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Category Find a category Memory and context 3361 Coding agent tools 360 Search and retrieval (RAG) 289 Model and agent tools 272 Developer tools 220 Databases 155 Docs and knowledge bases 151 Files and storage 139 Office documents and spreadsheets 119 Git and code hosting 119

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Runs Any On your machine 3361 Remote endpoint 85

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Works in Claude Code 3123 Claude Desktop 3111 Cursor 3123 VS Code 3123 Devin Desktop 3123 Zed 3120 Cline 3123 Continue 3111 Goose 3120 LM Studio 3123 Gemini CLI 3123 Codex 3120 mcp-client-cli 3041 oterm 3123 TUUI 3041 BoltAI 3041 Agenvoy 3120 Amp 3123 AnythingLLM 3123 Augment Code 3111 Bob Shell 3120 ECA 3123 Kiro 3120 Kiro CLI 3120

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Listed in Official MCP Registry 835 npm 2371 PyPI 457 Docker 7 Hugging Face Spaces 0

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Package npm 2439 PyPI 656 Docker (OCI) 57 NuGet 9 Cargo 142 MCP bundle 65

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Licence Any States a licence 2590 No licence stated 771

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Memory and context
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Toon Memory io.github.LuiggiVal08/toon-memory

Offline persistent memory for AI coding agents — 35 tools, 80% fewer calls, no LLM

Version check not run yet

Memory and context Official MCP Registry · npm Local 71 a week MIT
agentic-recall io.github.dfrancislyondflabc-tech/agentic-recall

Long-term memory for agentic tasks. It tells you when it doesn't know.

Version check not run yet

Memory and context Official MCP Registry · npm Local 71 a week MIT
Hicortex — AI Fleet Memory io.github.gamaze-labs/hicortex

Shared fleet memory for AI agents: nightly self-correction, recall every prompt (supported agents).

Version check not run yet

Memory and context Official MCP Registry · npm Local 71 a week POLYFORM-NONCOMMERCIAL-1.0.0
Vulcanus io.github.sunsatosolutions/vulcanus

A validated Markdown memory vault your coding agent can recall, project by project.

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Memory and context Official MCP Registry · npm Local 71 a week MIT
Koragraph in.koragraph/koragraph

Local multi-repo code graph over MCP. Blast radius, call graphs, and memory anchored to code.

Version check not run yet

Git and code hosting Official MCP Registry · npm Local 69 a week BUSL-1.1
Memory Graph io.github.YonasValentin/mcp-memory-graph

Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.

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Memory and context Official MCP Registry · npm Local 66 a week POLYFORM-NONCOMMERCIAL-1.0.0
ChatCrystal io.github.ZengLiangYi/chatcrystal

Local-first AI PKM memory for coding conversations.

Version check not run yet

Memory and context Official MCP Registry · npm Local 66 a week APACHE-2.0
Vectros io.github.vectros-ai/mcp-server

Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.

Version check not run yet

Memory and context Official MCP Registry · npm Local 66 a week APACHE-2.0
Filamental io.github.Scottnine/filamental

Search, read and build your Filamental knowledge graph. Local-first: notes stay on your computer.

Version check not run yet

Memory and context Official MCP Registry · npm Local 65 a week MIT
Meridian io.github.ajc3xc/meridian

Persistent memory, task coordination, and HITL queue for AI coding sessions.

100% up · 30 days

Memory and context Official MCP Registry · npm Local Remote 64 a week MSL-1.0
Brains io.github.spacecowboyian/brains

Personal wiki and memory for AI assistants: store, search, and recall structured notes.

Version check not run yet

Memory and context Official MCP Registry · npm Local 638 a week
MIND io.github.theastraway/mind

MIND knowledge-graph memory for agents. 44 tools: CRM, Life, MoneyMIND, Budget, Sheets, Email, Sign.

Version check not run yet

Memory and context Official MCP Registry · npm Local 63 a week MIT
Achromat Machine Operational Memory ai.achromat/mcp-server

Recall and calibrate policy-compliant tool-call arguments before execution. Does not run the tool.

100% up · 30 days

Memory and context Official MCP Registry · npm Local Remote 62 a week MIT
Context Fabric io.github.VIKAS9793/context-fabric

Context sync layer for AI agents. Ensures continuity and eliminates memory drift automatically.

Version check not run yet

Memory and context Official MCP Registry · npm Local 62 a week MIT
ellmos Homebase io.github.ellmos-ai/ellmos-homebase-mcp

Local-first LLM orchestration: memory, knowledge, state, routing, swarm, API discovery, plugins.

Version check not run yet

Model and agent tools Official MCP Registry · npm Local 62 a week MIT
Finch io.github.finchagentic/mcp

Agentic AI runtime: persistent memory, vault, autonomous agents, deep research, DeFi execution.

0% up · 30 days

Memory and context Official MCP Registry · npm Local Remote 62 a week MIT
brain-mcp io.github.debashishthakur/brain-mcp

Your Obsidian vault as private, searchable memory for Claude, Cursor, Hermes and any MCP client

Version check not run yet

Memory and context Official MCP Registry · npm Local 60 a week MIT
Neural Memory io.github.nhadaututtheky/neural-memory

Persistent memory for AI agents — 55 MCP tools, spreading activation recall.

Version check not run yet

Memory and context Official MCP Registry · npm Local 16 a week MIT
Cozo Memory io.github.tobs-code/cozo-memory

Local-first memory system for AI agents with hybrid search and graph reasoning

Version check not run yet

Memory and context Official MCP Registry · npm Local 59 a week APACHE-2.0
AiNecto com.ainecto/mcp

Shared project memory for people and AI agents: documents, ERD, diagrams, boards, design mockups.

100% up · 30 days

Office documents and spreadsheets Official MCP Registry · npm Local Remote

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