm-gated writes (pause, budgets, launches) that always stage paused. Hosted; connect via OAuth or an API key at https://backend.muzecmo.com/mcp (Package: `agent-prod-muze-mcp`)
- [AIOProductOS/studio-mcp](https://allmcps.com/mcp/aioproductos-studio-mcp): [](https://glama.ai/mcp/servers/AIOProductOS/studio-mcp) 🎖️ 📇 🏠 🍎 🪟 🐧 - Turns your AI host into a product videographer: scripted screen recordings of your own web app with a visible gliding cursor, camera zooms, highlight callouts, captions, and designed scene transitions, plus marketing-grade screenshots; deterministic dark-frame cleanup and MP4/GIF export. Free and fully local. npx -y @aioproductoscom/mcp-studio (Package: `aioproductos-studio-mcp`)
- [alexey-pelykh/lhremote](https://allmcps.com/mcp/alexey-pelykh-lhremote): 📇 🏠 - Open-source CLI and MCP server for LinkedHelper automation — 32 tools for campaign management, messaging, and profile queries via Chrome DevTools Protocol. (Package: `alexey-pelykh-lhremote`)
- [andrealufino/aapl-ads-mcp](https://allmcps.com/mcp/andrealufino-aapl-ads-mcp): [](https://glama.ai/mcp/servers/andrealufino/aapl-ads-mcp) 📇 - (Package: `andrealufino-aapl-ads-mcp`)
- [antohins/seo-tools-mcp](https://allmcps.com/mcp/antohins-seo-tools-mcp): [](https://glama.ai/mcp/servers/antohins/seo-tools-mcp) 📇 🏠 - Five read-only SEO servers for the Google/Yandex (RU/CIS) market: SERP (XMLStock), Yandex Wordstat, Google Search Console (Search Analytics + URL Inspection), Yandex.Webmaster, and Yandex.Metrica. 38 tools, multi-account, OAuth with auto-refresh. Install: npx -y seo-tools-mcp-. (Package: `antohins-seo-tools-mcp`)
- [AppVisionOS/apple-search-ads-mcp](https://allmcps.com/mcp/appvisionos-apple-search-ads-mcp): [](https://glama.ai/mcp/servers/AppVisionOS/apple-search-ads-mcp) 📇 ☁️ - Apple Ads (formerly Apple Search Ads) Campaign Management API v5 with 1:1 endpoint coverage — 74 typed tools across campaigns, ad groups, ads, creatives, custom product pages, targeting + negative keywords, performance reports, async impression-share reports, budget orders, ACLs, app/geo discovery, and rejection-reason audits. Multi-org support via per-call override. Install: npm i -g apple-search-ads-mcp. (Package: `appvisionos-apple-search-ads-mcp`)
- [askads/mcp-vk-ads](https://allmcps.com/mcp/askads-mcp-vk-ads): [](https://glama.ai/mcp/servers/askads/mcp-vk-ads) 📇 ☁️ - VK Ads (VK Реклама) API — manage ad plans, ad groups, banners, and pull statistics. Read + write. (Package: `askads-mcp-vk-ads`)
- [atomno-mcp/mcp-erid](https://allmcps.com/mcp/atomno-mcp-mcp-erid): [](https://glama.ai/mcp/servers/atomno-mcp/mcp-erid) 🐍 ☁️ - MCP-проверка маркировки интернет-рекламы (erid/ЕРИР): валидация токена, аудит страницы на соответствие 38-ФЗ. Волна 1, роль «читалки», ответственность не на нас (Package: `atomno-mcp-mcp-erid`)

### ⚖️ Legal
- [ad0750/regintel-mcp](https://allmcps.com/mcp/ad0750-regintel-mcp): [](https://glama.ai/mcp/servers/ad0750/regintel-mcp)🐍 ☁️ - MCP server for the RegIntel API: structured regulatory data across 41 jurisdictions and 212 regulations (GDPR, MiCA, DORA, SEC, FINRA, FCA, APRA, ASIC, MAS). Tools for search, lookup, recent updates, and compliance checks. (Package: `ad0750-regintel-mcp`)
- [ark-forge/mcp-eu-ai-act](https://allmcps.com/mcp/ark-forge-mcp-eu-ai-act): [](https://glama.ai/mcp/servers/@ark-forge/mcp-eu-ai-act) 📇 ☁️ - EU AI Act compliance scanner that detects regulatory violations in AI codebases with risk classification and remediation guidance. (Package: `ark-forge-mcp-eu-ai-act`)
- [atomno-labs/mcp-sudact](https://allmcps.com/mcp/atomno-labs-mcp-sudact): [](https://glama.ai/mcp/servers/atomno-labs/mcp-sudact) 🐍☁️ - Russian court practice (Sudact): case search by article, court, instance and dates; full decision text. (Package: `atomno-labs-mcp-sudact`)
- [atomno-mcp/mcp-fssp](https://allmcps.com/mcp/atomno-mcp-mcp-fssp): [](https://glama.ai/mcp/servers/atomno-mcp/mcp-fssp) 🐍☁️ - FSSP enforcement proceedings lookup for Russian debtors and compliance checks. (Package: `atomno-mcp-mcp-fssp`)
- [aydincan/turk-hukuku-mevzuat-mcp](https://allmcps.com/mcp/aydincan-turk-hukuku-mevzuat-mcp): [](https://glama.ai/mcp/servers/aydincan/turk-hukuku-mevzuat-mcp) 🐍 ☁️ - Turkish legislation live from the official source (mevzuat.gov.tr): current article text by law and article number, with verification links. Install: uvx turk-hukuku-mevzuat-mcp. (Package: `aydincan-turk-hukuku-mevzuat-mcp`)
- [buildsyncinc/gibs-mcp](https://allmcps.com/mcp/buildsyncinc-gibs-mcp): 🐍 ☁️ - Regulatory compliance (AI Act, GDPR, DORA) with article-level citations (Package: `buildsyncinc-gibs-mcp`)
- [cm2489/oravan](https://allmcps.com/mcp/cm2489-oravan): [](https://glama.ai/mcp/servers/cm2489/oravan) 📇 ☁️ - Nonpartisan U.S. Congress data: plain-language bill decodes (bilingual EN/ES), representative lookup by ZIP with district-office phone numbers, and what’s-moving urgency ranking. Read-only, keyless, no accounts. Remote server at oravan.org/api/mcp/mcp, listed in the MCP registry as org.oravan/mcp. (Package: `cm2489-oravan`)
- [conformi-eu/conformi-search-mcp](https://allmcps.com/mcp/conformi-eu-conformi-search-mcp): [](https://glama.ai/mcp/servers/conformi-eu/conformi-search-mcp) 📇 ☁️ - EU legal research with verifiable CELEX citations from the EUR-Lex corpus (DE/EN/FR). Semantic search, knowledge reports and application-date timelines for GDPR, AI Act, NIS2, DORA and more. Remote server at conformi.eu/api/mcp, listed in the MCP registry as eu.conformi/conformi-search. (Package: `conformi-eu-conformi-search-mcp`)
- [djtellado/nexus-legal-mcp](https://allmcps.com/mcp/djtellado-nexus-legal-mcp): [](https://glama.ai/mcp/servers/djtellado/nexus-legal-mcp) 📇 ☁️ - Multi-jurisdictional legal analysis (ISO 31000) for Spanish, Latin American and European law. 11 tools: analyze, draft, audit, montecarlo, doctrina (DGT/TEAC), jurisprudencia (CENDOJ 141k + Colombian CC/CSJ/CE 106k), opinion, redteam, crossbordercompare, consulta. Install: npx -y @nexus-legal/mcp with API key from https://nexusquantum.legal/developers. (Package: `djtellado-nexus-legal-mcp`)
- [edithatogo/fyi-cli](https://allmcps.com/mcp/edithatogo-fyi-cli): [](https://glama.ai/mcp/servers/edithatogo/fyi-cli) 🦀 🏠 🪟 - Multi-jurisdiction Freedom of Information / Official Information request tracker (fyi-mcp) for Alaveteli platforms (FYI.org.nz, WhatDoTheyKnow, RightToKnow, and more). Local SQLite storage with tools for requests, authorities, correspondence, offline sync, and health checks. Official MCP Registry: io.github.edithatogo/fyi-mcp. (Package: `edithatogo-fyi-cli`)

### 🔄 Version Control
- [adhikasp/mcp-git-ingest](https://allmcps.com/mcp/adhikasp-mcp-git-ingest): 🐍 🏠 - Read and analyze GitHub repositories with your LLM (Package: `adhikasp-mcp-git-ingest`)
- [costajohnt/oss-autopilot](https://allmcps.com/mcp/costajohnt-oss-autopilot): [](https://glama.ai/mcp/servers/costajohnt/oss-autopilot) 📇 ☁️ 🏠 🍎 🪟 🐧 - Open source contribution manager with PR tracking across repos, issue discovery, CI failure diagnosis, and maintainer response drafting. Available as CLI, MCP server, and Claude Code plugin. (Package: `costajohnt-oss-autopilot`)
- [daniloneto/bitbucket-mcp](https://allmcps.com/mcp/daniloneto-bitbucket-mcp): [](https://glama.ai/mcp/servers/daniloneto/bitbucket-mcp) 📇 ☁️ - MCP server for Bitbucket Cloud focused on pull-request review — read PRs, diffs, comments, commits, files and the repo tree; post inline/general comments, approve, or request changes. Uses Atlassian API tokens (stdio). (Package: `daniloneto-bitbucket-mcp`)
- [ddukbg/github-enterprise-mcp](https://allmcps.com/mcp/ddukbg-github-enterprise-mcp): 📇 ☁️ 🏠 - MCP server for GitHub Enterprise API integration (Package: `ddukbg-github-enterprise-mcp`)
- [gitea/gitea-mcp](https://allmcps.com/mcp/gitea-gitea-mcp): 🎖️ 🏎️ ☁️ 🏠 🍎 🪟 🐧 - Interactive with Gitea instances with MCP. (Package: `gitea-gitea-mcp`)
- [github/github-mcp-server](https://allmcps.com/mcp/github-github-mcp-server): 📇 ☁️ - Official GitHub server for integration with repository management, PRs, issues, and more. (Package: `github-github-mcp-server`)
- [gitopia/gitopia-mcp-server](https://allmcps.com/mcp/gitopia-gitopia-mcp-server): [](https://glama.ai/mcp/servers/gitopia/gitopia-mcp-server) 🏎️ 🏠 🍎 🪟 🐧 - Decentralized Git with on-chain governance, bounties, and DAOs. Tools for repos, issues, PRs, labels, releases, bounties, and DAO proposals. Auto-wallet on first use, trust tiers, and approval mode for human-in-the-loop. Go binary or Docker. (Package: `gitopia-gitopia-mcp-server`)
- [HasanJahidul/git-insight-mcp](https://allmcps.com/mcp/hasanjahidul-git-insight-mcp): [](https://glama.ai/mcp/servers/HasanJahidul/git-insight-mcp) 📇 🏠 🍎 🪟 🐧 - Semantic git queries beyond git log: who-touched (blame grouped by author with primary owner), introducing-PR, co-change suggestions, branch hygiene (ahead/behind/stale), recent-work standup, and full commit context. Local git plus optional GitHub API for PR and issue linkage. (Package: `hasanjahidul-git-insight-mcp`)
- [JaviMaligno/mcp-server-bitbucket](https://allmcps.com/mcp/javimaligno-mcp-server-bitbucket): 🐍 ☁️ - Bitbucket MCP server with 58 tools for repository management, PRs, pipelines, branches, commits, deployments, webhooks, tags, branch restrictions, and source browsing. (Package: `javimaligno-mcp-server-bitbucket`)
- [jmrplens/gitlab-mcp-server](https://allmcps.com/mcp/jmrplens-gitlab-mcp-server): [](https://glama.ai/mcp/servers/jmrplens/gitlab-mcp-server) 🏎️ ☁️ 🏠 🍎 🪟 🐧 - Complete GitLab REST API v4 coverage with 1006 MCP tools across 162 domains, 42 meta-tools, 24 resources, and 38 prompts. Cross-platform Go binary with stdio and HTTP transports, OAuth support, auto-update, read-only and safe modes. (Package: `jmrplens-gitlab-mcp-server`)

