Memory and context MCP servers

4,058 servers

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

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Start from the first servers

1. UN UNBLOCK io.github.Kaeva-labs/unblock 0.7 · 14/100

   UNBLOCK org-brain — shared memory and comms for human + agent teams. By Kaeva Labs.

   0% up · 30 days

   Memory and context Official MCP Registry Remote

2. OR OrcaVault io.github.Keiko-Dev-LCAI/orcavault-mcp 0.7 · 14/100

   Permanent on-chain memory for AI agents on Lightchain via a one-time unlock.

   100% up · 30 days

   Memory and context Official MCP Registry Remote

3. GM Genesis Memory io.github.MagneticSnake/genesis-memory 0.7 · 14/100

   Provenance-carrying memory for AI agents: corrections supersede, never overwrite. Free, API + MCP.

   100% up · 30 days

   Memory and context Official MCP Registry Remote

4. CH ChangePacket io.github.MisfitMEdiAhouse/changepacket 0.7 · 14/100

   Web and MCP change memory with native diff UI; later calls return only what changed.

   100% up · 30 days

   Memory and context Official MCP Registry Remote

5. HI Historis io.github.SvenLC/historis 0.7 · 14/100

   The memory of your business: an event-based CRM your assistant reads and writes, dated and signed.

   100% up · 30 days

   Calendar and scheduling Official MCP Registry Remote

6. CP Consumer Product Recall Evidence io.github.ThryveBaseline/agent-services-008 0.7 · 14/100

   Match consumer products to official CPSC recalls and purchase source-linked evidence.

   100% up · 30 days

   Memory and context Official MCP Registry Remote

7. QR Quiver Risk Brain io.github.Tristan-tech-ai/quiver-risk-brain 0.7 · 14/100

   Verifiable, deterministic risk math for autonomous agents; re-runnable proof on every answer.

   0% up · 30 days

   Memory and context Official MCP Registry Remote

8. FD French Due Diligence io.github.Zansuken/french-due-diligence 0.7 · 14/100

   Keyless French company checks (Sirene, BODACC, VIES, sanctions), DPE compliance, product recalls

   100% up · 30 days

   Security Official MCP Registry Remote

9. AF Alias Forum io.github.aliasist/alias-forum 0.7 · 14/100

   Knowledge exchange on the future of AI for agents: sign up in one call, join sourced rounds.

   100% up · 30 days

   Memory and context Official MCP Registry Remote

10. CC ContextDB Customer Memory io.github.atomsai/contextdb-memory 0.7 · 14/100

    Customer memory with recall, confirmation, forgetting, and pre-action evidence checks.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

11. RE Recalld io.github.bit-robotics/recalld 0.7 · 14/100

    Managed long-term memory for AI agents, with evolving facts and relevant retrieval through MCP.

    Address set by you

    Memory and context Official MCP Registry Remote

12. PA Parrely io.github.bliongosari1/parrely 0.7 · 14/100

    Multiplayer for AI agents: shared memory, live work status, agent profiles and messages.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

13. BR Brains io.github.brainsforai/brains-mcp-connector 0.7 · 14/100

    Personal wiki and memory layer for AI assistants. Persistent, structured memory across sessions.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

14. CM Configure Memory io.github.configure-dev/configure-memory 0.7 · 14/100

    Bring your saved preferences, project decisions, and useful context into your next AI conversation.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

15. AT API Tool Calls io.github.cowerxdev/apitoolcalls 0.7 · 14/100

    94 tools, one small door: home costs, fitness, QR, barcodes, Markdown, SEO, recalls.

    100% up · 30 days

    Office documents and spreadsheets Official MCP Registry Remote

16. DP Delx Protocol — Agent Recovery & Continuity io.github.davidmosiah/delx-protocol 0.7 · 14/100

    Free agent recovery and continuity. Public triage; register for a token to access private memory.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

17. NE Nexsus io.github.dbnexsus/nexsus 0.7 · 14/100

    Private persistent memory for Claude, ChatGPT & Gemini via MCP - semantic search, zero-code setup.

    0% up · 30 days

    Memory and context Official MCP Registry Remote

18. ML MemVault - Local-First Agent Memory io.github.dreamor/memvault 0.7 · 14/100

    Local-first memory for AI agents: save, recall, dedupe, and share across MCP clients.

    Version check not run yet

    Memory and context Official MCP Registry Local

19. UI Us Import Duty Facts io.github.f-tiger/us-import-duty-facts 0.7 · 14/100

    Dated US import facts: CBP rulings, Section 301 ladder, landed cost, rule changes, recalls.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

20. CP China Product Recall & Safety Search io.github.huangjunsong404-crypto/china-product-recall-safety 0.7 · 14/100

    Search recall records by company name or product keywords.

    0% up · 30 days

    Memory and context Official MCP Registry Remote

21. GL Glasp io.github.kazuki-sf/glasp 0.7 · 14/100

    Search your Glasp web and Kindle highlights, notes, and AI memories from any MCP client. Read-only.

    100% up · 30 days

    Docs and knowledge bases Official MCP Registry Remote

22. BS Brain Scanner io.github.kevin-lozada-santos/brain-scanner 0.7 · 14/100

    Recover project context, review recorded decisions, and steer queued work across AI coding agents.

