local-ai MCP servers & tools

33 Model Context Protocol servers tagged “local-ai”, ranked by usage. Connect any of them to Claude Desktop, Cursor or Windsurf in one step.

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Prism MCP
dcostenco
Zero-config persistent memory for AI agents with local SQLite. Mind Palace web dashboard, time travel (rewind/replay sessions), agent telepathy (cross-client memory sharing), code mode templates, morning briefings, and progressive context loading. 25 tools, 6 resources, 4 prompts.
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: 158
Lilbee
tobocop2
Runs and manages its own local models, or uses your existing Ollama or LM Studio if you prefer. Indexes your files and code, crawls the websites you point it at, and answers with citations to the source.
Search & Data Extraction
Upvotes: 0Installs: 0GitHub stars: 63
Voice MCP
mbailey
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
Conversational AI
Upvotes: 0Installs: 0GitHub stars: 1.4k
Iai Personal Memory Engine
CodeAbra
Local memory daemon for any MCP-over-stdio client with three-tier storage (episodic/semantic/procedural). Own SQLite + hnswlib store (Hippo) with bge-small-en-v1.5, MIT-licensed community-detection reranking (MOSAIC), and sleep-cycle consolidation. AES-256-GCM encrypted at rest, no telemetry. Verbatim recall >=99% and post-contradiction Rescue@10 1.000 at honest scale. Ambient capture via shell hooks. Windows support in beta.
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: 905
Memory MCP 1file
pomazanbohdan
A self-contained Memory server with single-binary architecture (embedded DB & models, no dependencies). Provides persistent semantic and graph-based memory for AI agents.
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: 25
Telemem
Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: 494
Marm MCP Server
Universal MCP Server with advanced AI memory capabilities and semantic search.
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: 418
Emberverse
A living knowledge graph to read, think against, and leave a deposit in that outlives you.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 1
Facthouse
A local memory engine any AI tool can use. Not Mem0's hosted OpenMemory MCP.
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: 3
Guaardvark
guaardvark
Self-hosted AI studio exposing local image, video and music-video generation, upscaling, RAG and code intelligence, with renders queued on your own GPU.
Multimedia Process
Upvotes: 0Installs: 0GitHub stars: 265
Yad Agent MCP
MCP wrapper for Yad, a local browser-automation companion, for coding agents.
Browser Automation
Upvotes: 0Installs: 0GitHub stars: 4
AsterMind MCP
On-device reranking that cuts RAG context tokens ~67% while keeping a relevant passage.
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: 1
ASTGL Knowledge
Search and cite ASTGL articles about MCP servers, local AI, and AI automation.
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: —
B
Brain MCP
Your Obsidian vault as private, searchable memory for Claude, Cursor, Hermes and any MCP client
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: 1
Routed
bshea-1
Local router for Agent Skills across coding agents and MCP clients, with hybrid matching on the local CPU that spends no tokens.
Coding Agents
Upvotes: 0Installs: 0GitHub stars: 24
KIAgent
Your mail, chats and documents indexed into a local SQLite corpus, served to AI clients over MCP.
Databases
Upvotes: 0Installs: 0GitHub stars: 7
AccInt
Local Work Model MCP server for agent work that learns from real outcomes.
Workplace & Productivity
Upvotes: 0Installs: 0GitHub stars: 7
M1K3
Private memory, documents, voice and a local LLM for your agents, served by a Mac app on-device.
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: 6
MCP Server Ollama Bridge
jaspertvdm
Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local models through MCP.
Conversational AI
Upvotes: 0Installs: 0GitHub stars: 4
Ollama Omega
VrtxOmega
Official Ollama MCP Server. Exposes ollamachat, ollamagenerate, ollamapullmodel, ollamalistmodels and ollamashowmodel tools for advanced AI interactions.
Conversational AI
Upvotes: 0Installs: 0GitHub stars: 3
MCP Ragchat
gogabrielordonez
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.
Search & Data Extraction
Upvotes: 0Installs: 0GitHub stars: 2
Toolpiper
300+ on-device MCP tools for macOS — local AI, voice, vision, browser automation, system control.
OS Automation
Upvotes: 0Installs: 0GitHub stars: 2
Macwhisper MCP Server
MacWhisper transcription for Claude Desktop. Fully local, no cloud, audio stays on your Mac.
Speech-to-Text
Upvotes: 0Installs: 0GitHub stars: 2
Grounding AI
andyliszewski
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.
Search & Data Extraction
Upvotes: 0Installs: 0GitHub stars: 1
Cortex
Local multi-client RAG server over the Model Context Protocol.
Search & Data Extraction
Upvotes: 0Installs: 0GitHub stars: 1
Samuraizer
Local MCP server for meeting transcripts, summaries, action items & decisions — no cloud.
Workplace & Productivity
Upvotes: 0Installs: 0GitHub stars: 1
K
Kokon
Generate and edit images offline with Qwen-Image 2.1 on your GPU. Needs the Kokon desktop app.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 1
M
ManageLM
AI Linux & Windows server management with Claude MCP and fully private agents using local AI
OS Automation
Upvotes: 0Installs: 0GitHub stars: —
O
OutilsIA — Conseiller IA locale
Conseiller IA locale read-only. Catalogue, rapports /r/, mesures. Aucun scan PC.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
Linggen
Local, privacy-focused RAG service for code search via MCP. https://linggen.dev
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: —
Whispernotes
Search, read, and create speech-to-text transcripts on-device with the Whisper Notes Mac app.
Speech-to-Text
Upvotes: 0Installs: 0GitHub stars: —
EarScribe MCP
EarScribe is a browser-based transcription tool that converts audio to text on-device using OpenAI
Speech-to-Text
Upvotes: 0Installs: 0GitHub stars: —
CEDRUS
Reasoning scaffolding that supercharges your small AI: an argument-mapping MCP server
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —