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. FP FairMind Project Context ai.fairmind/project-context 1.2 · 23/100

   Project memory for coding agents: requirements, decisions, code graph and delivery telemetry.

   100% up · 30 days

   Coding agent tools Official MCP Registry Remote

2. FO Family Office Knowledge Graph ai.familyofficeknowledgegraph/fo-kg 1.2 · 23/100

   Family Office Knowledge Graph: read-only MCP door over the public record. Agentic KG Holdings.

   100% up · 30 days

   Office documents and spreadsheets Official MCP Registry Remote

3. IM InfoLang Memory ai.infolang/mcp 1.2 · 23/100

   InfoLang semantic memory MCP — investigate, memorize, and recall compressed agent context.

   0% up · 30 days

   Memory and context Official MCP Registry Remote

4. KM Korely Memory ai.korely/memory 1.2 · 23/100

   Memory for AI agents that knows what is still true. Typed bi-temporal facts, EU-hosted.

   100% up · 30 days

   Memory and context Official MCP Registry Remote

5. SM Synap Memory ai.maximem/synap 1.2 · 23/100

   Persistent memory for AI agents — log and recall conversation context over MCP.

   100% up · 30 days

   Memory and context Official MCP Registry Remote

6. ME Membase ai.membase/membase 1.2 · 23/100

   Long-term memory for you and your AIs: search memories, read the profile, add facts and documents.

   100% up · 30 days

   Memory and context Official MCP Registry Remote

7. ME Memocore ai.memocore/mcp 1.2 · 23/100

   Cloud memory for AI agents and teams — save, search, recall.

   100% up · 30 days

   Memory and context Official MCP Registry Remote

8. ME MeshMarket ai.meshtool/meshmarket 1.2 · 23/100

   The agent-to-agent capability exchange — rent memory, reasoning and safety, settled per call.

   100% up · 30 days

   Model and agent tools Official MCP Registry Remote

9. MI Mitosis ai.mitosislabs/mitosis 1.2 · 23/100

   Mitosis agent-memory platform: pricing, docs search, platform status, agent skills. No auth.

   100% up · 30 days

   Memory and context Official MCP Registry Remote

10. MT MemQ Team Sync ai.multinex/memq 1.2 · 23/100

    Shared project memory that keeps teammates and AI agents aligned across sessions.

    100% up · 30 days

    Memory and context Official MCP Registry Local Remote

11. CO Connect ai.odei/connect 1.2 · 23/100

    Governed personal world model and memory for your AI agent. Pair once, connect over MCP.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

12. RC ReasonGraph Cloud memory ai.primaxiom.memory/reasongraph 1.2 · 23/100

    Graph memory for AI agents: entities, cause-effect links, cross-session recall, time travel.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

13. RE Revelara ai.revelara/mcp 1.2 · 23/100

    Reliability intelligence: production incidents, risk register, controls catalog, knowledge graph.

    100% up · 30 days

    Monitoring and observability Official MCP Registry Remote

14. TL Team0 Living Understanding ai.team0/living-understanding 1.2 · 23/100

    The second brain your AI agents share. It builds itself from your work and keeps itself current.

    100% up · 30 days

    Docs and knowledge bases Official MCP Registry Remote

15. PR Promise ai.usepromise/promise 1.2 · 23/100

    Evidence-backed follow-through memory for what you owe, await, and need to remember.

    81.62% up · 30 days

    Memory and context Official MCP Registry Remote

16. MN Mnema ai.zimac/mnema 1.2 · 23/100

    Local-first, formally verified memory for AI agents: consult/learn/related/list over MCP.

    Version check not run yet

    Memory and context Official MCP Registry Local

17. LI Listspace app.listspace/listspace 1.2 · 23/100

    Project memory for AI agents: read and keep the user's Listspace boards up to date.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

18. M1 M1K3 app.m1k3/m1k3 1.2 · 23/100

    Private memory, documents, voice and a local LLM for your agents, served by a Mac app on-device.

    Not checked yet

    Office documents and spreadsheets Official MCP Registry

19. RC Recall Check app.openkrill/recalls 1.2 · 23/100

    Check US recalls for a car, a baby product, a food or a medicine in the official recall databases.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

20. OW OwnMemory app.ownmemory/ownmemory 1.2 · 23/100

    Encrypted memory for Claude, on a server you deploy to your own Cloudflare account.

    Address set by you

    Cloud platforms Official MCP Registry Remote

21. TW Twiceshy app.twiceshy/twiceshy 1.2 · 23/100

    Experience memory for coding agents: validated traps, fixes and dead-ends at decision time.