    100% up · 30 days

    Coding agent tools Official MCP Registry Remote

23. KD Korea Drug & Medical Device Recalls (MFDS 회수·판매중지) io.github.kr-data-api/korea-health-recalls 0.7 · 14/100

    Recent drug and medical device recalls in South Korea (MFDS): product, company, reason, date

    100% up · 30 days

    Science and research Official MCP Registry Remote

24. MI Mirror io.github.mctx-ai/mirror 0.7 · 14/100

    Give Claude an honest self-model — behavioral tendencies built from evidence, not session memory. Mi

    0% up · 30 days

    Memory and context Official MCP Registry Remote

25. ME Mem0 io.github.mem0ai/mem0 0.7 · 14/100

    Persistent memory for AI agents: add, search, update, and delete long-term memories.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

26. DH datamcp — Hosted Model Context Protocol for Databases, APIs, and Agent Memory io.github.mironovisa/datamcp 0.7 · 14/100

    PostgreSQL, MySQL, OpenAPI/Swagger, and shared Agent Memory with scoped access.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

27. TC The Continental io.github.oagotus-droid/the-continental-api 0.7 · 14/100

    Portable client-sealed memory and private rooms for agents from any lab; a free door; a ledger

    100% up · 30 days

    Memory and context Official MCP Registry Remote

28. RE Remnalis io.github.prestymdq/remnalis 0.7 · 14/100

    Shared persistent memory for AI agents to read, verify, continue, and connect knowledge.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

29. AI aicoolies io.github.rasitakyol/aicoolies 0.7 · 14/100

    Search and read the aicoolies catalog of AI and developer tools via a remote MCP knowledge graph.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

30. EM Evergences — Memos, Content and Shared Memory io.github.seanmeverett/evergences 0.7 · 14/100

    Read full memos, search site content and API guides, and discover live public agent memories.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

31. DI DiskDrive io.github.shplep/diskdrive 0.7 · 14/100

    User-owned files and explicit AI Memories for authorized assistants with scoped access.

    100% up · 30 days

    Files and storage Official MCP Registry Remote

32. TC The Cloud io.github.tekalabs/the-cloud 0.7 · 14/100

    Governed memory and workspace for any AI: tasks, calendar, mail and pages, with per-action consent.

    100% up · 30 days

    Project management Official MCP Registry Remote

33. ZP Zovo Product Recall Check io.github.theluckystrike/product-recalls 0.7 · 14/100

    Inventory recall screening

    100% up · 30 days

    Memory and context Official MCP Registry Remote

34. ZV Zovo VIN Recall Check io.github.theluckystrike/vehicle-recalls 0.7 · 14/100

    Check recalls by VIN with live public vehicle records and downloadable XLSX and CSV reports.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

35. AH Agent Harbor pay-per-call tools io.github.yandyman/agent-harbor-x402 0.7 · 14/100

    Pay-per-call company, SEC, recall, package and domain lookups, PDF to markdown, site audits (x402)

    100% up · 30 days

    Office documents and spreadsheets Official MCP Registry Remote

36. RE RecallScout io.github.yc-droid/recallscout 0.7 · 14/100

    US vehicle, car-seat, product and food recalls, VIN decoding and crash ratings (NHTSA, CPSC, FDA).

    100% up · 30 days

    Smart home and hardware Official MCP Registry Remote

37. LI Liminary io.liminary.api/mcp 0.7 · 14/100

    Your AI's memory for what you actually know: recall across your documents, notes, and meetings

    100% up · 30 days

    Docs and knowledge bases Official MCP Registry Remote

38. ME MemorySync io.memorysync/memory 0.7 · 14/100

    Persistent memory for AI agents. Search and store durable facts, preferences and decisions.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

39. SM simulis — marketing brain io.simulis/brain 0.7 · 14/100

    A business's marketing memory: campaigns, results, decisions, brand and audience knowledge.

    100% up · 30 days

    Marketing and SEO Official MCP Registry Remote

40. SM StudioMeyer Memory io.studiomeyer/memory 0.7 · 14/100

    Bi-temporal AI memory. 56 tools, knowledge graph, semantic search. EU-hosted, free tier.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

41. SU Supersimple io.supersimple/supersimple 0.7 · 14/100

    Answer questions using your semantic layer and company knowledge graph.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

42. TE TeamShift io.teamshift/teamshift 0.7 · 14/100

    Read your TeamShift team, tasks and memory via OAuth, or use workspace tools with an API key.

    Address unreachable

    Project management Official MCP Registry Remote

43. WH WhyVault io.whyvault/vault 0.7 · 14/100

    Shared Markdown memory that every AI assistant can read and write. Hosted in the EU.

    100% up · 30 days

    Office documents and spreadsheets Official MCP Registry Remote

44. M( Muninn (munn.is) is.munn/muninn 0.7 · 14/100

    The memory that doesn't belong to the model. Encrypted, cross-vendor memory for AI agents.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

45. ME MenuFresh jp.menufresh/menufresh 0.7 · 14/100

    The brain for restaurant costs, pricing, and true profit (read/edit menu, recipes, costs).

    100% up · 30 days

    Food and drink Official MCP Registry Remote

46. MP Memoire partagee live.alpic.memoire-partagee-ffe6c8c2/Memoire-partagee 0.7 · 14/100

    Shared memory MCP server for product classification in wealth management.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

47. DS DIS — Singular Intelligence Domain live.sidai/dis 0.7 · 14/100

    Compile full-stack apps from one architecture spec, with a shared Memory Fabric.

    89.29% up · 30 days

    Memory and context Official MCP Registry Remote

48. AM Awareness — Memory, Knowledge & Agent Markets market.awareness/awareness 0.7 · 14/100

    Memory + public knowledge graph for AI agents: 1,000+ sourced papers, deal board, agent market.

    100% up · 30 days

    Memory and context Official MCP Registry Remote