### 🔮 Spirituality & Esoterica
- [adityarya24/astro-skill](https://allmcps.com/mcp/adityarya24-astro-skill): [](https://glama.ai/mcp/servers/adityarya24/astro-skill) 🐍 🏠 🍎 🪟 🐧 - Open-source Vedic astrology engine and stdio MCP server — deterministic kundali, Vimshottari dasha (maha/antar/pratyantar), panchang, gochar + Sade Sati, ashtakavarga, guna milan, divisional charts, and 12-page Hindi janma patrika PDFs. Bundled Swiss Ephemeris, SQLite client storage, no API key. (Package: `adityarya24-astro-skill`)
- [astroway/astroway-mcp](https://allmcps.com/mcp/astroway-astroway-mcp): [](https://glama.ai/mcp/servers/astroway/astroway-mcp) 📇 ☁️ 🍎 🪟 🐧 - Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation API — natal charts, synastry, transits, Vedic dashas (Vimshottari, Yogini, Ashtottari, Kalachakra), 16 Vargas, Tarot (Rider-Waite-Smith / Marseille / Lenormand), Numerology (5 systems), Human Design, AI horoscopes. Sub-arcsecond Swiss Ephemeris precision, 10 000 free credits/month. Install: npx @astroway/mcp. (Package: `astroway-astroway-mcp`)
- [davidmosiah/astral-mcp](https://allmcps.com/mcp/davidmosiah-astral-mcp): [](https://glama.ai/mcp/servers/davidmosiah/astral-mcp) 📇 🏠 🍎 🪟 🐧 - Zero-setup astrology MCP server for natal charts, current transits, synastry, Moon phases and birthplace lookup, with privacy modes for compact agent payloads. (Package: `davidmosiah-astral-mcp`)
- [openfate-ai/bazi-mcp](https://allmcps.com/mcp/openfate-ai-bazi-mcp): [](https://glama.ai/mcp/servers/openfate-ai/bazi-mcp) 📇 🏠 🍎 🪟 🐧 - Deterministic Bazi / Four Pillars MCP server with True Solar Time, lunar/solar conversion, Da Yun luck cycles, branch interactions, reverse Bazi lookup, and OpenFate calculation metadata. Install: npx -y @openfate/bazi-mcp. (Package: `openfate-ai-bazi-mcp`)
- [socraticsurge/telugu-calendar-utilities](https://allmcps.com/mcp/socraticsurge-telugu-calendar-utilities): [](https://glama.ai/mcp/servers/socraticsurge/telugu-calendar-utilities) 🐍 🏠 - Telugu Panchangam (Hindu almanac): tithi, nakshatra, muhurta windows, 30+ festivals, tarabalam & chandrabalam good-day finder, gochara transits and a deterministic daily rasi phalalu — Swiss Ephemeris precision, every rule pinned against reference almanacs, by AstroChaganti. uvx mcp-server-panchangam. (Package: `socraticsurge-telugu-calendar-utilities`)

### 🎓 Education
- [admin978/canvas-mcp](https://allmcps.com/mcp/admin978-canvas-mcp): [](https://glama.ai/mcp/servers/admin978/canvas-mcp) 🐍 🏠 🍎 🪟 🐧 - Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker, token stays in /.canvas.env. Exposes courses, assignments, modules, announcements, grades, planner items, upcoming events, todo, and bulk file dump as MCP tools. (Package: `admin978-canvas-mcp`)
- [anzy-renlab-ai/pronounce](https://allmcps.com/mcp/anzy-renlab-ai-pronounce): [](https://glama.ai/mcp/servers/anzy-renlab-ai/pronounce) 🐍 🏠 🍎 🪟 🐧 - Community pronunciation dictionary for developer project / product / jargon names (kubectl, nginx, GIF, JSON, Pydantic, Knative, LaTeX — 1,848 entries). Each entry carries IPA, a General-American respelling, alternate readings where the pronunciation is contested, a source citation (creator interview / project FAQ / Wikipedia § Pronunciation), and a confidence level. Tools: pronounce(word), searchpronunciations(query), listpronunciations(category). Install: uvx pronounce-mcp. Live browse: . (Package: `anzy-renlab-ai-pronounce`)
- [Connectry-io/connectrylab-architect-cert-mcp](https://allmcps.com/mcp/connectry-io-connectrylab-architect-cert-mcp): [](https://glama.ai/mcp/servers/Connectry-io/connectrylab-architect-cert-mcp) 📇 🏠 🍎 🪟 🐧 - Free certification prep for the Claude Certified Architect exam. 390 scenario-based questions, guided capstone build, 30 concept handouts, 6 reference projects, practice exams, interactive UI with clickable answer cards, glassmorphism progress dashboard, spaced repetition, and deterministic grading. (Package: `connectry-io-connectrylab-architect-cert-mcp`)
- [JuhongPark/mcp-server-pronunciation](https://allmcps.com/mcp/juhongpark-mcp-server-pronunciation): [](https://glama.ai/mcp/servers/JuhongPark/mcp-server-pronunciation) 🐍 🏠 🍎 🪟 🐧 - Local MCP voice coach with English pronunciation, grammar, fluency, phoneme-level feedback, practice drills, and learner-profile hints. Install via uvx mcp-server-pronunciation@0.3.0. (Package: `juhongpark-mcp-server-pronunciation`)
- [RohanMuppa/brightspace-mcp-server](https://allmcps.com/mcp/rohanmuppa-brightspace-mcp-server): [](https://glama.ai/mcp/servers/@RohanMuppa/brightspace-mcp-server) 📇 🏠 🍎 🪟 🐧 - MCP server for D2L Brightspace LMS. Check grades, due dates, assignments, announcements, syllabus, rosters, discussions, and course content. Works with any school that uses Brightspace. Install via npx brightspace-mcp-server@latest. (Package: `rohanmuppa-brightspace-mcp-server`)

### 🛒 E-Commerce
- [agentcentral-to/agent-central-mcp](https://allmcps.com/mcp/agentcentral-to-agent-central-mcp): [](https://glama.ai/mcp/servers/agentcentral-to/agent-central-mcp) 📇 ☁️ - Hosted Amazon Seller Central and Amazon Ads MCP server for Claude, ChatGPT, and other AI clients, exposing inventory, orders, catalog, finance, fulfillment, and advertising data through a remote MCP endpoint. (Package: `agentcentral-to-agent-central-mcp`)
- [agentlux/agentlux-mcp](https://allmcps.com/mcp/agentlux-agentlux-mcp): [](https://glama.ai/mcp/servers/agentlux/agentlux-mcp) 📇 ☁️ 🍎 🪟 🐧 - Agent marketplace and services MCP server for AgentLux. Browse marketplace items, manage agent identity, creator workflows, service hires, social flows, and Base/x402 commerce through 33 tools. Install via npx -y @agentlux/mcp-server. (Package: `agentlux-agentlux-mcp`)
- [anhmtk/agentshare-mcp](https://allmcps.com/mcp/anhmtk-agentshare-mcp): [](https://glama.ai/mcp/servers/anhmtk/agentshare-mcp) 📇 ☁️ - Solana DeFi intelligence MCP (Meteora DLMM meteorabrief + meteorapooldetail, Solana DEX + DefiLlama scout). Commerce tools are secondary. Hosted at https://agentshare.dev/mcp (Package: `anhmtk-agentshare-mcp`)
- [BuyWhere/buywhere-mcp](https://allmcps.com/mcp/buywhere-buywhere-mcp): [](https://glama.ai/mcp/servers/BuyWhere/buywhere-mcp) 📇 ☁️ 🍎 🪟 🐧 - Cross-border e-commerce product catalog for AI agents. Search 3M+ products across Singapore, SEA, and US markets with price comparison and deal discovery. Install via npx @buywhere/mcp-server. (Package: `buywhere-buywhere-mcp`)
- [cmcgrabby-hue/syndicate-links](https://allmcps.com/mcp/cmcgrabby-hue-syndicate-links): [](https://glama.ai/mcp/servers/cmcgrabby-hue/syndicate-links) 📇 🏠 🍎 🪟 🐧 - Affiliate commission infrastructure for AI agents. 7 tools for program discovery, attribution tracking, commission status, and payouts. Search programs, get details, track conversions with signed attribution tokens, and trigger settlement cycles. Install via npx syndicate-links-mcp. (Package: `cmcgrabby-hue-syndicate-links`)
- [dearlordylord/voila-sdk](https://allmcps.com/mcp/dearlordylord-voila-sdk): [](https://glama.ai/mcp/servers/dearlordylord/voila-sdk) 📇 ☁️ 🏠 🍎 🪟 🐧 - Personal Voila grocery automation via MCP. Search products, inspect discounts, list delivery slots, read cart and order history, and update cart quantities. (Package: `dearlordylord-voila-sdk`)
- [jasp-nerd/marktplaats-mcp](https://allmcps.com/mcp/jasp-nerd-marktplaats-mcp): [](https://glama.ai/mcp/servers/jasp-nerd/marktplaats-mcp) 🐍 🏠 🍎 🪟 🐧 - Search Marktplaats.nl and 2dehands.be, the Dutch and Belgian second-hand marketplaces. Listings with price, condition and distance filters, full ad details, seller verification and reviews, categories, and new-listing monitoring. No account or API key needed. Install via uvx marktplaats-mcp. (Package: `jasp-nerd-marktplaats-mcp`)
- [justadityaraj/amazon-in-mcp](https://allmcps.com/mcp/justadityaraj-amazon-in-mcp): [](https://glama.ai/mcp/servers/justadityaraj/amazon-in-mcp) 📇 ☁️ 🍎 🪟 🐧 - Shop on amazon.in via LLM. Three tools: product search with "cheapest in stock" + "best value" picks, full product details (price, MRP, discount, rating, stock, seller), and Keepa price history chart links. No API keys, direct HTML scraping with retry on bot-check. Install: npx amazon-in-mcp-server. (Package: `justadityaraj-amazon-in-mcp`)
- [laundromatic/shopgraph](https://allmcps.com/mcp/laundromatic-shopgraph): [](https://glama.ai/mcp/servers/laundromatic/shopgraph) 📇 ☁️ - Structured product data from the open web — Schema.org + AI extraction for e-commerce enrichment. Pay per call via Stripe. shopgraph.dev (Package: `laundromatic-shopgraph`)
- [lofder/dsers-mcp-product](https://allmcps.com/mcp/lofder-dsers-mcp-product): [](https://glama.ai/mcp/servers/lofder/dsers-mcp-product) 📇 ☁️ - Automate AliExpress/Alibaba dropshipping product import to Shopify or Wix via DSers. Bulk import, variant editing, pricing rules, and multi-store push with a single command. (Package: `lofder-dsers-mcp-product`)

### 🔬 Research
- [Agnuxo1/benchclaw-integrations](https://allmcps.com/mcp/agnuxo1-benchclaw-integrations): [](https://glama.ai/mcp/servers/Agnuxo1/benchclaw-integrations) 📇 ☁️ - Register LLMs/agents and submit research papers (Markdown) to the BenchClaw leaderboard. Papers are scored by a 17-judge Tribunal with 8 deception detectors across 10 dimensions. No API key required. Works with Claude Desktop, Cursor, Cline, Zed, Continue.dev. (Package: `agnuxo1-benchclaw-integrations`)
- [ankitkapur1992-hlido/hlido-mcp](https://allmcps.com/mcp/ankitkapur1992-hlido-hlido-mcp): [](https://glama.ai/mcp/servers/ankitkapur1992-hlido/hlido-mcp) 📇 ☁️ - Independent trust scores, claim audits, and comparisons for AI agents — queryable by your agent over MCP. Hosted Cloudflare Worker at hlido.eu/mcp (no install). Returns a 0–100 score, tier verdict, per-claim PASS/FAIL audit, and signed evidence for a reviewed agent. From Hlido. (Package: `ankitkapur1992-hlido-hlido-mcp`)
- [archoor/painspotter-mcp](https://allmcps.com/mcp/archoor-painspotter-mcp): [](https://glama.ai/mcp/servers/archoor/painspotter-mcp) 🐍 ☁️ - AI-analyzed startup & product opportunities mined from Reddit, Hacker News, Product Hunt & Stack Exchange. Query pain points, trending themes, and commercial scores (pain intensity, willingness-to-pay, build difficulty). Remote hosted MCP at painspotter.ai — free tier covers overview + opportunity detail; Pro unlocks search, trending themes & theme-level market signals. (Package: `archoor-painspotter-mcp`)
- [BrowseAI-HQ/BrowserAI-Dev](https://allmcps.com/mcp/browseai-hq-browserai-dev): [](https://glama.ai/mcp/servers/BrowseAI-HQ/browse-ai) 📇 ☁️ - Evidence-backed web research for AI agents. Real-time search with cited claims, confidence scores, and compare mode (raw LLM vs evidence-backed). MCP server, REST API, and Python SDK. (Package: `browseai-hq-browserai-dev`)
- [connerlambden/bgpt-mcp](https://allmcps.com/mcp/connerlambden-bgpt-mcp): [](https://glama.ai/mcp/servers/@connerlambden/bgpt-mcp) 📇 ☁️ - Search scientific papers with structured experimental data extracted from full-text studies. Returns 25+ fields per paper including methods, results, sample sizes, and quality scores. 50 free searches, then $0.01/result. (Package: `connerlambden-bgpt-mcp`)
- [davidmosiah/uap-pulse](https://allmcps.com/mcp/davidmosiah-uap-pulse): [](https://glama.ai/mcp/servers/davidmosiah/uap-pulse) 📇 🏠 🍎 🪟 🐧 - Read-only MCP server and live-map dataset for declassified U.S. federal UAP/UFO records, with searchable records, hotspots, timelines and direct source links. (Package: `davidmosiah-uap-pulse`)
- [dhamma-seeker/tripitaka-mcp](https://allmcps.com/mcp/dhamma-seeker-tripitaka-mcp): [](https://glama.ai/mcp/servers/dhamma-seeker/tripitaka-mcp) 🐍 ☁️ 🏠 - Search, cite, and compare the Pāli Canon (Tipiṭaka) — full coverage at parity with SuttaCentral (444K segments across Sutta, Vinaya, Abhidhamma). Hybrid trigram+vector search, full-sutta fetch with cross-reference URLs (SuttaCentral + 84000.org), segment-aligned translation comparison, and Pāli word lookup against the P. A. Payutto dictionary. Free, non-commercial — offered as Dhamma Dāna. Hosted at https://tripitaka-mcp.com or self-host via Docker. (Package: `dhamma-seeker-tripitaka-mcp`)
- [Embassy-of-the-Free-Mind/sourcelibrary-v2](https://allmcps.com/mcp/embassy-of-the-free-mind-sourcelibrary-v2): 📇 ☁️ - Search and cite rare historical texts (alchemy, Hermeticism, Renaissance philosophy) with DOI-backed academic citations from Source Library (Package: `embassy-of-the-free-mind-sourcelibrary-v2`)
- [Guitarmaniac24/getabrain-mcp-server](https://allmcps.com/mcp/guitarmaniac24-getabrain-mcp-server): [](https://glama.ai/mcp/servers/Guitarmaniac24/getabrain-mcp-server) 📇 ☁️ - Query real, quality-scored humans as an agent tool. GetABrain routes a question to paid human workers and returns schema-validated JSON — 16 response types (yes/no, ratings, rankings, A/B tests, sentiment, image/video/audio review, voice/video/photo capture). Fully programmatic signup with a $5 free trial credit, no card required. npx -y @getabrain/mcp-server. (Package: `guitarmaniac24-getabrain-mcp-server`)
- [HubLensOfficial/mcp-server](https://allmcps.com/mcp/hublensofficial-mcp-server): [](https://glama.ai/mcp/servers/HubLensOfficial/mcp-server) 📇 ☁️ - Query daily trending open-source projects from GitHub & Hacker News with AI-generated bilingual (EN/ZH) summaries, categories, use cases, and custom scoring. Stateless, no API key required. (Package: `hublensofficial-mcp-server`)

