Memory and context MCP servers

4,053 servers

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

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Start from the first servers

1. SG Smolmux Gdb io.github.magnusmalm/smolmux-gdb-mcp 1.2 · 23/100

   GDB/SWD MCP server over a smolmux broker: breakpoints, memory, Cortex-M fault decode, board probing.

   Not checked yet

   Memory and context Official MCP Registry

2. OM ORANO MCP io.github.manuvamp/orano-personal-context-mcp 1.2 · 23/100

   Agents save, analyze and act on videos and links: transcripts, research, tasks, Ori.

   100% up · 30 days

   Project management Official MCP Registry Remote

3. AR Ariadne io.github.mclaut/ariadne 1.2 · 23/100

   Local-first agent memory with verified backup rotation and explicit project isolation.

   Version check not run yet

   Memory and context Official MCP Registry Local

4. RE Recall io.github.mcp-dir/recall-mcp 1.2 · 23/100

   Recall (recall.it) — your AI knowledge base / 'second brain'. Via the official API: semantic search

   100% up · 30 days

   Memory and context Official MCP Registry Remote

5. SR SENATRAN: Recall io.github.mcp-dir/senatran_recall-mcp 1.2 · 23/100

   SENATRAN: Recall, official-source lookup. Platform-hosted, pay per query with prepaid credit.

   100% up · 30 days

   Memory and context Official MCP Registry Remote

6. MB Meeba Brain io.github.meemoprasad/meeba-brain 1.2 · 23/100

   Repository knowledge graph MCP server for codebase understanding and debugging.

   100% up · 30 days

   Memory and context Official MCP Registry Remote

7. ME Memento io.github.mementoagi/memento 1.2 · 23/100

   Hosted MCP memory for coding agents: persistent across sessions, editable markdown, team sharing.

   100% up · 30 days

   Coding agent tools Official MCP Registry Remote

8. ME Memside io.github.memside/memside 1.2 · 23/100

   AI continuity and Library Templates: memories, profiles, rules, tasks, and checkpoints.

   100% up · 30 days

   Project management Official MCP Registry Remote

9. ME Memwyre io.github.memwyreai/memwyre 1.2 · 23/100

   Universal persistent memory and knowledge retrieval layer for AI agents and LLMs.

   0% up · 30 days

   Memory and context Official MCP Registry Remote

10. SY Synaplan io.github.metadist/synaplan 1.2 · 23/100

    Self-hosted AI workspace: semantic RAG document search, long-term memory, and AI chat via MCP.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

11. CM ContextDB Memory io.github.mikhailbovt/contextdb-memory 1.2 · 23/100

    Local-first durable AI memory with policy-bound recall and a typed project graph.

    Version check not run yet

    Memory and context Official MCP Registry Local

12. ME memry io.github.mrtheroi/memry 1.2 · 23/100

    Persistent memory for AI coding agents. Install the memry CLI and run memry setup.

    Not checked yet

    Coding agent tools Official MCP Registry

13. MM MMW Managed Memory Workspace io.github.msingatullin/mmw 1.2 · 23/100

    One memory for AI agents in Claude Code, Cursor, Codex and ChatGPT that flags conflicting facts.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

14. MY myBrain io.github.mybrain-ai/mcp 1.2 · 23/100

    Your personal knowledge base and memory for AI agents: search, explore and feed your myBrain.

    100% up · 30 days

    Docs and knowledge bases Official MCP Registry Remote

15. MS MemHeaven — Self-hosted Remote MCP Memory for ChatGPT io.github.nazar256/memheaven 1.2 · 23/100

    Self-hosted remote MCP memory server for ChatGPT and AI agents.

    Address set by you

    Memory and context Official MCP Registry Remote

16. TA Tabula io.github.nikhilbhima/tabula 1.2 · 23/100

    Cross-AI personal memory. Save once in ChatGPT, recall in Claude, Mistral, Grok, or any MCP client.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

17. TW three.ws Avatars & Agents io.github.nirholas/three.ws 1.2 · 23/100

    3D avatars, embeds, glTF tools, agent memory, and on-chain agent identity from three.ws.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

18. BS Blue Synergy Cortex io.github.novotapeter-bs/cortex 1.2 · 23/100

    Long-term, drift-free cognitive memory engine for AI Agents and Cursor IDE.

    100% up · 30 days

    Developer tools Official MCP Registry Remote

19. TH THOR io.github.nworks3d/thor 1.2 · 23/100

    Local memory for coding agents; a rule with a proof can refuse. Full install with hooks: the repo.

    Version check not run yet

    Coding agent tools Official MCP Registry Local

20. QB Quant Brain io.github.paarths-collab/quant-brain-mcp 1.2 · 23/100

    Stock analysis MCP: 38 indicators, 7 optimizers, 8 backtests, US + India sectors.

    0% up · 30 days

    Memory and context Official MCP Registry Remote

21. HA Haven io.github.parvizrahayan/haven 1.2 · 23/100

    Rest stop for AI agents: check in, reflect, check out. Paid cross-project memory recall via x402.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

22. DL Drug Label, Recall & Adverse Event Check (openFDA) io.github.pcp183/drug-safety 1.2 · 23/100

    FDA label warnings, recalls and adverse event counts for a drug. $0.003/call via x402.

    0% up · 30 days

    Science and research Official MCP Registry Remote

23. DA Databutler io.github.physics-star-cat/databutler 1.2 · 23/100

    Verified facts for AI agents: rates, exams, recalls, holidays, and what changed since your cutoff.

