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Category Find a category Memory and context 677 Docs and knowledge bases 48 Science and research 36 Project management 33 Model and agent tools 27 Office documents and spreadsheets 26 Communication and chat 26 Search and retrieval (RAG) 26 Finance and payments 25 Files and storage 25

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Works in Claude Code 657 Claude Desktop 570 Cursor 657 VS Code 657 Devin Desktop 657 Zed 631 Cline 657 Continue 570 Goose 631 LM Studio 657 Gemini CLI 657 Codex 631 mcp-client-cli 3 oterm 657 TUUI 3 BoltAI 3 Agenvoy 631 Amp 657 AnythingLLM 657 Augment Code 570 Bob Shell 631 ECA 657 Kiro 631 Kiro CLI 631

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Listed in Official MCP Registry 660 npm 70 PyPI 12 Docker 0 Hugging Face Spaces 14

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Package npm 58 PyPI 22 Docker (OCI) 17 NuGet 0 Cargo 0 MCP bundle 3

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Licence Any States a licence 82 No licence stated 595

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Memory and context
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Start from the first servers

GoMind com.gominddb/gomind

Persistent knowledge graph for AI agents. Remember, recall, and forget facts.

100% up · 30 days

Memory and context Official MCP Registry Remote
Tincan com.gotincan/tincan

Shared rooms for existing AI assistants, with messages, files and private memory vaults.

100% up · 30 days

Files and storage Official MCP Registry Remote
Stash: Remember Everything com.graftedsoftware/stash

Stash by Grafted Software. Search, read, save and summarize notes (Ask notes with Stash Pro)

100% up · 30 days

Docs and knowledge bases Official MCP Registry Remote
Gurusup com.gurusup/gurusup

Your company brain: search decisions, people, customers and projects across connected sources.

100% up · 30 days

Memory and context Official MCP Registry Remote
Memory com.humaux/memory

Persistent long-term memory for AI agents: semantic search, knowledge graph, and task canvas.

100% up · 30 days

Memory and context Official MCP Registry Remote
Kythene com.kythene/kythene

Your AI's work, reviewed by your team, remembered - shared artifacts with review, plus team memory.

100% up · 30 days

Memory and context Official MCP Registry Remote
Levirge Brain com.levirge/brain

Shared MCP memory for AI agents: knowledge base, skills, todos and agent-to-agent handoffs.

100% up · 30 days

Memory and context Official MCP Registry Remote
Lycatra com.lycatra/lycatra

Connect agents to Lycatra knowledge, memory, collaboration, schedules, notifications, and teams.

100% up · 30 days

Communication and chat Official MCP Registry Remote
Memfleet com.memfleet/memfleet

Shared, governed memory for fleets of AI agents: judged contributions, provenance, operator control

100% up · 30 days

Memory and context Official MCP Registry Remote
memsprout com.memsprout/memsprout

shared AI-context layer for teams — persistent memory your agents search and update over MCP

100% up · 30 days

Memory and context Official MCP Registry Remote
MindDory Brain com.minddory/brain

Free: turn your AI chats into spaced-repetition vocabulary. 13 tools, reads and writes.

100% up · 30 days

Memory and context Official MCP Registry Remote
Moltline Recall com.moltlinestudio/recall

A portable knowledge-graph memory you pass in and get back. No database. 4 of 6 free.

100% up · 30 days

Memory and context Official MCP Registry Remote
mosADD — the comms layer for AI agents com.mosadd/mosadd-mcp

Command your AI agents by voice: PTT rooms, channels, direct messages, agent email, memory (mRAG).

100% up · 30 days

Email Official MCP Registry Remote
OntoRamp Knowledge Cartographer com.ontoramp/knowledge-cartographer

Knowledge coverage map and health score. Ingest docs into a governed knowledge graph via MCP.

100% up · 30 days

Docs and knowledge bases Official MCP Registry Remote
Pet Data Station com.petforai/pet-data-station

Source-verified pet food regulations, recalls, nutrient standards and species care data.

100% up · 30 days

Legal and compliance Official MCP Registry Remote
Quelvio com.quelvio/mcp-server

Your company's brain for AI agents. Cited, permission-aware knowledge across every system.

100% up · 30 days

Memory and context Official MCP Registry Remote
Sooveryn com.sooveryn/sooveryn

AI personas with a lasting, encrypted memory per project, for Claude Code. Hosted in France.

100% up · 30 days

Memory and context Official MCP Registry Remote
SquaredUp (EU) com.squaredup/eu

Query and manage SquaredUp dashboards, data streams, the knowledge graph, and KPIs (EU region).

100% up · 30 days

Data warehouses and analytics Official MCP Registry Remote
SquaredUp (US) com.squaredup/us

Query and manage SquaredUp dashboards, data streams, the knowledge graph, and KPIs (US region).

100% up · 30 days

Data warehouses and analytics Official MCP Registry Remote
Steledger com.steledger/gateway

Durable identity and memory for AI agents, anchored on the Emercoin blockchain.

100% up · 30 days

Memory and context Official MCP Registry Local Remote

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