### 📋 Product Management
- [agrath/Trello-Desktop-MCP](https://allmcps.com/mcp/agrath-trello-desktop-mcp): [](https://glama.ai/mcp/servers/agrath/Trello-Desktop-MCP) 📇 ☁️ 🍎 🪟 🐧 - Comprehensive Trello integration: 46 tools covering boards, cards, lists, labels, checklists, attachments, members, custom fields, and search. Read-only mode, image attachment (Package: `agrath-trello-desktop-mcp`)
- [AIOProductOS/claude-plugin](https://allmcps.com/mcp/aioproductos-claude-plugin): [](https://glama.ai/mcp/servers/AIOProductOS/claude-plugin) 🎖️ ☁️ - Product management over a shared product spine: link customer feedback and insights to features, tasks, sprints, releases and objectives; weekly signal memo; roadmap-drift detection; customer 360, funnel, path, retention, NPS and NRR analytics; artifact versioning and identity resolution. 38 tools, hosted remote server with OAuth 2.1 (DCR + PKCE). (Package: `aioproductos-claude-plugin`)
- [andrelaptenok/redmine-mcp-stdio](https://allmcps.com/mcp/andrelaptenok-redmine-mcp-stdio): [](https://glama.ai/mcp/servers/andrelaptenok/redmine-mcp-stdio) 📇 🏠 🍎 🪟 🐧 - Search, read, create and update Redmine issues, projects and time entries from any MCP client. 12 tools with MCP safety annotations: full-text search, issue journals with attachments, comments and time tracking. npx -y redmine-mcp-stdio (Package: `andrelaptenok-redmine-mcp-stdio`)
- [daiji-sshr/redmine-mcp-stateless](https://allmcps.com/mcp/daiji-sshr-redmine-mcp-stateless): [](https://glama.ai/mcp/servers/daiji-sshr/redmine-mcp-stateless) 🐍 🏠 🐧 - Stateless Redmine MCP server. Credentials are passed per-request via HTTP headers and never stored on the server. Supports listing/creating/updating issues, full-text search across subjects, descriptions and comments, and editing journals (Redmine 5.0+). Deployable on RHEL (systemd) or Docker. (Package: `daiji-sshr-redmine-mcp-stateless`)
- [devemberx/mcp-server-polarion](https://allmcps.com/mcp/devemberx-mcp-server-polarion): [](https://glama.ai/mcp/servers/devemberx/mcp-server-polarion) 🐍 ☁️ 🍎 🪟 🐧 - Polarion ALM integration with 24 read/write tools for documents, work items, traceability links, and comments. Renders documents as Markdown, searches with Lucene or SQL, walks incoming/outgoing links, and creates/updates/reorganizes work items. Every write tool supports dryrun with pre-write field, enum, and link-target validation. Requires Polarion 2506+. uvx mcp-server-polarion. (Package: `devemberx-mcp-server-polarion`)
- [dkships/pm-copilot](https://allmcps.com/mcp/dkships-pm-copilot): 📇 ☁️ - Triangulates HelpScout support tickets and ProductLift feature requests to generate prioritized product plans. Scores themes by convergence (same signal in both sources = 2x boost), scrubs PII, and accepts business metrics from other MCP servers via kpicontext for composable prioritization. (Package: `dkships-pm-copilot`)
- [KyaniteLabs/Epoch](https://allmcps.com/mcp/kyanitelabs-epoch): [](https://glama.ai/mcp/servers/KyaniteLabs/Epoch) 📇 🏠 - Software estimation server for AI agents: PERT, COCOMO II, Monte Carlo, sprint forecasting, token-to-time and cost mapping, and schedule-risk tools. (Package: `kyanitelabs-epoch`)
- [Lukaris/framedeck-mcp](https://allmcps.com/mcp/lukaris-framedeck-mcp): [](https://glama.ai/mcp/servers/Lukaris/framedeck-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Framedeck is a Kanban content production manager for YouTube, Instagram, TikTok and Podcast creators. 32 tools for managing productions, stages, frames (cards), checklists, comments, and labels. Ideas land in an Idea Pool and graduate into full productions with stages (Idea → Scripting → Filming → Editing → Published). All tools ship with MCP safety annotations. npx framedeck-mcp (Package: `lukaris-framedeck-mcp`)
- [mohamed-ashraf-elsaed/loupe](https://allmcps.com/mcp/mohamed-ashraf-elsaed-loupe): [](https://glama.ai/mcp/servers/mohamed-ashraf-elsaed/loupe) 🎖️ 📇 🏠 - Turns pinned visual product feedback into an actionable backlog: list comments, read one with its target element's HTML, computed styles and screenshot, and update its status. Powers the Loupe SDK, browser extension, and loupekit/laravel package. Install @loupekit/mcp (binary loupe-mcp). (Package: `mohamed-ashraf-elsaed-loupe`)
- [spranab/saga-mcp](https://allmcps.com/mcp/spranab-saga-mcp): [](https://glama.ai/mcp/servers/@spranab/saga-mcp) 📇 🏠 🍎 🪟 🐧 - A Jira-like project tracker for AI agents with full hierarchy (Projects > Epics > Tasks > Subtasks), task dependencies with auto-block/unblock, threaded comments, reusable templates, activity logging, and a natural language dashboard. SQLite-backed, 31 tools. (Package: `spranab-saga-mcp`)

### 📐 Architecture & Design
- [aidc2026ai-melon/aidc-ai-mcp](https://allmcps.com/mcp/aidc2026ai-melon-aidc-ai-mcp): [](https://glama.ai/mcp/servers/aidc2026ai-melon/aidc-ai-mcp) 🎖️ 📇 ☁️ - Deterministic AI data-center design engine exposed as MCP tools (design, validate, layout): rack count, design PUE, total MVA, liquid/air cooling split, CDU planning, cost & timeline. NVIDIA Rubin-era, 22.9 kV intake, Korea. Remote Streamable HTTP at https://aidc-ai.io/api/mcp; no key for the anonymous tier. (Package: `aidc2026ai-melon-aidc-ai-mcp`)
- [awdr74100/figwright](https://allmcps.com/mcp/awdr74100-figwright): [](https://glama.ai/mcp/servers/awdr74100/figwright) 📇 🏠 🍎 🪟 🐧 - Bidirectional Figma server over a local WebSocket relay: turn a selection into framework-aware code (reusing your components and tokens), or author frames, text, styles, variables, and whole screens back onto the canvas. 92 tools, any MCP client, no Dev Mode seat or paid tier. (Package: `awdr74100-figwright`)
- [betterhyq/mermaid-grammer-inspector-mcp](https://allmcps.com/mcp/betterhyq-mermaid-grammer-inspector-mcp): 📇 🏠 🍎 🪟 🐧 - A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and providing comprehensive grammar checking capabilities (Package: `betterhyq-mermaid-grammer-inspector-mcp`)
- [BV-Venky/excalidraw-architect-mcp](https://allmcps.com/mcp/bv-venky-excalidraw-architect-mcp): [](https://glama.ai/mcp/servers/@BV-Venky/excalidraw-architect-mcp) 🐍 🏠 🍎 🪟 🐧 - Generate beautiful Excalidraw architecture diagrams with auto-layout, architecture-aware component styling, and stateful editing. 50+ technology mappings including databases, message queues, caches, and more. No API keys required. (Package: `bv-venky-excalidraw-architect-mcp`)
- [cisco-open/network-sketcher](https://allmcps.com/mcp/cisco-open-network-sketcher): [](https://glama.ai/mcp/servers/cisco-open/network-sketcher) 🐍 🏠 🍎 🪟 🐧 - Local-first MCP server for AI-driven network design. Creates Cisco-style network master files, L1/L2/L3 topology diagrams, combined HTML viewers, device tables, and AI Context files. (Package: `cisco-open-network-sketcher`)
- [ejwhite7/brandkit-mcp](https://allmcps.com/mcp/ejwhite7-brandkit-mcp): [](https://glama.ai/mcp/servers/ejwhite7/brandkit-mcp) 📇 🏠 🍎 🪟 🐧 - Expose a company's complete design system (colors, typography, logos, components, guidelines, CSS tokens) to AI tools via MCP. Auto-parses CSS / Markdown / PDF / SVG / fonts; supports marketing vs product contexts with shared overrides; ships 12 tools, 16+ resources under brandkit://, and 4 prompts; stdio + SSE + Streamable HTTP transports. Install via NPM: npx -y brandkit-mcp serve. (Package: `ejwhite7-brandkit-mcp`)
- [erajasekar/ai-diagram-maker-mcp](https://allmcps.com/mcp/erajasekar-ai-diagram-maker-mcp): [](https://glama.ai/mcp/servers/erajasekar/ai-diagram-maker-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - MCP server for AI Diagram Maker — generate flowcharts, sequence diagrams, ERDs, system/network architecture, UML, mindmap, and workflow from natural language, code, ASCII, images, or Mermaid. Inline rendering using MCP Apps UI and editable diagram URLs. Requires API key. (Package: `erajasekar-ai-diagram-maker-mcp`)
- [flowzap-xyz/flowzap-mcp](https://allmcps.com/mcp/flowzap-xyz-flowzap-mcp): [](https://glama.ai/mcp/servers/flowzap-xyz/flowzap-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Create workflow, sequence, and architecture diagrams using FlowZap Code DSL. 7 tools for validation, playground URL generation, syntax docs, graph export, artifact parsing, diffing, and patching. No API key required. Install via NPM: npx -y flowzap-mcp (Package: `flowzap-xyz-flowzap-mcp`)
- [GittyBurstein/mermaid-mcp-server](https://allmcps.com/mcp/gittyburstein-mermaid-mcp-server): 🐍 ☁️ - MCP server that turns local projects or GitHub repositories into Mermaid diagrams and renders them via Kroki. (Package: `gittyburstein-mermaid-mcp-server`)
- [HalidSaglam/saglitzdesign-mcp](https://allmcps.com/mcp/halidsaglam-saglitzdesign-mcp): [](https://glama.ai/mcp/servers/HalidSaglam/saglitzdesign-mcp) 📇 🏠 🍎 🪟 🐧 - Expert design & marketing knowledge for web / iOS / Android / macOS UI/UX: 83 sourced, prescriptive docs plus deterministic generators (design tokens, color systems, type scales, WCAG a11y) and a one-call createdesignsystem. Offline, no API key, reads only local files. Install via NPM: npx -y saglitzdesign-mcp. (Package: `halidsaglam-saglitzdesign-mcp`)

