Memory and context MCP servers

4,057 servers

Give your client long-term memory: notes, knowledge graphs and vector stores.

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1. MW mcp-win-stdio-tsc org.pypi/mcp-win-stdio-tsc 0.7 · 15/100

   Windows-optimized TypeScript Diagnostic Watcher MCP server: background watchers and in-memory cache for instant 0ms compiler error checks.

   Version check not run yet

   Developer tools PyPI Local MIT

2. MO mem0-open-mcp org.pypi/mem0-open-mcp 0.7 · 15/100

   Open-source MCP server for mem0 - local LLMs, self-hosted, Docker-free

   Version check not run yet

   Memory and context PyPI Local APACHE-2.0

3. MS memcp-server org.pypi/memcp-server 0.7 · 15/100

   Backend-agnostic, multi-tenant MCP memory server

   Version check not run yet

   Memory and context PyPI Local AGPL-3.0-ONLY

4. MM memora-mcp org.pypi/memora-mcp 0.7 · 15/100

   MCP-compatible memory server backed by SQLite

   Version check not run yet

   Databases PyPI Local MIT

5. MH memory-hub-mcp org.pypi/memory-hub-mcp 0.7 · 15/100

   Local Memory Hub MCP Server with stdio transport for ZenCoder and MCP clients

   Version check not run yet

   Memory and context PyPI Local MIT

6. MM mnemo-mcp-agent org.pypi/mnemo-mcp-agent 0.7 · 15/100

   Cross-platform local MCP server and CLI for bitemporal long-term memory for AI agents

   Version check not run yet

   Memory and context PyPI Local MIT

7. MM mnemo-meridian-mcp org.pypi/mnemo-meridian-mcp 0.7 · 15/100

   Standalone MCP server for the Mnemo platform — connects Mnemo memory to Claude Desktop, Claude Code, and any MCP client.

   Version check not run yet

   Memory and context PyPI Local PROPRIETARY

8. MM mseep-mcp-memory-service org.pypi/mseep-mcp-memory-service 0.7 · 15/100

   Universal MCP memory service with semantic search, multi-client support, and autonomous consolidation for Claude Desktop, VS Code, and 13+ AI applications

   Version check not run yet

   Memory and context PyPI Local APACHE-2.0

9. NM nexotype-mcp org.pypi/nexotype-mcp 0.7 · 15/100

   Nexotype MCP Server — biomedical knowledge graph for drug discovery, genomics, and market intelligence

   Version check not run yet

   Science and research PyPI Local MIT

10. PM pgmnemo-mcp org.pypi/pgmnemo-mcp 0.7 · 15/100

    MCP server wrapping pgmnemo ingest and recall for AI agent memory

    Version check not run yet

    Memory and context PyPI Local APACHE-2.0

11. PM pg-mnemosyne-mcp org.pypi/pg-mnemosyne-mcp 0.7 · 15/100

    A Model Context Protocol (MCP) server for PostgreSQL, acting as a super memory and task tracker for AI assistants.

    Version check not run yet

    Databases PyPI Local MIT

12. PM pluck-mcp org.pypi/pluck-mcp 0.7 · 15/100

    MCP server for Pluck — query your knowledge graph from Claude Desktop, Cursor, and other MCP clients

    Version check not run yet

    Memory and context PyPI Local MIT

13. PM project-mem-mcp org.pypi/project-mem-mcp 0.7 · 15/100

    An MCP Server to store and retreive project information from memory file

    Version check not run yet

    Files and storage PyPI Local MIT

14. RM rekall-mcp org.pypi/rekall-mcp 0.7 · 15/100

    Persistent memory for AI assistants via MCP

    Version check not run yet

    Memory and context PyPI Local APACHE-2.0

15. SM shared-memory-mcp org.pypi/shared-memory-mcp 0.7 · 15/100

    Cross-IDE shared memory MCP Server for AI Agents. Supports Kiro, Cursor, Windsurf, Trae and more.

    Version check not run yet

    Memory and context PyPI Local MIT

16. SM swarmv-mcp org.pypi/swarmv-mcp 0.7 · 15/100

    MCP server for SwarmV: persistent vector memory for AI agents, limited to what the user may access.

    Version check not run yet

    Memory and context PyPI Local MIT

17. SM syntarus-mcp org.pypi/syntarus-mcp 0.7 · 15/100

    MCP server for Syntarus memory

    Version check not run yet

    Memory and context PyPI Local PROPRIETARY

18. TM totem-mcp org.pypi/totem-mcp 0.7 · 15/100

    Persistent memory layer for engineering agents

    Version check not run yet

    Memory and context PyPI Local MIT

19. TM tremula-mcp org.pypi/tremula-mcp 0.7 · 15/100

    Self-maintaining code memory for AI coding agents: an Obsidian-compatible knowledge graph of your codebase, served over MCP and auto-curated from your work sessions.

    Version check not run yet

    Coding agent tools PyPI Local MIT

20. UM unforget-mcp org.pypi/unforget-mcp 0.7 · 15/100

    MCP server for Unforget — long-term memory for Claude Code, Cursor, and any MCP client

    Version check not run yet

    Memory and context PyPI Local APACHE-2.0

21. VM vault-mcp org.pypi/vault-mcp 0.7 · 15/100

    Memory Vault MCP Server — Markdown + SQLite knowledge store with bidirectional [[wikilinks]] for AI agents

    Version check not run yet

    Databases PyPI Local MIT

22. VM vioraeda-mcp org.pypi/vioraeda-mcp 0.7 · 15/100

    A Model Context Protocol (MCP) server for VioraEDA, providing specialized tools and memory management.

