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Showing 432 servers in this category

Results (432 tools)

Moxie Docs MCP

โ˜… FeaturedVerified
MCP & Agent Skills for Automated Documentation, and codebase conventions + context
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Magic MCP

21st-dev
Create crafted UI components inspired by the best 21st.dev design engineers.
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Codebeamer Mcp

3KniGHtcZ
๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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.
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Ios Mcp Code Quality Server

a-25
๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - 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.
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ECHO RIFT MCP

AaronVick
๐Ÿ“‡ โ˜๏ธ - 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.
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Mcp Server Atlassian Bitbucket

aashari
๐Ÿ“‡ โ˜๏ธ - Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.
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Mcp Server Atlassian Confluence

aashari
๐Ÿ“‡ โ˜๏ธ - Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.
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Mcp Server Atlassian Jira

aashari
๐Ÿ“‡ โ˜๏ธ - Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.
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Mindpilot Mcp

abrinsmead
๐Ÿ“‡ ๐Ÿ  - 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".
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Media Mcp

Adityaaery20
๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - 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.
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FileScopeMCP

admica
๐Ÿ ๐Ÿ“‡ ๐Ÿฆ€ - Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.
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Mason

adrianczuczka
๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Context engineering MCP server. Generates CLAUDE.md from git history and architectural file sampling, and maintains a concept-map snapshot of features/flows โ†’ files so agents can skip grep/glob on repeat queries.
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Char Index Mcp

agent-hanju
๐Ÿ ๐Ÿ  โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Precise character-level string indexing for LLMs. Provides tools for finding, extracting, and manipulating text by exact character position to solve position-based operations.
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Axint

agenticempire
๐Ÿ“‡ ๐Ÿ  - Apple-native execution layer for AI agents. Compiles TypeScript to validated Swift โ€” App Intents, SwiftUI views, WidgetKit widgets, and full apps. 13 MCP tools, 150 diagnostics, 500 tests.
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HuaweiAppGalleryMcp

AgiMaulana
๐Ÿ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Huawei AppGallery Connect publishing: upload APK/AAB, update metadata and localizations, submit for review, and manage phased rollouts.
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Defluff

ahmedak
๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Deterministic slop detector for AI-generated prose. Flags filler phrases and clichรฉs with zero false positives by design (curated phrase list, not a model), returns exact spans plus a pinnable 0-1 score, and runs offline with no API key. CLI + CI exit code + MCP server for agents to self-check their own output before it lands in a PR or doc. pip install defluff
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Bigindexer

ahmedxuhri
๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Hierarchical code intelligence for AI coding agents. Scans local source code, clusters files by behavioral roles, maps coupling seams, and provides in-repo twins/context for complex implementation tasks.
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Primitiv

AI-by-design
๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Design contract layer for your codebase. Scans Figma, code, Storybook, and token files, reconciles conflicts, and serves a single machine-readable source of truth over MCP so every agent gets the same authoritative design rules before it builds. Local-first โ€” your code never leaves your machine.
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Server

aidemd-mcp
๐Ÿ“‡ ๐Ÿ  - Structured .aide spec files that give AI agents progressive disclosure into your codebase architecture via MCP.
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GoSQLX

ajitpratap0
๐ŸŽ๏ธ โ˜๏ธ ๐Ÿ  - 7 SQL tools (validate, format, parse, lint, security scan, metadata extraction, full analysis) over Streamable HTTP. Public remote server at mcp.gosqlx.dev - no install needed. 1.25M+ ops/sec, 6 SQL dialects.
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MCP AI SOC Sher

akramIOT
๐Ÿ โ˜๏ธ ๐Ÿ“‡ - MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.
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Skill Ninja Mcp Server

aktsmm
๐Ÿ“‡ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills.
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Webhook Tester Mcp

alimo7amed93
๐Ÿ โ˜๏ธ โ€“ A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude.
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Simctl Mcp

ambar
๐Ÿ“‡ ๐Ÿ  ๐ŸŽ A MCP server implementation for iOS Simulator control.
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Desktopinsights Mcp

andrewschreiber
๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Look up SDKs, frameworks, and dependencies used by 12,000+ macOS and Windows desktop apps. Search by technology adoption, compare stacks, and discover SDK usage patterns via the Desktop Insights API.
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Mcp Agent Health

aos-standard
๐Ÿ ๐Ÿ  - MCP Agent Health Reporter โ€” advisory agent health scan under AOS discipline (manifest, services, immune loop, evidence). Stdio MCP: mcp-agent-health. Install: pip install mcp-agent-health==0.3.1 ยท PyPI
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Mcp Blast Radius

aos-standard
๐Ÿ ๐Ÿ  - MCP Blast-Radius Auditor โ€” static blast radius extraction and AOS manifest.json divergence gate (Oracle / Permitted / Prohibited). Stdio MCP (mcp-blast-radius) plus CI blocking gate (mcp-blast-radius-gate). Install: pip install mcp-blast-radius==0.2.0 ยท PyPI
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Agent Utils Mcp

aparajithn
๐Ÿ โ˜๏ธ - Swiss-army-knife utility server for AI agents. 18 tools including JSON validation, base64, hashing, UUID generation, regex testing, markdown conversion, datetime conversion, cron parsing, CSV/JSON conversion, JWT decoding, and more. Streamable HTTP MCP + REST API with x402 micropayments.
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Apisix Mcp

api7
๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  MCP Server that support for querying and managing all resource in Apache APISIX.
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Bumpguard Mcp

appcreationsca
๐Ÿ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Pre-flight dependency-upgrade impact analysis: reports exactly which of your code's API usages break before you bump a dependency, with line numbers, severity, and fix hints. Also verifies AI-written code against the actually-installed API to catch hallucinated calls. Static analysis only โ€” never runs third-party code. Python + .NET. pip install bumpguard-mcp
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