### 🎧 Support & Service Management
- [aikts/yandex-tracker-mcp](https://allmcps.com/mcp/aikts-yandex-tracker-mcp): 🐍 ☁️ 🏠 - MCP Server for Yandex Tracker. Provides tools for searching and retrieving information about issues, queues, users. (Package: `aikts-yandex-tracker-mcp`)
- [Berckan/bugherd-mcp](https://allmcps.com/mcp/berckan-bugherd-mcp): 📇 ☁️ - MCP server for BugHerd bug tracking. List projects, view tasks with filtering by status/priority/tags, get task details, and read comments. (Package: `berckan-bugherd-mcp`)
- [effytech/freshdesk-mcp](https://allmcps.com/mcp/effytech-freshdesk-mcp): 🐍 ☁️ - MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations. (Package: `effytech-freshdesk-mcp`)
- [incentivai/quickchat-ai-mcp](https://allmcps.com/mcp/incentivai-quickchat-ai-mcp): 🐍 🏠 ☁️ - Launch your conversational Quickchat AI agent as an MCP to give AI apps real-time access to its Knowledge Base and conversational capabilities. (Package: `incentivai-quickchat-ai-mcp`)
- [michaelrice/zendesk-mcp](https://allmcps.com/mcp/michaelrice-zendesk-mcp): [](https://glama.ai/mcp/servers/michaelrice/zendesk-mcp) 🐍 ☁️ 🍎 🪟 🐧 - MCP server for Zendesk. Read/write tools for tickets, comments, views, macros, users, groups, organizations, and time tracking; optional Help Center knowledge base and Git-Zen GitLab integration. (Package: `michaelrice-zendesk-mcp`)
- [nguyenvanduocit/jira-mcp](https://allmcps.com/mcp/nguyenvanduocit-jira-mcp): 🏎️ ☁️ - A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions. (Package: `nguyenvanduocit-jira-mcp`)
- [raalarcon9705/jira-mcp](https://allmcps.com/mcp/raalarcon9705-jira-mcp): [](https://glama.ai/mcp/servers/raalarcon9705/jira-mcp) 📇 ☁️ - Full-featured open source Jira & Confluence MCP server with 24 tools: issue CRUD, sprint lifecycle, comments, transitions, user management, and wiki pages. (Package: `raalarcon9705-jira-mcp`)
- [selic/mcp-itglue](https://allmcps.com/mcp/selic-mcp-itglue): [](https://glama.ai/mcp/servers/selic/mcp-itglue) 📇 ☁️ - MCP server for IT Glue, the MSP documentation platform. Semantic vector search over documentation, document and flexible-asset read/write, role-based access control, and bring-your-own-key support. (Package: `selic-mcp-itglue`)
- [sooperset/mcp-atlassian](https://allmcps.com/mcp/sooperset-mcp-atlassian): 🐍 ☁️ - MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces. (Package: `sooperset-mcp-atlassian`)
- [tom28881/mcp-jira-server](https://allmcps.com/mcp/tom28881-mcp-jira-server): 📇 ☁️ 🏠 - Comprehensive TypeScript MCP server for Jira with 20+ tools covering complete project management workflow: issue CRUD, sprint management, comments/history, attachments, batch operations. (Package: `tom28881-mcp-jira-server`)

### 🗄️ Databases
- [Aiven-Open/mcp-aiven](https://allmcps.com/mcp/aiven-open-mcp-aiven): 🐍 ☁️ 🎖️ -  Navigate your Aiven projects and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services (Package: `aiven-open-mcp-aiven`)
- [alexanderzuev/supabase-mcp-server](https://allmcps.com/mcp/alexanderzuev-supabase-mcp-server): Supabase MCP Server with support for SQL query execution and database exploration tools (Package: `alexanderzuev-supabase-mcp-server`)
- [aliyun/alibabacloud-tablestore-mcp-server](https://allmcps.com/mcp/aliyun-alibabacloud-tablestore-mcp-server): ☕ 🐍 ☁️ - MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless. (Package: `aliyun-alibabacloud-tablestore-mcp-server`)
- [amineelkouhen/mcp-cockroachdb](https://allmcps.com/mcp/amineelkouhen-mcp-cockroachdb): 🐍 ☁️ - A Model Context Protocol server for managing, monitoring, and querying data in CockroachDB. (Package: `amineelkouhen-mcp-cockroachdb`)
- [andyWang1688/sql-query-mcp](https://allmcps.com/mcp/andywang1688-sql-query-mcp): [](https://glama.ai/mcp/servers/andyWang1688/sql-query-mcp) 🐍 🏠 - A general-purpose MCP server that lets AI work with multiple databases within clear boundaries. Supports PostgreSQL and MySQL today with schema discovery, sampling, read-only queries, and query-plan inspection. (Package: `andywang1688-sql-query-mcp`)
- [appwrite/mcp](https://allmcps.com/mcp/appwrite-mcp): [](https://glama.ai/mcp/servers/appwrite/mcp) 🎖️ 🐍 ☁️ - Official Appwrite MCP server. Connect via hosted OAuth at https://mcp.appwrite.io/ (no API keys) or self-host with a project API key to manage databases, auth, users, functions, storage, messaging, and more. (Package: `appwrite-mcp`)
- [ArcadeData/arcadedb](https://allmcps.com/mcp/arcadedata-arcadedb): [](https://glama.ai/mcp/servers/@ArcadeData/arcade-db-multi-model-dbms) 🎖️ ☕ 🏠 - Built-in MCP server for ArcadeDB, a multi-model database (graph, document, key-value, time-series, vector) with SQL, Cypher, Gremlin, and MongoDB QL support. (Package: `arcadedata-arcadedb`)
- [Arun-kc/schemabrain](https://allmcps.com/mcp/arun-kc-schemabrain): [](https://glama.ai/mcp/servers/Arun-kc/schemabrain) 🐍 🏠 🍎 🪟 🐧 - Read-only trust layer for Postgres: the agent never writes SQL — twelve tools compile it from definitions you control, PII and secret categories are refused before the query runs, and every call lands in a tamper-evident SHA-256 audit chain. (Package: `arun-kc-schemabrain`)
- [astandrik/local-ydb-toolkit](https://allmcps.com/mcp/astandrik-local-ydb-toolkit): [](https://glama.ai/mcp/servers/astandrik/local-ydb-toolkit) 📇 🏠 - Local YDB MCP is a TypeScript stdio MCP server for operating Docker-based local-ydb deployments via local or SSH-backed profiles. Supports bootstrap, diagnostics, auth hardening, storage workflows, dump/restore, upgrades, and plan-first mutating operations. (Package: `astandrik-local-ydb-toolkit`)
- [benborla29/mcp-server-mysql](https://allmcps.com/mcp/benborla29-mcp-server-mysql): ☁️ 🏠 - MySQL database integration in NodeJS with configurable access controls and schema inspection (Package: `benborla29-mcp-server-mysql`)

### 🚆 Travel & Transportation
- [alcylu/nightlife-mcp](https://allmcps.com/mcp/alcylu-nightlife-mcp): [](https://glama.ai/mcp/servers/alcylu/nightlife-mcp) 📇 ☁️ - MCP server for Tokyo nightlife event discovery, venue search, performer info, AI recommendations, and VIP table booking. (Package: `alcylu-nightlife-mcp`)
- [amirdaraee/luxembourg-mcp](https://allmcps.com/mcp/amirdaraee-luxembourg-mcp): [](https://glama.ai/mcp/servers/amirdaraee/luxembourg-mcp) 🎖️ 🐍 ☁️ 🏠 - Keyless access to official Luxembourg public data: laws, statistics, live parking and traffic, weather alerts, environment, parliament, geodata, GTFS stops, and the national open-data catalogue. 21 read-only tools, zero dependencies; hosted endpoint at mcp.luxembourg-mcp.com or local Python server. No API keys. (Package: `amirdaraee-luxembourg-mcp`)
- [Autonomad1/autonomad-travel](https://allmcps.com/mcp/autonomad1-autonomad-travel): [](https://glama.ai/mcp/servers/Autonomad1/autonomad-travel) 📇 ☁️ - AI travel agent over MCP — live flights, hotels, activities, and events worldwide, then completes the booking on autonomad.ai (free signup at checkout, first month of Premium included). (Package: `autonomad1-autonomad-travel`)
- [campertunity/mcp-server](https://allmcps.com/mcp/campertunity-mcp-server): 🎖️ 📇 🏠 - Search campgrounds around the world on campertunity, check availability, and provide booking links (Package: `campertunity-mcp-server`)
- [cobanov/teslamate-mcp](https://allmcps.com/mcp/cobanov-teslamate-mcp): 🐍 🏠 - A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics. (Package: `cobanov-teslamate-mcp`)
- [Emanuele94/SimBrief-MCPServer](https://allmcps.com/mcp/emanuele94-simbrief-mcpserver): [](https://glama.ai/mcp/servers/Emanuele94/SimBrief-MCPServer) 🐍 🏠 🍎 🪟 🐧 - Access your SimBrief flight plans. 14 tools covering flight summary, weather (METAR/TAF/ATIS), fuel plan, weights, times, ATC flight plan, navlog, NOTAMs, alternate airport, crew and performance sensitivity analysis. (Package: `emanuele94-simbrief-mcpserver`)
- [Flightmussy/sunshine-atlas-mcp](https://allmcps.com/mcp/flightmussy-sunshine-atlas-mcp): [](https://glama.ai/mcp/servers/Flightmussy/sunshine-atlas-mcp) 📇 ☁️ - Where is it sunny? Monthly 0–100 Sunshine Scores, day/night temperatures, rainfall and sea temperature for 3,833 destinations that all have their own airport — ranked sunny-in-a-month searches, best-time-to-visit lookups and side-by-side comparisons from long-term climate normals. Hosted at https://sunshineatlas.com/api/mcp, no key required. Data CC BY 4.0. (Package: `flightmussy-sunshine-atlas-mcp`)
- [Flightmussy/trainrouter-atlas](https://allmcps.com/mcp/flightmussy-trainrouter-atlas): [](https://glama.ai/mcp/servers/Flightmussy/trainrouter-atlas) 📇 ☁️ - World train-route atlas for AI assistants — search 744 notable train routes (high-speed, scenic, night trains) and get facts and geometry for each. Hosted at https://trainrouter.com/mcp (Streamable HTTP, no auth); data CC BY 4.0. (Package: `flightmussy-trainrouter-atlas`)
- [forgemeshlabs/travel-agent-mcp](https://allmcps.com/mcp/forgemeshlabs-travel-agent-mcp): [](https://glama.ai/mcp/servers/forgemeshlabs/travel-agent-mcp) 📇 ☁️ - Free travel utilities plus live x402 travel intelligence: $0.01 Travel Pulse disruption and emergency-awareness checks, day trips, weekend getaways, creator experiences, weather-aware planning, mobility options, currency conversion, airport checks, and timing guidance. (Package: `forgemeshlabs-travel-agent-mcp`)
- [forgemeshlabs/travel-mcp](https://allmcps.com/mcp/forgemeshlabs-travel-mcp): [](https://glama.ai/mcp/servers/forgemeshlabs/travel-mcp) 📇 ☁️ - Public travel search workflow MCP server for airport lookup, route comparison, timing guidance, and external booking links through generic travel search providers. (Package: `forgemeshlabs-travel-mcp`)