    Version check not run yet

    Memory and context PyPI Local MIT

23. WA wolf-alexandria-mcp org.pypi/wolf-alexandria-mcp 0.7 · 15/100

    MCP server for Wolf Logic Alexandria — semantic memory search via PostgREST

    Version check not run yet

    Memory and context PyPI Local MIT

24. HE herevault com.npmjs/herevault 0.7 · 14/100

    AI agent memory and knowledge base system powered by Obsidian Vault via MCP protocol

    Version check not run yet

    Docs and knowledge bases npm Local 3 a week

25. @M @iflow-mcp/simple-memory-extension-mcp-server com.npmjs.iflow-mcp/simple-memory-extension-mcp-server 0.7 · 14/100

    An MCP server providing a persistent key-value memory store with semantic search for your agents

    Version check not run yet

    Memory and context npm Local 5 a week MIT

26. AL Alwen ai.alwen/alwen 0.7 · 14/100

    One memory for every AI you work with: your rules, notes and decisions in your own Git repo.

    100% up · 30 days

    Git and code hosting Official MCP Registry Remote

27. AZ Azquo ai.azquo/azquo 0.7 · 14/100

    Shared memory for AI agents: a hierarchical database where totals add up and writes are attributed.

    100% up · 30 days

    Databases Official MCP Registry Remote

28. BA Bordet AI ai.bordet/bordet 0.7 · 14/100

    Ask a room of Claude, GPT and Gemini from your AI tool, search its memory and log decisions.

    100% up · 30 days

    Model and agent tools Official MCP Registry Remote

29. BU Butlerbrain ai.butlerbrain/mcp 0.7 · 14/100

    Persistent memory for AI assistants. Save once; recall from Claude, ChatGPT, or any MCP client.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

30. CO Contexel ai.contexel/contexel 0.7 · 14/100

    Shared AI memory. ChatGPT, Claude, Cursor and any MCP app read and write the same memory.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

31. DA Daystruct ai.daystruct.api/daystruct 0.7 · 14/100

    Discover reusable source, data and memory capabilities; inspect release evidence and compatibility.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

32. EB ENYAL by Greenland AI ai.enyal/enyal 0.7 · 14/100

    Accounts are powered by ENYAL identity, and records are verifiable without trusting us.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

33. FA FapperAI ai.fapper/fapperai 0.7 · 14/100

    Chat with adult (18+) AI companions that remember you, send photos and voice notes and run your toy.

    100% up · 30 days

    Docs and knowledge bases Official MCP Registry Remote

34. TH Throughline ai.getthroughline/throughline 0.7 · 14/100

    A persistent AI self you own — memory, persona, judgment — portable across all your AI hosts.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

35. GM Giant Mind ai.giantmind/giant-mind 0.7 · 14/100

    Ask what you saved in Giant Mind and get a brief of recent memories. Saving new memories is opt-in.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

36. GA GreatArrow.ai ai.greatarrow/great-arrow 0.7 · 14/100

    Stop copy-pasting client context into your AI. 48 connectable providers via MCP.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

37. JU JustOnce ai.justonce/memory 0.7 · 14/100

    Persistent memory for AI assistants — one shared, OAuth-secured vault for every MCP client.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

38. KH khive ai.khive/khive 0.7 · 14/100

    Persistent memory, knowledge graph, task management and more for AI agents via MCP.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

39. KI Kijito ai.kijito/kijito 0.7 · 14/100

    Shared memory and mail for your AI agents. Verified with Claude Code; other MCP clients in testing.

    100% up · 30 days

    Developer tools Official MCP Registry Remote

40. LA LadderFlow ai.ladderflow/mcp 0.7 · 14/100

    Voice-interview your ideas into LinkedIn posts and X threads via a Digital Brain memory.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

41. LC Locul Cloud Memory ai.locul/cloud 0.7 · 14/100

    Recall memories, entity profiles and source notes from your Locul cloud brain in any AI chat.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

42. LO LogRack ai.lograck/lograck 0.7 · 14/100

    Shared memory for your AI tools: tasks, notes and context every tool can read and write over MCP.

    100% up · 30 days

    Docs and knowledge bases Official MCP Registry Remote

43. MA Megastructure Arc ai.megastructure/arc 0.7 · 14/100

    Local hub your coding agents sign into: rooms, tasks, decisions, artifacts, memory. Desktop app.

    Not checked yet

    Coding agent tools Official MCP Registry

44. ME MemoryRouter ai.memoryrouter/memoryrouter 0.7 · 14/100

    Persistent AI memory shared across Claude, ChatGPT, coding agents, and compatible MCP clients.

    100% up · 30 days

    Coding agent tools Official MCP Registry Remote

45. MO Monolithos ai.monolithos/cloud-memory 0.7 · 14/100

    Recall authorized Vault notes with keyword and hybrid search, original excerpts, and source paths.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

46. EN Enacta ai.multi-turn/enacta 0.7 · 14/100

    Long-term memory for AI agents: durable records, observable retrieval, governed context assembly.

    0% up · 30 days

    Memory and context Official MCP Registry Remote

47. PE Penny ai.mypenny/mypenny 0.7 · 14/100

    Portable AI memory you own. Keep memories and notes across Claude, ChatGPT, and other AI tools.

    100% up · 30 days

    Docs and knowledge bases Official MCP Registry Remote

48. NU Nuramem ai.nuramem/nuramem 0.7 · 14/100

    Cross-model memory for people and teams: one memory every AI you use loads at session start.

    100% up · 30 days

    Communication and chat Official MCP Registry Remote