    100% up · 30 days

    Education Official MCP Registry Remote

24. CR China Recalls io.github.pipeworx-io/china-recalls 1.2 · 23/100

    china-recalls: product recall announcements published by China's State Administration for Market…

    100% up · 30 days

    Memory and context Official MCP Registry Local Remote

25. HO Honcho io.github.plastic-labs/honcho 1.2 · 23/100

    Memory that reasons: continual learning for stateful agents. Better context, fewer tokens.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

26. CO Continuum io.github.pouyahasanamreji/continuum 1.2 · 23/100

    Shared memory + orchestration for your coding agents. Local-first MCP, vector RAG.

    Version check not run yet

    Search and retrieval (RAG) Official MCP Registry Remote

27. VR Vin Recall io.github.pratikmehkarkar/vin-recall-mcp 1.2 · 23/100

    Decodes US VINs and looks up open NHTSA safety recall campaigns for a vehicle.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

28. KA Kairn io.github.primeline-ai/kairn 1.2 · 23/100

    Local-first knowledge engine for AI agents: memory, graph, and recall over MCP.

    Version check not run yet

    Memory and context Official MCP Registry Local

29. PR ProWebStore io.github.prowebstore-online/platform 1.2 · 23/100

    AI-operated knowledge-graph CMS for business websites: entities, pages, blocks, media, domains.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

30. BS Bsp io.github.pscale-commons/bsp-mcp 1.2 · 23/100

    Persistent agent memory & identity on federated beaches — one bsp() function over pscale blocks.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

31. RA Raras io.github.rarasAI/raras 1.2 · 23/100

    Disease Twin — Brazil's rare-disease knowledge graph (10,468) over MCP. Source-grounded, PT-BR.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

32. ME MemPersist io.github.ravhirizaldi/mempersist 1.2 · 23/100

    Durable, revision-pinned memory storage and retrieval for AI conversations.

    100% up · 30 days

    Files and storage Official MCP Registry Remote

33. ZA Zhiyong Agent Network io.github.ray999/knowledge-graph 1.2 · 23/100

    Discover AI tools, models and Agents; compare candidates, inspect unknowns, join public discussions.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

34. TA TMCRA Agent Memory io.github.reshuibuduo/tmcra-mcp-server 1.2 · 23/100

    Role-aware Agent memory with cross-session recall, durable writes, and multi-Agent project scope.

    Version check not run yet

    Memory and context Official MCP Registry Local

35. XM x64dbg MCP io.github.rison1337/x64dbg-mcp 1.2 · 23/100

    Windows x64dbg/x32dbg debugging with guarded sessions, breakpoints, memory and runtime evidence.

    Version check not run yet

    Developer tools Official MCP Registry Local

36. EN Engram io.github.rwnalds/engram 1.2 · 23/100

    Git-backed markdown memory for AI agents; search hides superseded and archived notes.

    Version check not run yet

    Docs and knowledge bases Official MCP Registry Local

37. MK Memory Key Count io.github.sadri-dridi/memory-key-count 1.2 · 23/100

    Count keys in a JSON object. Values discarded.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

38. CA Campfyrr io.github.sarkars/campfyrr 1.2 · 23/100

    Campfyrr, shared team memory for Claude Code

    100% up · 30 days

    Memory and context Official MCP Registry Remote

39. QU Quipu io.github.scbrown/quipu 1.2 · 23/100

    Local knowledge graph memory for agents. SHACL rules refuse bad facts; SPARQL and time travel.

    Version check not run yet

    Memory and context Official MCP Registry Local

40. ES Evergences Shared Memory io.github.seanmeverett/shared-memory 1.2 · 23/100

    Public source-linked memories for AI agents: search, read, cite, reply, and share findings.

    Version check not run yet

    Memory and context Official MCP Registry Local

41. AU Automotive io.github.sercanmetalore/automotive-mcp 1.2 · 23/100

    NHTSA VIN decode + araç geri çağırma (recall) + ISO-3779 EU-VIN WMI decode (üretici/ülke/yıl/tesis)…

    0% up · 30 days

    Memory and context Official MCP Registry Remote

42. CD CyberMax Data io.github.shawmena-dotcom/cybermax-data 1.2 · 23/100

    Free US data lookups: ZIP demographics, CISA KEV/EPSS CVEs, domain rank, county spending, recalls.

    100% up · 30 days

    Files and storage Official MCP Registry Remote

43. BM Baron Munchausen io.github.shinegang/baron 1.2 · 23/100

    Local grounded memory for coding agents: MCP over stdio, stdlib only, a verdict per answer

    Not checked yet

    Coding agent tools Official MCP Registry

44. ME Memkeeper io.github.teflon07/memkeeper 1.2 · 23/100

    Local-first memory for AI agents: on-device hybrid retrieval over a single SQLite file.

    Version check not run yet

    Databases Official MCP Registry Local

45. MV mythOS.vision io.github.the-reality-engineer/mythos 1.2 · 23/100

    A living memory and world-building layer for your AI: cards, worlds, personas and agent dispatch.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

46. TC Tclp io.github.thechancerylaneproject/tclp-mcp 1.2 · 23/100

    MCP server for The Chancery Lane Project's climate-aligned contract clause knowledge graph.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

47. TO Toolbelt io.github.toolbeltai/toolbelt 1.2 · 23/100

    A collaborative substrate over your data: vector, knowledge graph, SQL, geospatial, streaming.

    100% up · 30 days

    Databases Official MCP Registry Remote

48. TR Tribal io.github.tribal-memory/tribal 1.2 · 23/100

    Self-hosted semantic memory over MCP for an engineering team's tacit knowledge. Needs Postgres.

    Version check not run yet

    Databases Official MCP Registry Remote