### 👤 Customer Data Platforms
- [Aleksey-Panf/b2b-enrichment-mcp](https://allmcps.com/mcp/aleksey-panf-b2b-enrichment-mcp): [](https://glama.ai/mcp/servers/Aleksey-Panf/b2b-enrichment-mcp) 🐍 ☁️ - B2B lead enrichment server integrating Hunter.io and Apollo APIs. 9 tools for email discovery, domain search, company data, and contact verification. (Package: `aleksey-panf-b2b-enrichment-mcp`)
- [antv/mcp-server-chart](https://allmcps.com/mcp/antv-mcp-server-chart): 🎖️ 📇 ☁️ - A Model Context Protocol server for generating visual charts using AntV. (Package: `antv-mcp-server-chart`)
- [azmartone67/dchub-mcp-server](https://allmcps.com/mcp/azmartone67-dchub-mcp-server): [](https://glama.ai/mcp/servers/azmartone67/dchub-mcp-server) 📇 ☁️ - Data-center, power & gas intelligence MCP server. 33 tools covering 21,000+ data-center facilities (170+ countries), 232 US power markets scored by the DC Hub Power Index (DCPI), 2,000+ tracked M&A deals, ISO grid telemetry (PJM, ERCOT, CAISO, MISO, SPP, NYISO), fiber routes, and energy pricing. Free to cite (CC-BY-4.0). (Package: `azmartone67-dchub-mcp-server`)
- [ckalima/pipedrive-mcp-server](https://allmcps.com/mcp/ckalima-pipedrive-mcp-server): [](https://glama.ai/mcp/servers/ckalima/pipedrive-mcp-server) 📇 ☁️ - MCP server for Pipedrive CRM. 155 tools covering deals, persons, organizations, activities, products, projects, tasks, leads, notes, mail, and fields. stdio transport, API-key auth, delete tools gated behind an env flag. Published on npm as @ckalima/pipedrive-mcp-server. MIT. (Package: `ckalima-pipedrive-mcp-server`)
- [embeddedlayers/mcp-analytics](https://allmcps.com/mcp/embeddedlayers-mcp-analytics): [](https://glama.ai/mcp/servers/embeddedlayers/mcp-analytics) 🐍 ☁️  - Statistical analysis, forecasting, and ML for business data (Shopify, Stripe, WooCommerce, eBay, GA4, Search Console). Upload a CSV or connect live data sources — ask a question in Claude or Cursor, get an interactive HTML report. (Package: `embeddedlayers-mcp-analytics`)
- [hustcc/mcp-echarts](https://allmcps.com/mcp/hustcc-mcp-echarts): 📇 🏠 - Generate visual charts using Apache ECharts with AI MCP dynamically. (Package: `hustcc-mcp-echarts`)
- [hustcc/mcp-mermaid](https://allmcps.com/mcp/hustcc-mcp-mermaid): 📇 🏠 - Generate mermaid diagram and chart with AI MCP dynamically. (Package: `hustcc-mcp-mermaid`)
- [iaptic/mcp-server-iaptic](https://allmcps.com/mcp/iaptic-mcp-server-iaptic): 🎖️ 📇 ☁️ - Connect with iaptic to ask about your Customer Purchases, Transaction data and App Revenue statistics. (Package: `iaptic-mcp-server-iaptic`)
- [lionkiii/google-searchconsole-mcp](https://allmcps.com/mcp/lionkiii-google-searchconsole-mcp): [](https://glama.ai/mcp/servers/lionkiii/google-searchconsole-mcp) 📇 🏠 - Google Search Console MCP server with 13 SEO tools — search analytics, URL inspection, sitemap management, keyword opportunities, brand analysis, and performance comparison. (Package: `lionkiii-google-searchconsole-mcp`)
- [mambalabsdev/mcp-icp-fit-scorer](https://allmcps.com/mcp/mambalabsdev-mcp-icp-fit-scorer): [](https://glama.ai/mcp/servers/mambalabsdev/mcp-icp-fit-scorer) 📇 ☁️ - Scores a company against a weighted ideal customer profile, returning a 0-100 score, A/B/C tier, and per-signal breakdown. (Package: `mambalabsdev-mcp-icp-fit-scorer`)

### 👨‍💻 Code Execution
- [alfonsograziano/node-code-sandbox-mcp](https://allmcps.com/mcp/alfonsograziano-node-code-sandbox-mcp): 📇 🏠 – A Node.js MCP server that spins up isolated Docker-based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation and clean teardown (Package: `alfonsograziano-node-code-sandbox-mcp`)
- [alvii147/piston-mcp](https://allmcps.com/mcp/alvii147-piston-mcp): 🐍 ☁️ 🐧 🍎 🪟 - MCP server that lets LLMs execute code through the Piston remote code execution engine, with a zero-config uv setup and a ready-to-use Claude Desktop config example. (Package: `alvii147-piston-mcp`)
- [asif-nvc/e2b-sandbox-mcp](https://allmcps.com/mcp/asif-nvc-e2b-sandbox-mcp): [](https://glama.ai/mcp/servers/asif-nvc/e2b-sandbox-mcp) 📇 ☁️ 🍎 🪟 🐧 - Connect Claude Code with E2B cloud sandboxes — 29 tools for creating isolated Linux VMs, cloning repos, running commands, managing files, and performing git operations without touching the local machine. (Package: `asif-nvc-e2b-sandbox-mcp`)
- [ckanthony/openapi-mcp](https://allmcps.com/mcp/ckanthony-openapi-mcp): 🏎️ ☁️ - OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs. (Package: `ckanthony-openapi-mcp`)
- [dagger/container-use](https://allmcps.com/mcp/dagger-container-use): 🏎️ 🏠 🐧 🍎 🪟 - Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, many experiments. Full execution history, terminal access to agent environments, git workflow. Any agent/model/infra stack. (Package: `dagger-container-use`)
- [gwbischof/outsource-mcp](https://allmcps.com/mcp/gwbischof-outsource-mcp): 🐍 ☁️ - Give your AI assistant its own AI assistants. For example: "Could you ask openai to generate an image of a dog?" (Package: `gwbischof-outsource-mcp`)
- [HanSur94/matlab-mcp-server-python](https://allmcps.com/mcp/hansur94-matlab-mcp-server-python): [](https://glama.ai/mcp/servers/HanSur94/matlab-mcp-server-python) 🐍 🏠 🍎 🪟 🐧 - Connect AI agents to MATLAB — execute code, run async jobs with progress reporting, get interactive Plotly plots, expose custom .m functions as tools, and monitor via live dashboard. (Package: `hansur94-matlab-mcp-server-python`)
- [hileamlakB/PRIMS](https://allmcps.com/mcp/hileamlakb-prims): 🐍 🏠 – A Python Runtime Interpreter MCP Server that executes user-submitted code in an isolated environment. (Package: `hileamlakb-prims`)
- [ksterx/srunx](https://allmcps.com/mcp/ksterx-srunx): [](https://glama.ai/mcp/servers/ksterx/srunx) 🐍 🏠 🐧 🍎 - MCP server for the SLURM workload manager. Submit jobs, run YAML workflows, monitor GPU resources, manage SSH profiles, and sync files to remote HPC clusters from natural language. 14 tools spanning local SLURM and SSH-remote clusters; companion CLI and FastAPI Web UI ship in the same package. (Package: `ksterx-srunx`)
- [mavdol/capsule/mcp-server](https://allmcps.com/mcp/mavdol-capsule-mcp-server): [](https://glama.ai/mcp/servers/mavdol/capsule-mcp-server) 🦀 🏠 🍎 🪟 🐧 - Run untrusted Python/JavaScript code in WebAssembly sandboxes. (Package: `mavdol-capsule-mcp-server`)

### 🌳 Environment & Nature
- [aliafsahnoudeh/wildfire-mcp-server](https://allmcps.com/mcp/aliafsahnoudeh-wildfire-mcp-server): 🐍 ☁️ 🍎 🪟 🐧 - MCP server for detecting, monitoring, and analyzing potential wildfires globally using multiple data sources including NASA FIRMS, OpenWeatherMap, and Google Earth Engine. (Package: `aliafsahnoudeh-wildfire-mcp-server`)
- [atmospore/atmospore-mcp](https://allmcps.com/mcp/atmospore-atmospore-mcp): [](https://glama.ai/mcp/servers/atmospore/atmospore-mcp) 🐍 ☁️ 🍎 🪟 🐧 - Per-species pollen forecasts at any point on Earth, seven days ahead, via the Atmospore API. Tools: getpollen, gettopspecies, getareaaverage, listsupportedspecies. Free tier (100 calls/day, no credit card). Hosted variant at mcp.atmospore.com. (Package: `atmospore-atmospore-mcp`)
- [nalediym/touch-grass](https://allmcps.com/mcp/nalediym-touch-grass): [](https://glama.ai/mcp/servers/nalediym/touch-grass) 📇 🏠 🍎 🪟 🐧 - Claude Code plugin and MCP server that nudges you to take outdoor breaks based on local weather, sunset timing, and session streaks. Tools: checkgrassconditions, suggestactivity, logtouchgrass, getstats. Fully local, no API keys, no cloud storage. (Package: `nalediym-touch-grass`)
- [Zhonghao1995/Agentic-MIKE-Plus](https://allmcps.com/mcp/zhonghao1995-agentic-mike-plus): [](https://glama.ai/mcp/servers/Zhonghao1995/Agentic-MIKE-Plus) 🐍 🏠 🪟 - MCP server (10 tools) for a headless, natural-language DHI MIKE+ urban-water modelling workflow: model inspection, parameter read/edit, headless simulation runs with parsed QA status, .res1d results reading, and plotting (hydrographs, time series, network maps). Read/plot is license-free; run/edit need Windows + a MIKE+ 2026 license. Works with Claude Code, Codex, OpenClaw, and Hermes. (Package: `zhonghao1995-agentic-mike-plus`)
- [Zhonghao1995/agentic-swmm-workflow](https://allmcps.com/mcp/zhonghao1995-agentic-swmm-workflow): [](https://glama.ai/mcp/servers/Zhonghao1995/agentic-swmm-workflow) 📇 🐍 🏠 🍎 🪟 🐧 - Eleven MCP servers exposing a reproducible EPA SWMM stormwater-modelling workflow: model building, simulation runs with manifests and continuity checks, calibration, GIS/QGIS integration, design storms and climate scenarios, uncertainty analysis, plotting, and modelling memory. Config generators included for Codex, Claude Code, OpenClaw, and Hermes. (Package: `zhonghao1995-agentic-swmm-workflow`)

### Biology, Medicine and Bioinformatics
- [ammawla/encode-toolkit](https://allmcps.com/mcp/ammawla-encode-toolkit): [](https://glama.ai/mcp/servers/ammawla/encode-toolkit) 🐧 - MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and analyze functional genomics experiments. (Package: `ammawla-encode-toolkit`)
- [cafferychen777/ChatSpatial](https://allmcps.com/mcp/cafferychen777-chatspatial): 🐍 🏠 - MCP server for spatial transcriptomics analysis with 60+ integrated methods covering cell annotation, deconvolution, spatial statistics, and visualization. (Package: `cafferychen777-chatspatial`)
- [Crindo2/gph-mcp-server](https://allmcps.com/mcp/crindo2-gph-mcp-server): [](https://glama.ai/mcp/servers/Crindo2/gph-mcp-server) 📇 ☁️ - Healthcare service vendor matching for medical practices: 76,000+ curated vendors across 25 categories (billing, credentialing, EHR, compliance, legal) in all 50 US states. (Package: `crindo2-gph-mcp-server`)
- [davidmosiah/wellness-cgm-mcp](https://allmcps.com/mcp/davidmosiah-wellness-cgm-mcp): [](https://glama.ai/mcp/servers/davidmosiah/wellness-cgm-mcp) 📇 🏠 ☁️ 🍎 🪟 🐧 - Local-first continuous glucose monitor MCP server for Dexcom Developer API and FreeStyle Libre via LibreLink Up. (Package: `davidmosiah-wellness-cgm-mcp`)
- [dnaerys/onekgpd-mcp](https://allmcps.com/mcp/dnaerys-onekgpd-mcp): ☕ ☁️ 🍎 🪟 🐧- real-time access to 1000 Genomes Project dataset (Package: `dnaerys-onekgpd-mcp`)
- [fulcradynamics/fulcra-context-mcp](https://allmcps.com/mcp/fulcradynamics-fulcra-context-mcp): [](https://glama.ai/mcp/servers/fulcradynamics/fulcra-context-mcp) 🐍 ☁️ - MCP server for accessing personal health and biometric data including sleep stages, heart rate, HRV, glucose, workouts, calendar, and location via the Fulcra Life API with OAuth2 consent. (Package: `fulcradynamics-fulcra-context-mcp`)
- [HelixGenomics/Genomic-Agent-Discovery](https://allmcps.com/mcp/helixgenomics-genomic-agent-discovery): [](https://glama.ai/mcp/servers/HelixGenomics/Genomic-Agent-Discovery) 📇 🏠 - Multi-agent MCP server for genomic analysis — specialized AI agents analyze raw DNA files across 16 databases (ClinVar, GWAS, gnomAD, CPIC, AlphaMissense, and more) and coordinate findings through shared MCP tools. Privacy-first, runs locally. (Package: `helixgenomics-genomic-agent-discovery`)
- [hlydecker/ucsc-genome-mcp](https://allmcps.com/mcp/hlydecker-ucsc-genome-mcp): 🐍 ☁️ - MCP server to interact with the UCSC Genome Browser API, letting you find genomes, chromosomes, and more. (Package: `hlydecker-ucsc-genome-mcp`)
- [JamesANZ/medical-mcp](https://allmcps.com/mcp/jamesanz-medical-mcp): 📇 🏠 - An MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical data, drug interactions, and clinical guidelines. (Package: `jamesanz-medical-mcp`)
- [longevity-genie/biothings-mcp](https://allmcps.com/mcp/longevity-genie-biothings-mcp): 🐍 🏠 ☁️ - MCP server to interact with the BioThings API, including genes, genetic variants, drugs, and taxonomic information. (Package: `longevity-genie-biothings-mcp`)

### 🔎 end to end RAG platforms
- [andyliszewski/grounding-ai](https://allmcps.com/mcp/andyliszewski-grounding-ai): [](https://glama.ai/mcp/servers/andyliszewski/grounding-ai) 🐍 🏠 - Build a searchable index from PDFs, EPUBs, and Word docs. Claude queries it via MCP and pulls grounded answers with exact page-and-section citations. Local-first, no cloud dependency. (Package: `andyliszewski-grounding-ai`)
- [gogabrielordonez/mcp-ragchat](https://allmcps.com/mcp/gogabrielordonez-mcp-ragchat): 📇 🏠 - Add RAG-powered AI chat to any website with one command. Local vector store, multi-provider LLM (OpenAI/Anthropic/Gemini), self-contained chat server and embeddable widget. (Package: `gogabrielordonez-mcp-ragchat`)
- [poll-the-people/customgpt-mcp](https://allmcps.com/mcp/poll-the-people-customgpt-mcp): 🐍 🏠 ☁️ - An MCP server for accessing all of CustomGPT.ai's anti-hallucination RAG-as-a-service API endpoints. (Package: `poll-the-people-customgpt-mcp`)
- [vectara/vectara-mcp](https://allmcps.com/mcp/vectara-vectara-mcp): 🐍 🏠 ☁️ - An MCP server for accessing Vectara's trusted RAG-as-a-service platform. (Package: `vectara-vectara-mcp`)