    0% up · 30 days

    Coding agent tools Official MCP Registry Remote

22. AI 记忆梦境引擎 · AI 的睡眠系统 cn.savantcat/memory-dream-engine 1.2 · 23/100

    零 LLM 事实提取 + 三维信号评分 + 艾宾浩斯衰减 + 五阶段梦境流水线与内容发芽检测，纯计算零依赖

    Not checked yet

    Memory and context Official MCP Registry

23. KC Kevin's Coaching Brain com.360tft/coaching-brain 1.2 · 23/100

    Coaching answers from Kevin Middleton's own writing, with the source link for each answer.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

24. 6M 6DuckLearn MCP com.6ducklearn/mcp 1.2 · 23/100

    Connect agents to 6DuckLearn memory, approvals, and runtime control.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

25. FR FDA Recall Alerts — Food & Product Safety (fdarecall) com.a2awire/data-fda-recall-alert-food-product-safety 1.2 · 23/100

    FDA recalls: food, drugs, devices; safety alerts. Register in-session — free testnet funds.

    100% up · 30 days

    Monitoring and observability Official MCP Registry Remote

26. AM AiAkiv Memory com.aiakiv/memory 1.2 · 23/100

    Shared long-term memory for AI agents: save and recall context as a searchable knowledge graph.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

27. NM Netcafe Memory com.ainetcafe/netcafe-memory 1.2 · 23/100

    Cross-session, cross-device memory for your agent: remember and recall notes. No key to start.

    99.89% up · 30 days

    Memory and context Official MCP Registry Remote

28. AM Amber com.ambermem/amber 1.2 · 23/100

    Long-term memory for AI assistants: permanent, portable across clients, searchable and exportable.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

29. AM ASR Memory (에사 AI) — Shared memory for AI tools com.asrmemory/asr 1.2 · 23/100

    Shared memory for AI tools: save once, recall word for word from Claude, ChatGPT, Codex or Gemini.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

30. RV RecallChecker — Vehicle Safety Recalls com.checkrecall/vehicle-recalls 1.2 · 23/100

    Check U.S. NHTSA vehicle safety recall campaigns by make, model, and year. Live official data.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

31. MW Mochii work graph com.chibitek/mochii 1.2 · 23/100

    Mochii work graph: projects, tasks, meetings. Stiki OAuth. Not Nexus memory.

    100% up · 30 days

    Project management Official MCP Registry Remote

32. NM Nexus Memory com.chibitek/nexus 1.2 · 23/100

    Owner-scoped Nexus memory: search, facts, captures, KYC. Not Mochii's work graph.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

33. AG Agentmemorymcp com.clauxel.agentmemorymcp/agentmemorymcp-mcp 1.2 · 23/100

    A paid remote MCP for agent memory MCP, built to return verdicts, receipts, usage logs, and audit-re

    0% up · 30 days

    Memory and context Official MCP Registry Remote

34. BY Byterovermemory com.clauxel.byterovermemory/byterovermemory-mcp 1.2 · 23/100

    A paid remote MCP for OpenAI Codex memory MCP, built to return verdicts, receipts, usage logs, and a

    0% up · 30 days

    Monitoring and observability Official MCP Registry Remote

35. ON Oneda com.freeelatech/oneda 1.2 · 23/100

    Persistent, governed institutional memory for Claude Code — specs, decisions, learnings.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

36. FV Funes Vault com.funesvault/funes 1.2 · 23/100

    Personal memory for AI agents from a vault on your Mac, with per-agent scopes and approvals

    Not checked yet

    Memory and context Official MCP Registry

37. SS SPM - Structured Project Memory com.getspm/spm 1.2 · 23/100

    Durable, shareable and governed project memory with smart triage and explicit project composition.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

38. GM Gnosis Memory com.gnosismemory/memory 1.2 · 23/100

    Persistent memory and vector search for AI agents. Hosted, OAuth-protected via Google sign-in.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

39. GM GoAI Moat Brand Intel Memory com.goaimoat/brand-intel-memory 1.2 · 23/100

    Persistent business-intelligence memory for AI agents.

    0% up · 30 days

    Memory and context Official MCP Registry Remote

40. GO GoMind com.gominddb/gomind 1.2 · 23/100

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

    100% up · 30 days

    Memory and context Official MCP Registry Remote

41. TI Tincan com.gotincan/tincan 1.2 · 23/100

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

    100% up · 30 days

    Files and storage Official MCP Registry Remote

42. SR Stash: Remember Everything com.graftedsoftware/stash 1.2 · 23/100

    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

43. GU Gurusup com.gurusup/gurusup 1.2 · 23/100

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

    100% up · 30 days

    Memory and context Official MCP Registry Remote

44. ME Memory com.humaux/memory 1.2 · 23/100

    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

45. KY Kythene com.kythene/kythene 1.2 · 23/100

    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

46. LB Levirge Brain com.levirge/brain 1.2 · 23/100

    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

47. LY Lycatra com.lycatra/lycatra 1.2 · 23/100

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

    100% up · 30 days

    Communication and chat Official MCP Registry Remote

48. ME Memfleet com.memfleet/memfleet 1.2 · 23/100

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

    100% up · 30 days

    Memory and context Official MCP Registry Remote