### 🎙️ Speech-to-Text
- [ankurmans/pepys-mcp](https://allmcps.com/mcp/ankurmans-pepys-mcp): [](https://glama.ai/mcp/servers/ankurmans/pepys-mcp) 📇 ☁️ 🏠 - Pay-once transcription for audio, video, and whole podcast feeds via Pepys. Transcribe a file or a pasted YouTube/podcast link, get speaker diarization, export SRT/VTT, search a transcript, and check credit balance. Hosted connector (OAuth, no API key) or npx pepys-mcp. 99+ languages. (Package: `ankurmans-pepys-mcp`)
- [eviscerations/whisper-windows-mcp](https://allmcps.com/mcp/eviscerations-whisper-windows-mcp): [](https://glama.ai/mcp/servers/eviscerations/whisper-windows-mcp) 📇 🏠 🪟 - Windows-native local audio and video transcription using whisper.cpp with Vulkan GPU acceleration. No cloud APIs, no Python. Batch processing, multilingual support, model management, and background job handling built in. (Package: `eviscerations-whisper-windows-mcp`)
- [spokenmd/spoken](https://allmcps.com/mcp/spokenmd-spoken): [](https://glama.ai/mcp/servers/spokenmd/spoken) 📇 ☁️ - Fetch published podcast transcripts as clean Markdown with real speaker names (not "Speaker 1") via the Spoken API. Search episodes, get transcripts, check credit balance. (Package: `spokenmd-spoken`)

### 🏃 Sports
- [anup-shesh/garmin-local-mcp](https://allmcps.com/mcp/anup-shesh-garmin-local-mcp): [](https://glama.ai/mcp/servers/anup-shesh/garmin-local-mcp) 🐍 🏠 🍎 🪟 🐧 - Local-first Garmin data warehouse: incremental sync into SQLite you own, with server-side trends, lag-aware correlations, personal baselines, and anomaly detection returned as compact tables. Analysis keeps working offline when Garmin's API breaks, and a zero-auth FIT-bundle import fills gaps with no login at all. (Package: `anup-shesh-garmin-local-mcp`)
- [arturogarrido/claudinho](https://allmcps.com/mcp/arturogarrido-claudinho): [](https://glama.ai/mcp/servers/arturogarrido/claudinho) 📇 🏠 🍎 🪟 🐧 - Live scores, fixtures, standings, and read-only prediction-market signals for the 2026 World Cup. No API keys. (Package: `arturogarrido-claudinho`)
- [Backspace-me/sportscore-mcp](https://allmcps.com/mcp/backspace-me-sportscore-mcp): [](https://glama.ai/mcp/servers/Backspace-me/sportscore-mcp) 📇 ☁️ 🍎 🪟 🐧 - Live scores, standings, top scorers, player stats, and knockout brackets for football, basketball, cricket, and tennis. Free public API, no key required. (Package: `backspace-me-sportscore-mcp`)
- [chessceo/chessceo-mcp](https://allmcps.com/mcp/chessceo-chessceo-mcp): [](https://glama.ai/mcp/servers/chessceo/chessceo-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Chess data via chess.ceo — 11.7M+ games and 1.5M FIDE player profiles. 8 tools: player search, per-player opening preparation (opening tree with frequency + win rate), position statistics from the full game database, head-to-head records, and live tournament broadcasts. No API key. Remote server at https://mcp.chess.ceo/mcp or local via npx -y @chessceo/mcp. (Package: `chessceo-chessceo-mcp`)
- [cloudbet/sports-mcp-server](https://allmcps.com/mcp/cloudbet-sports-mcp-server): 🏎️ ☁️ – Access structured sports data via the Cloudbet API. Query upcoming events, live odds, stake limits, and market info across soccer, basketball, tennis, esports, and more. (Package: `cloudbet-sports-mcp-server`)
- [csjoblom/musclesworked-mcp](https://allmcps.com/mcp/csjoblom-musclesworked-mcp): 📇 ☁️ - Exercise-to-muscle mapping MCP server. Look up muscles worked by 856 exercises across 65 muscles and 14 muscle groups, analyze workouts for gaps, and find alternative exercises ranked by muscle overlap. (Package: `csjoblom-musclesworked-mcp`)
- [DanielTomaro13/sportsdata-mcp](https://allmcps.com/mcp/danieltomaro13-sportsdata-mcp): [](https://glama.ai/mcp/servers/DanielTomaro13/sportsdata-mcp) 🐍 🏠 🍎 🪟 🐧 - Live sports data and cross-book betting odds as 500 tools across 28 providers — 10+ bookmakers (Sportsbet, TAB, Betfair, Pinnacle, FanDuel…), official league feeds (NBA, MLB, EPL, AFL, NRL, F1 telemetry), racing, and Kalshi/Polymarket prediction markets. Zero-config setup, no API keys for most providers. MIT. (Package: `danieltomaro13-sportsdata-mcp`)
- [dohyung1/x402-fpl-api](https://allmcps.com/mcp/dohyung1-x402-fpl-api): [](https://glama.ai/mcp/servers/dohyung1/x402-fpl-api) 🐍 🏠 - Personalized Fantasy Premier League intelligence — scored captain picks, transfer suggestions, differentials, fixture outlook, price predictions, live points, and a full manager hub that auto-detects your bank balance, free transfers, and chips. (Package: `dohyung1-x402-fpl-api`)
- [googlarz/suunto-mcp](https://allmcps.com/mcp/googlarz-suunto-mcp): [](https://glama.ai/mcp/servers/googlarz/suunto-mcp) 📇 ☁️ 🍎 🪟 🐧 - MCP server for Suunto watches via the official apizone API. OAuth2 pairing, list/get workouts, time-series samples, FIT-file decoding, GPX export, plus 24/7 activity, sleep, and recovery/HRV. Resources expose today's recovery and the week's training summary as ambient context. (Package: `googlarz-suunto-mcp`)
- [guillochon/mlb-api-mcp](https://allmcps.com/mcp/guillochon-mlb-api-mcp): 🐍 🏠 - MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information. (Package: `guillochon-mlb-api-mcp`)

### 🏠 Home Automation
- [apiarya/wemo-mcp-server](https://allmcps.com/mcp/apiarya-wemo-mcp-server): [](https://glama.ai/mcp/servers/@apiarya/wemo-mcp-server) 🐍 🏠 🍎 🪟 🐧 - Control WeMo smart home devices via AI assistants using natural language. Built on pywemo for 100% local control — no cloud dependency. Supports dimmer brightness, device rename, HomeKit codes, and multi-phase discovery. (Package: `apiarya-wemo-mcp-server`)
- [claymore666/debmatic-mcp](https://allmcps.com/mcp/claymore666-debmatic-mcp): [](https://glama.ai/mcp/servers/claymore666/debmatic-mcp) 📇 🏠 🍎 🪟 🐧 - Control a HomeMatic / debmatic CCU (eq-3 home automation) over its JSON-RPC and HM-Script APIs — switch and dim actuators, read sensors, system variables and service messages, run programs, and manage rooms, functions, channel links and device assignments. 25 tools over HTTP or stdio; runs locally against your own CCU. (Package: `claymore666-debmatic-mcp`)
- [handsomejustin/mijia-control](https://allmcps.com/mcp/handsomejustin-mijia-control): [](https://glama.ai/mcp/servers/handsomejustin/mijia-control) 🐍 ☁️ - Control Xiaomi/Mijia smart home devices (lights, AC, heaters, robots, cameras) through MCP. Includes web dashboard, REST API, CLI, SocketIO, energy monitoring, and automation rules. (Package: `handsomejustin-mijia-control`)
- [Hybirdss/smartest-tv](https://allmcps.com/mcp/hybirdss-smartest-tv): [](https://glama.ai/mcp/servers/Hybirdss/smartest-tv) 🐍 🏠 🍎 🪟 🐧 - Control any smart TV with natural language. Play Netflix, YouTube, Spotify by name with deep linking, cast URLs, scene presets, multi-room audio, and multi-TV sync. Supports LG, Samsung, Android TV, Roku. 21 MCP tools, no cloud required. (Package: `hybirdss-smartest-tv`)
- [kambriso/fritzbox-mcp-server](https://allmcps.com/mcp/kambriso-fritzbox-mcp-server): 🏎️ 🏠 - Control AVM FRITZ!Box routers - manage devices, WiFi, network settings, parental controls, and schedule time-delayed actions (Package: `kambriso-fritzbox-mcp-server`)
- [laszlopere/mcp-kodi](https://allmcps.com/mcp/laszlopere-mcp-kodi): [](https://glama.ai/mcp/servers/laszlopere/mcp-kodi) 🌊 🏠 🐧 - Control a Kodi media player over its JSON-RPC API — transport, volume, library search, queue management, and playback history. 16 tools, targetable across multiple Kodi instances. Written in C on the GLib stack; builds from source (autotools / .deb). (Package: `laszlopere-mcp-kodi`)
- [NickoScope/nickol-knx-mcp](https://allmcps.com/mcp/nickoscope-nickol-knx-mcp): [](https://glama.ai/mcp/servers/NickoScope/nickol-knx-mcp) 🐍 🏠 - Design-time KNX/ETS6 assistant: parses .knxproj (read-only, no bus access), validates DPT/naming/command-status pairing, and generates Home Assistant YAML + ETS XML/CSV exports. (Package: `nickoscope-nickol-knx-mcp`)
- [ober37/ac-infinity-mcp](https://allmcps.com/mcp/ober37-ac-infinity-mcp): [](https://glama.ai/mcp/servers/ober37/ac-infinity-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Monitor and automate AC Infinity grow controllers through natural conversation with Claude. 25 tools covering live sensor data, multi-day history, VPD/temperature/humidity automations, port control, advance scheduling, and grow stage templates. (Package: `ober37-ac-infinity-mcp`)

### 🏠 Real Estate
- [ashev87/propstack-mcp](https://allmcps.com/mcp/ashev87-propstack-mcp): [](https://glama.ai/mcp/servers/@ashev87/propstack-mcp) 📇 ☁️ 🍎 🪟 🐧 - Propstack CRM MCP: search contacts, manage properties, track deals, schedule viewings for real estate agents (Makler). (Package: `ashev87-propstack-mcp`)
- [beshogun/planwire-mcp](https://allmcps.com/mcp/beshogun-planwire-mcp): [](https://glama.ai/mcp/servers/beshogun/planwire-mcp) 📇 ☁️ - UK planning application data for AI agents: search planning applications by council, postcode, keyword, status, type, or date range; find applications near a lat/lng point; fetch a specific application; and list supported councils. Requires a PlanWire API key. npx -y planwire-mcp (Package: `beshogun-planwire-mcp`)
- [forgemeshlabs/disruption-intelligence-mcp](https://allmcps.com/mcp/forgemeshlabs-disruption-intelligence-mcp): [](https://glama.ai/mcp/servers/forgemeshlabs/disruption-intelligence-mcp) 📇 ☁️ - AI-native commercial disruption intelligence for MCP clients and x402-powered agents. Supports WARN/layoff intelligence, company context, geospatial territory disruption, and x402 payment challenge inspection via the hosted Forgemesh API. (Package: `forgemeshlabs-disruption-intelligence-mcp`)
- [hyperionxmota/cook-county-property-mcp](https://allmcps.com/mcp/hyperionxmota-cook-county-property-mcp): [](https://glama.ai/mcp/servers/hyperionxmota/cook-county-property-mcp) 🐍 ☁️ - Cook County / Chicago property records — parcels, recorded sales, building permits, tax assessments, and comparable sales by street address or PIN. Hosted remote MCP, pay-per-call via x402 (USDC on Base/Solana). (Package: `hyperionxmota-cook-county-property-mcp`)
- [jbechtel-97/dealflowpro-mcp-server](https://allmcps.com/mcp/jbechtel-97-dealflowpro-mcp-server): [](https://glama.ai/mcp/servers/jbechtel-97/dealflowpro-mcp-server) 📇 ☁️ - Multifamily real estate deal analysis — cap rate, DSCR, cash-on-cash, IRR, DFP Score (0-100), max offer price, and market intelligence for 2-200 unit properties. (Package: `jbechtel-97-dealflowpro-mcp-server`)
- [pedra-ai/pedra-mcp](https://allmcps.com/mcp/pedra-ai-pedra-mcp): [](https://glama.ai/mcp/servers/@pedra-ai/pedra-mcp) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - AI photo and video editing for real-estate listings via the Pedra API: virtual staging, renovation, room emptying, photo enhancement, sky replacement, object removal/blur, and property video generation. npx @pedra-ai/mcp (Package: `pedra-ai-pedra-mcp`)

### 🖥️ Command Line
- [blinkingbit-oss/execkit](https://allmcps.com/mcp/blinkingbit-oss-execkit): [](https://glama.ai/mcp/servers/blinkingbit-oss/execkit) 🦀 🏠 🍎 🐧 - Stateful, structured, auditable shell sessions for AI agents over local, SSH, and Docker. Secret redaction, output budgeting, SSH host-key verification, and a loopback read-only browser viewer that streams the live transcript. (Package: `blinkingbit-oss-execkit`)
- [bvisible/mcp-ssh-manager](https://allmcps.com/mcp/bvisible-mcp-ssh-manager): [](https://glama.ai/mcp/servers/@bvisible/mcp-ssh-manager) 📇 🏠 🍎 🪟 🐧 - Manage multiple SSH servers from one MCP: command execution, file transfer/rsync, database dump/import/query (MySQL/PostgreSQL/MongoDB), backups & restore, health monitoring, persistent sessions, tunnels, ProxyJump/bastion, and opt-in per-server security modes (readonly/restricted) with audit log. Linux, macOS & Windows OpenSSH. (Package: `bvisible-mcp-ssh-manager`)
- [capsulerun/bash](https://allmcps.com/mcp/capsulerun-bash): [](https://glama.ai/mcp/servers/capsulerun/bash) 📇 🏠 🍎 🪟 🐧 - Sandboxed bash for agents. Run untrusted commands in WebAssembly sandboxes with no setup required. (Package: `capsulerun-bash`)
- [cygnussystems/cygnus-ssh-mcp](https://allmcps.com/mcp/cygnussystems-cygnus-ssh-mcp): [](https://glama.ai/mcp/servers/cygnussystems/cygnus-ssh-mcp) 🐍 🏠 🍎 🪟 🐧 - MCP server for SSH-based control of remote Linux, macOS, and Windows servers with 46 purpose-built tools instead of one generic command-runner: line-level file editing (no download/edit/upload round-trip), background task launch/monitor/kill, real sudo support, host aliases, recursive directory ops, archive create/extract, and full Unicode via SFTP (avoids PowerShell OEM code page corruption on Windows targets). pip install cygnus-ssh-mcp or uvx cygnus-ssh-mcp. (Package: `cygnussystems-cygnus-ssh-mcp`)
- [danmartuszewski/hop](https://allmcps.com/mcp/danmartuszewski-hop): 🏎️ 🖥️ - Fast SSH connection manager with TUI dashboard and MCP server for discovering, searching, and executing commands on remote hosts. (Package: `danmartuszewski-hop`)
- [Easton-OU/rootpilot-mcp](https://allmcps.com/mcp/easton-ou-rootpilot-mcp): [](https://glama.ai/mcp/servers/Easton-OU/rootpilot-mcp) 📇 🏠 🍎 🪟 🐧 - Safe, read-only SSH diagnostics for Linux/Docker servers: a fixed 38-command whitelist (no arbitrary execution), secret redaction, per-command timeouts. Collects evidence; your model does the reasoning. npx @rootpilot/mcp-ssh-diagnose (Package: `easton-ou-rootpilot-mcp`)
- [faizbawa/mcp-remote-ssh](https://allmcps.com/mcp/faizbawa-mcp-remote-ssh): [](https://glama.ai/mcp/servers/faizbawa/mcp-remote-ssh) 🐍 🏠 🍎 🪟 🐧 - Full SSH access for AI agents with secret-safe environment injection and automatic output redaction. Persistent sessions, structured execution, SFTP, port forwarding — secrets are fed via stdin (invisible to ps) and scrubbed from all tool responses before reaching the LLM. uvx mcp-remote-ssh (Package: `faizbawa-mcp-remote-ssh`)
- [ferodrigop/forge](https://allmcps.com/mcp/ferodrigop-forge): [](https://glama.ai/mcp/servers/ferodrigop/forge) 📇 🏠 - Terminal MCP server for AI coding agents with persistent PTY sessions, ring-buffer incremental reads, headless xterm screen capture, multi-agent orchestration, and a real-time web dashboard. (Package: `ferodrigop-forge`)
- [HasanJahidul/localhost-mcp](https://allmcps.com/mcp/hasanjahidul-localhost-mcp): [](https://glama.ai/mcp/servers/HasanJahidul/localhost-mcp) 📇 🏠 🍎 🪟 🐧 - Inspect, manage, and kill local dev servers. Lists what's listening on each port (pid, framework, project, uptime, memory, cpu), diagnoses port conflicts with free alternatives nearby, finds zombie processes, and kills by pid or port with a dry-run default. (Package: `hasanjahidul-localhost-mcp`)
- [HasanJahidul/terminal-history-mcp](https://allmcps.com/mcp/hasanjahidul-terminal-history-mcp): [](https://glama.ai/mcp/servers/HasanJahidul/terminal-history-mcp) 📇 🏠 🍎 🐧 - Full-text search over your shell history (zsh / bash / fish) via SQLite FTS5. Local-only. 11-pattern secret redaction runs BEFORE insert. Captures cwd / exit code / duration via opt-in shell hook. Tools: searchhistory, recentindir, failedcommands, commandchains, reindex. (Package: `hasanjahidul-terminal-history-mcp`)

### 🗣️ Conversational AI
- [bodyegypt/lobbyvoices-mcp](https://allmcps.com/mcp/bodyegypt-lobbyvoices-mcp): [](https://glama.ai/mcp/servers/bodyegypt/lobbyvoices-mcp) 🎖️ ☁️ - Official remote MCP server for Lobby, an AI receptionist for small businesses. Seven free no-auth tools: write business phone scripts and IVR menus (English + Mexican Spanish), generate ElevenLabs agent system prompts, calculate missed-call cost, get a hire-a-receptionist verdict, role-play a call against the live receptionist engine, and get a real demo number to call. Typed structured outputs. (Package: `bodyegypt-lobbyvoices-mcp`)
- [kiro0x/five-mcp](https://allmcps.com/mcp/kiro0x-five-mcp): [](https://glama.ai/mcp/servers/kiro0x/five-mcp) 🐍 🏠 - LLM character consistency engine — generates structured JSON constraints from 4 multiple-choice questions about an AI's psychology. Drop the JSON into any LLM's system prompt to prevent persona drift; reduces inference cost from retries. 160,000 personality patterns; works with any LLM. (Package: `kiro0x-five-mcp`)
- [Perspective-AI/mcp](https://allmcps.com/mcp/perspective-ai-mcp): [](https://glama.ai/mcp/servers/Perspective-AI/mcp) 🎖️ 📇 ☁️ - Official MCP server for Perspective AI. An AI Concierge replaces static forms with adaptive AI conversations for lead qualification, customer research, onboarding feedback, and advocacy. Design conversation agents (Concierge, Interviewer, Evaluator, Advocate), analyze conversations, deploy embeds, and automate follow-ups (webhook, email, Slack, HubSpot). (Package: `perspective-ai-mcp`)

### 🤝 Agreements & Coordination
- [CNSLabs/agreements-api-sdk](https://allmcps.com/mcp/cnslabs-agreements-api-sdk): [](https://glama.ai/mcp/servers/CNSLabs/agreements-api-sdk) 📇 ☁️ 🏠 - Remote Streamable HTTP and local stdio MCP server for defining, validating, deploying, and operating machine-readable agreements with EIP-712 permit preparation, signed participant inputs, state reads, and input history. (Package: `cnslabs-agreements-api-sdk`)
- [humanforai/humanforai-mcp](https://allmcps.com/mcp/humanforai-humanforai-mcp): [](https://glama.ai/mcp/servers/humanforai/humanforai-mcp) 🎖️ 📇 ☁️ - Hire a real human operator for tasks that need physical presence, perception, or judgment: real-world verification, product testing, AI output review, data collection, and local errands. Remote streamable HTTP at https://humanforai.dev/mcp or local stdio via npx -y humanforai. (Package: `humanforai-humanforai-mcp`)

### 🎙️ Podcasts
- [conorbronsdon/op3-mcp](https://allmcps.com/mcp/conorbronsdon-op3-mcp): [](https://glama.ai/mcp/servers/conorbronsdon/op3-mcp) 📇 ☁️ - Podcast analytics from OP3, the Open Podcast Prefix Project: downloads over time, listener geography, app share, and per-episode breakdowns. Read-only by design. (Package: `conorbronsdon-op3-mcp`)
- [conorbronsdon/podcastindex-mcp](https://allmcps.com/mcp/conorbronsdon-podcastindex-mcp): [](https://glama.ai/mcp/servers/conorbronsdon/podcastindex-mcp) 📇 ☁️ - Search the Podcast Index: podcasts, episodes, guest appearances by person, trending shows, and feed health. (Package: `conorbronsdon-podcastindex-mcp`)
- [conorbronsdon/Transistor-MCP](https://allmcps.com/mcp/conorbronsdon-transistor-mcp): [](https://glama.ai/mcp/servers/conorbronsdon/Transistor-MCP) 📇 ☁️ - Manage Transistor.fm podcasts: episodes, analytics, download summaries, episode comparisons, transcripts, and webhooks. (Package: `conorbronsdon-transistor-mcp`)

### 🎧 Text-to-Speech
- [daisys-ai/daisys-mcp](https://allmcps.com/mcp/daisys-ai-daisys-mcp): 🐍 🏠 🍎 🪟 🐧 - Generate high-quality text-to-speech and text-to-voice outputs using the DAISYS platform and make it able to play and store audio generated. (Package: `daisys-ai-daisys-mcp`)
- [fasuizu-br/brainiall-mcp-server](https://allmcps.com/mcp/fasuizu-br-brainiall-mcp-server): [](https://glama.ai/mcp/servers/fasuizu-br/brainiall-mcp-server) 🐍 ☁️ - AI-powered speech tools: pronunciation assessment with phoneme-level feedback, speech-to-text with language detection, and text-to-speech with multiple voices. (Package: `fasuizu-br-brainiall-mcp-server`)
- [forgemeshlabs/voice-mcp](https://allmcps.com/mcp/forgemeshlabs-voice-mcp): [](https://glama.ai/mcp/servers/forgemeshlabs/voice-mcp) 📇 ☁️ - Give Your Agent A Voice: x402 pay-per-call speech on Base with 20 voices, 10 personas, 31 languages, granular speed/quality controls, OpenAI-shaped requests, voice samples, and batch audio. (Package: `forgemeshlabs-voice-mcp`)
- [mbailey/voice-mcp](https://allmcps.com/mcp/mbailey-voice-mcp): 🐍 🏠 - Complete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations through local microphone, OpenAI-compatible APIs, and LiveKit integration (Package: `mbailey-voice-mcp`)
- [mberg/kokoro-tts-mcp](https://allmcps.com/mcp/mberg-kokoro-tts-mcp): 🐍 🏠 - MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local driver or auto-upload to an S3 bucket. (Package: `mberg-kokoro-tts-mcp`)
- [supertone-inc/supertone-mcp](https://allmcps.com/mcp/supertone-inc-supertone-mcp): [](https://glama.ai/mcp/servers/supertone-inc/supertone-mcp) 🐍 ☁️ 🍎 🪟 🐧 - High-quality Supertone TTS API: generate speech, search & preview the voice catalog, predict duration/cost, and clone voices. Korean, English, Japanese, and 20+ more languages. Install via uvx supertone-mcp. (Package: `supertone-inc-supertone-mcp`)
- [transcribe-app/mcp-transcribe](https://allmcps.com/mcp/transcribe-app-mcp-transcribe): 📇 🏠 - This service provides fast and reliable transcriptions for audio/video files and voice memos. It allows LLMs to interact with the text content of audio/video file. (Package: `transcribe-app-mcp-transcribe`)
- [ybouhjira/claude-code-tts](https://allmcps.com/mcp/ybouhjira-claude-code-tts): 🏎️ ☁️ 🍎 🪟 🐧 - MCP server plugin for Claude Code that converts text to speech using OpenAI's TTS API. Features 6 voices, worker pool architecture, mutex-protected playback, and cross-platform support. (Package: `ybouhjira-claude-code-tts`)

### 🔑 Cryptography
- [degenlegion-com/waxseal-sdk](https://allmcps.com/mcp/degenlegion-com-waxseal-sdk): [](https://glama.ai/mcp/servers/degenlegion-com/waxseal-sdk) 📇 ☁️ 🏠 - On-chain Ed25519 identity for AI agents — verify seals by fingerprint, validate document signatures, and gate irreversible actions behind human-signed approval tokens. Hosted at api.waxseal.id/mcp; local install (npx @waxseal/mcp) for signing. (Package: `degenlegion-com-waxseal-sdk`)
- [denismaggior8/enigma-python-mcp](https://allmcps.com/mcp/denismaggior8-enigma-python-mcp): [](https://glama.ai/mcp/servers/denismaggior8/enigma-python-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - A Model Context Protocol server that brings the capabilities of enigmapython library to LLMs, allowing them to encrypt and decrypt messages using historically accurate Enigma machine emulators. (Package: `denismaggior8-enigma-python-mcp`)
- [laszlopere/mcp-bytesmith](https://allmcps.com/mcp/laszlopere-mcp-bytesmith): [](https://glama.ai/mcp/servers/laszlopere/mcp-bytesmith) 🐍 🏠 - Local byte-wrangling toolbox: encoding (hex/Base64/Base32/Base58/Base45…), cryptographic + CRC hashing, base conversion, and CSPRNG tokens/passphrases, plus an opt-in Ethereum/EVM toolset (keccak, ABI/RLP codecs, EIP-191/712 hashing, function/event selectors, EIP-55). No network calls. uvx mcp-bytesmith. (Package: `laszlopere-mcp-bytesmith`)

### 🖥️ OS Automation
- [dimpagk92/cellar](https://allmcps.com/mcp/dimpagk92-cellar): [](https://glama.ai/mcp/servers/dimpagk92/cellar) 🦀 📇 🏠 🍎 🐧 - Hybrid computer-use runtime. Fuses accessibility tree + Chrome DevTools Protocol + vision into structured context with per-element confidence. 4 MCP tools (see/act/think/perceive). Continuous awareness engine (Cortex) with freshness + side-effect detection. Works offline with Ollama + local models. (Package: `dimpagk92-cellar`)
- [faze79/WPFVisualTreeMcp](https://allmcps.com/mcp/faze79-wpfvisualtreemcp): [](https://glama.ai/mcp/servers/faze79/WPFVisualTreeMcp) ️⃣ 🏠 🪟 - Inspect, debug and drive running WPF (.NET desktop) apps: visual tree, dependency properties, data bindings and binding errors, DataContext, and screenshots with open popups/menus included, plus clicking, item selection, text input and keyboard shortcuts. Auto-injects into any running WPF process (x64/x86) with no source changes. dotnet tool install -g WpfVisualTreeMcp (Package: `faze79-wpfvisualtreemcp`)
- [fixed-width/glass](https://allmcps.com/mcp/fixed-width-glass): [](https://glama.ai/mcp/servers/fixed-width/glass) 🦀 🏠 🍎 🪟 🐧 - Gives a coding agent a build → see → interact → debug loop over the native GUI app it is writing: launch the app, screenshot it, read its accessibility tree, inject mouse/keyboard/gestures, tail its logs, and diff frames to confirm a change landed. Drives apps as an external black box with no app integration, so any toolkit or language works. 30 tools with text-first responses (element ids, diffs, waits) so the agent need not screenshot every step, plus optional sandboxing of the launched app. Backends: X11, Wayland, Windows, macOS, Android emulators, and the iOS Simulator. (Package: `fixed-width-glass`)
- [Harusame64/desktop-touch-mcp](https://allmcps.com/mcp/harusame64-desktop-touch-mcp): [](https://glama.ai/mcp/servers/Harusame64/desktop-touch-mcp) 📇 🦀 🏠 🪟 - Windows desktop automation for LLM agents with entity-based actions instead of coordinate-only clicking. Uses UIA, CDP, screenshots, keyboard/mouse/clipboard, and terminal control, plus entity leases, verified delivery, causal context, and interaction memory to reduce silent UI automation failures. (Package: `harusame64-desktop-touch-mcp`)
- [juergenkoller-software/freezetext-mcp](https://allmcps.com/mcp/juergenkoller-software-freezetext-mcp): [](https://glama.ai/mcp/servers/juergenkoller-software/freezetext-mcp) 🏠 🍎 - MCP server for FreezeText — OCR anything on your Mac screen. Freeze the screen and extract text via Apple Vision (videos, popups, protected PDFs), OCR a region or base64 image, and manage a searchable capture history. 12 tools. (Package: `juergenkoller-software-freezetext-mcp`)
- [juergenkoller-software/nemeton-mcp](https://allmcps.com/mcp/juergenkoller-software-nemeton-mcp): [](https://glama.ai/mcp/servers/juergenkoller-software/nemeton-mcp) 🏠 🍎 - MCP bridge for Nemeton — native macOS virtual machine manager built on Apples Virtualization.framework. Create/control Linux & macOS VMs (no Parallels, no QEMU), CoW snapshots on APFS, 50+ MCP tools across VM lifecycle, console, files, networking, and host metrics. (Package: `juergenkoller-software-nemeton-mcp`)
- [sbuysse/gnome-desktop-mcp](https://allmcps.com/mcp/sbuysse-gnome-desktop-mcp): [](https://glama.ai/mcp/servers/sbuysse/gnome-desktop-mcp) 🐍 🏠 🐧 - GNOME desktop automation for AI agents. 30 tools via D-Bus: screenshots, window management, mouse/keyboard injection, clipboard, workspaces, and system notifications. Works on any GNOME 45–49 Linux desktop. (Package: `sbuysse-gnome-desktop-mcp`)
- [tinqiao-oss/clawtouch-mcp](https://allmcps.com/mcp/tinqiao-oss-clawtouch-mcp): [](https://glama.ai/mcp/servers/tinqiao-oss/clawtouch-mcp) 🐍 🏠 🍎 🪟 🐧 - Physical USB HID keyboard/mouse control via a Raspberry Pi Pico 2 running open-source firmware. Exposes move, click, drag, type, key combos, and scroll as MCP tools for any MCP client. Genuine physical HID input on the standard driver path, with a --mock mode for hardware-free trials. pip install clawtouch-mcp (Package: `tinqiao-oss-clawtouch-mcp`)

### 🏭 Industrial & IoT
- [FoundryNet/forge-mcp](https://allmcps.com/mcp/foundrynet-forge-mcp): 🐍 ☁️ - Industrial AI infrastructure that connects any AI agent to industrial equipment: 14 protocols, 18 manufacturers, 30 tools, cross-OEM telemetry normalization, health index, and failure prediction. The first physical-world MCP server. Free tier available. (Smithery) [](https://glama.ai/mcp/servers/FoundryNet/forge-mcp) (Package: `foundrynet-forge-mcp`)

### 🚀 Aerospace & Astrodynamics
- [gregario/astronomy-oracle](https://allmcps.com/mcp/gregario-astronomy-oracle): [](https://glama.ai/mcp/servers/gregario/astronomy-oracle) 📇 🏠 🍎 🪟 🐧 - Accurate astronomical catalog data and observing session planner. 13,000+ deep-sky objects from OpenNGC with deterministic visibility, rise/transit/set, and alt/az calculations. npx astronomy-oracle (Package: `gregario-astronomy-oracle`)
- [IO-Aerospace-software-community/mcp-server](https://allmcps.com/mcp/io-aerospace-software-community-mcp-server): ️⃣ ☁️/🏠 🐧 - IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics — ephemeris, orbital conversions, DSS tools, time conversions, and unit/math utilities. Supports STDIO and SSE transports; Docker and native .NET deployment documented. (Package: `io-aerospace-software-community-mcp-server`)
- [viventine-space/orbit-sentinel-mcp](https://allmcps.com/mcp/viventine-space-orbit-sentinel-mcp): [](https://glama.ai/mcp/servers/Viventine-Space/orbit-sentinel-mcp) 🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - Search 419,000+ space regulatory filings from FCC, ITU, UNOOSA, and FAA — semantic search, entity dossiers, spectrum holdings, launch licenses, and filing alerts, powered by Orbit Sentinel. brew install --cask viventine-space/tap/orbit-sentinel-mcp (Package: `viventine-space-orbit-sentinel-mcp`)

### 🌎 Translation Services
- [KyaniteLabs/DialectOS](https://allmcps.com/mcp/kyanitelabs-dialectos): [](https://glama.ai/mcp/servers/KyaniteLabs/DialectOS) 📇 🏠 - Spanish dialect localization server and CLI. Translates and QA-checks across 25 regional variants with register control, structure preservation, and adversarial quality gates. (Package: `kyanitelabs-dialectos`)
- [mmntm/weblate-mcp](https://allmcps.com/mcp/mmntm-weblate-mcp): 📇 ☁️ - Comprehensive Model Context Protocol server for Weblate translation management, enabling AI assistants to perform translation tasks, project management, and content discovery with smart format transformations. (Package: `mmntm-weblate-mcp`)
- [shuji-bonji/xcomet-mcp-server](https://allmcps.com/mcp/shuji-bonji-xcomet-mcp-server): 📇 🏠 - Translation quality evaluation using xCOMET models. Provides quality scoring (0-1), error detection with severity levels (minor/major/critical), and optimized batch processing with 25x speedup. (Package: `shuji-bonji-xcomet-mcp-server`)
- [translated/lara-mcp](https://allmcps.com/mcp/translated-lara-mcp): 🎖️ 📇 ☁️ - MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations. (Package: `translated-lara-mcp`)
- [waxberry-dev/live-translate-mcp](https://allmcps.com/mcp/waxberry-dev-live-translate-mcp): [](https://glama.ai/mcp/servers/waxberry-dev/live-translate-mcp) 📇 🏠 🍎 🐧 - Real-time English ↔ Mandarin Chinese speech translation. Transcribes audio locally with Whisper, translates via Claude API, and synthesises speech locally with Piper TTS. Pass a WAV file path and Claude handles the rest. (Package: `waxberry-dev-live-translate-mcp`)

### 📊 Data Visualization
- [KyuRish/mcp-dashboards](https://allmcps.com/mcp/kyurish-mcp-dashboards): [](https://glama.ai/mcp/servers/@KyuRish/mcp-dashboards) 📇 🏠 🍎 🪟 🐧 - 45+ interactive chart types (bar, line, pie, candlestick, sankey, geo, radar, funnel, treemap, and more), dashboards with KPI cards, drill-down navigation, live API polling, 20 themes, and export to PNG/PPT/A4. Built on MCP Apps. (Package: `kyurish-mcp-dashboards`)
- [marzukia/charted](https://allmcps.com/mcp/marzukia-charted): [](https://glama.ai/mcp/servers/marzukia/charted) 🐍 🏠 🍎 🪟 🐧 - Zero-dependency chart server that renders bar, line, pie, scatter, and more from JSON or CSV to SVG, HTML, PNG, or data URL. Built-in themes; PNG output renders inline in chat. Install via uvx --from charted[mcp] charted-mcp. (Package: `marzukia-charted`)
- [MS-Teja/Glyphic](https://allmcps.com/mcp/ms-teja-glyphic): [](https://glama.ai/mcp/servers/MS-Teja/Glyphic) 📇 🏠 - Generate diagrams from structured JSON across 18 types (architecture, ERD, sequence, flowchart, Gantt…) — native SVG/PNG, no headless browser. Built for LLMs and agents. (Package: `ms-teja-glyphic`)
- [nteract/semiotic](https://allmcps.com/mcp/nteract-semiotic): [](https://glama.ai/mcp/servers/nteract/semiotic) 📇 🏠 🍎 🪟 🐧 - React data visualization MCP server with 30+ chart types. 5 tools: suggest charts for a dataset, render validated React configs to SVG, diagnose configuration anti-patterns, get component schemas, and report issues. (Package: `nteract-semiotic`)
- [pushtodisplay/cli](https://allmcps.com/mcp/pushtodisplay-cli): [](https://glama.ai/mcp/servers/pushtodisplay/cli) 📇 🏠 🍎 🪟 🐧 - Push To Display MCP server send structured content to selected boards on iOS and android devices with app Push To Display, route updates to specific panels, and render in real time with display-focused multi-panel layouts. (Package: `pushtodisplay-cli`)
- [Ratnaditya-J/csvglow](https://allmcps.com/mcp/ratnaditya-j-csvglow): [](https://glama.ai/mcp/servers/Ratnaditya-J/csvglow) 🐍 🏠 🍎 🪟 🐧 - Generate beautiful self-contained HTML dashboards from CSV/Excel files with interactive ECharts visualizations, dark gradient theme, and sortable data tables. (Package: `ratnaditya-j-csvglow`)
- [subhatta123/twilize](https://allmcps.com/mcp/subhatta123-twilize): [](https://glama.ai/mcp/servers/subhatta123/twilize) 🐍 🏠 🍎 🪟 🐧 - Programmatic Tableau workbook (.twb/.twbx) generation — 47 MCP tools for charts, dashboards, calculated fields, dashboard actions, workbook migration, and CSV-to-dashboard pipelines. Install via uvx twilize. (Package: `subhatta123-twilize`)

To install any server in Claude Desktop or compatible AI clients:
1. Open your `claude_desktop_config.json`.
2. Add `"server-name": { "command": "npx", "args": ["-y", "package-name"] }` under `mcpServers`.

## Useful Links
- Directory Homepage: https://allmcps.com
- All Guides: https://allmcps.com/guides
- Categories: https://allmcps.com/categories
- MCP Setup Guide: https://allmcps.com/guide
- What is MCP: https://allmcps.com/what-is-mcp
- How to Build an MCP Server: https://allmcps.com/build-mcp-server
- Pricing: https://allmcps.com/pricing
- Free Tools (Config Generator, Config Validator, Token Calculator): https://allmcps.com/tools