Memory and context MCP servers

4,053 servers

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

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1. KI Kika io.github.usekika/kika 1.2 · 23/100

   Shared memory for client engagements: decisions with reasons, blockers, promises, what was tried.

   100% up · 30 days

   Memory and context Official MCP Registry Remote

2. RA Rattlewatch io.github.veritylabsai/rattlewatch 1.2 · 23/100

   Cited US recall lookup for AI agents: CPSC and FDA data, nothing invented.

   100% up · 30 days

   Memory and context Official MCP Registry Remote

3. IN Inkwell io.github.veronchenko/inkwell-memory 1.2 · 23/100

   Persistent memory for AI agents: Markdown entries, hybrid search, typed graph links

   Version check not run yet

   Memory and context Official MCP Registry Local

4. KA Kaufliste io.github.voltronunited/kaufliste 1.2 · 23/100

   Persistent shopping memory for AI assistants. The AI reasons; Kaufliste stores and executes.

   100% up · 30 days

   Memory and context Official MCP Registry Remote

5. WX Webbersites X402 Data Api io.github.webberdesign/webbersites-x402-data-api 1.2 · 23/100

   45 pay-per-call AI agent tools: scraping, SEO, crypto data, lint, agent memory. x402 USDC on Base.

   100% up · 30 days

   Memory and context Official MCP Registry Remote

6. MA Marvnor io.github.wendelxia/marvnor 1.2 · 23/100

   Hosted agent memory with record-based verification, conflict detection, correction and deletion.

   100% up · 30 days

   Memory and context Official MCP Registry Remote

7. CO ContextLib io.github.willykeenan/agentbrain-contextlib 1.2 · 23/100

   A project's long-term memory as plain Markdown files, with an append-only, tamper-evident log.

   Version check not run yet

   Memory and context Official MCP Registry Local

8. WR Writespace io.github.write-space/writespace-mcp 1.2 · 23/100

   Persistent docs and memory for AI agents — read, write, organize & search a shared workspace.

   100% up · 30 days

   Docs and knowledge bases Official MCP Registry Remote

9. FR FDA Recall Checker (openFDA) io.github.wyeming95-rgb/openfda-recalls 1.2 · 23/100

   Check products against FDA food, drug and device recalls; drug labels, NDC, 510(k) via openFDA

   100% up · 30 days

   Science and research Official MCP Registry Remote

10. TE TeamShared io.github.xhad/teamshared 1.2 · 23/100

    Shared memory for coding agents. Stop re-explaining your codebase every session.

    100% up · 30 days

    Coding agent tools Official MCP Registry Remote

11. MB Memory Bridge (忆桥) io.github.yanglinfeng/mcp-memory-bridge 1.2 · 23/100

    Evidence-cited knowledge base for internal documents: audit trail, versioning, namespace isolation.

    Version check not run yet

    Memory and context Official MCP Registry Local

12. KF Knowledge Forest io.github.znecho9/knowledge-forest-mcp 1.2 · 23/100

    Local-first personal knowledge and learning memory for AI tutors with evidence-gated mastery.

    Version check not run yet

    Docs and knowledge bases Official MCP Registry Local

13. GJ gjalla io.gjalla/mcp 1.2 · 23/100

    Hosted self-curating shared memory that keeps your agents working like a high-performing team

    100% up · 30 days

    Memory and context Official MCP Registry Remote

14. KM Kortexio Memory io.kortexio/memory 1.2 · 23/100

    Hosted ambient memory for AI agents. Retrieve context and save notes via MCP tools with OAuth.

    Address set by you

    Memory and context Official MCP Registry Remote

15. LI Localize.io io.localize/localize-io 1.2 · 23/100

    AI localization for agents: translation, TMS sync, translation memories, glossaries, post-editing.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

16. ME Maindex Expert Memory Service io.maindex/expert 1.2 · 23/100

    Full-control memory API for AI agents — memories, collections, links, search, and bulk operations.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

17. MS Maindex Smart Memory Service io.maindex/smart 1.2 · 23/100

    Simple memory for AI: keep, recall, update, and forget information across sessions.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

18. NT Neonia: The Cloud Backend for AI Agents io.neonia/cloud-backend 1.2 · 23/100

    Multiple MCP tools, persistent graph memory, token-saving data pointers, and more.

    0% up · 30 days

    Memory and context Official MCP Registry Remote

19. PA Pathrule io.pathrule/pathrule-remote-mcp 1.2 · 23/100

    Path-scoped team memories, rules and skills for Claude Code, Cursor, Codex and other MCP clients.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

20. PU Purchaseiq io.purchaseiq/mcp 1.2 · 23/100

    Pre-purchase trust checks for AI agents: recalls, scam signals, proceed/caution/avoid verdict.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

21. SA Semurg agent memory io.semurg/agent-memory 1.2 · 23/100

    Self-hosted memory for AI agents over MCP: knowledge graph, vectors, graph RAG, cited answers.

    Version check not run yet

    Memory and context Official MCP Registry Local

22. SE sepiace io.sepiace/sepiace 1.2 · 23/100

    Long-term memory for AI agents. Pass one sentence, and it remembers, recalls, or forgets.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

23. SB Stable Baseline io.stablebaseline/sb 1.2 · 23/100

    End-to-end agent-managed company brain. Docs, diagrams, plans, databases, agents, Knowledge Graph.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

24. ME Memoryoracle io.tooloracle/memoryoracle 1.2 · 23/100

    MemoryOracle - 10 agent memory tools: vector store, recall, summarization, redaction.

    0% up · 30 days

    Memory and context Official MCP Registry Remote

25. VF VISEON for Web io.viseon/semantic-intelligence 1.2 · 23/100

    VISEON's Schema.org knowledge graph: products, services, people, FAQs and terms, from viseon.io

    100% up · 30 days

    Memory and context Official MCP Registry Remote

26. SP SOKI (想起) — Personal Memory jp.kitemir/soki 1.2 · 23/100

    Personal memory outside the AI. Due dates, loose ends and old notes come back on their own.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

27. IN innernet live.innernet/innernet 1.2 · 23/100

    One memory for every AI tool, kept current by netti: projects, personal memory and tasks over MCP.

    100% up · 30 days

    Project management Official MCP Registry Remote

28. PU Pulsar live.pulsarsignal/pulsar 1.2 · 23/100

    A public stage for AI agents to express a personality, play, meet and remember shared moments.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

29. ME Memory me.ai-know/memory 1.2 · 23/100

    Chinese-first brain-inspired memory MCP — hybrid recall, 7-layer user profile, workspace assembly.

    0% up · 30 days

    Memory and context Official MCP Registry Remote

30. PT Phorme Training me.phor/phorme-training 1.2 · 23/100

    Coach-built training: coaching brains, programs, race plans, gyms, clinics, demos and your log.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

31. RE Reef me.reefwith/reef 1.2 · 23/100

    Shared, living memory for you and your people — coves your AI assistant can read and write.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

32. RM Remember Me – Bible Memory me.remem/bible-memory 1.2 · 23/100

    Memorize Bible verses with spaced repetition: add verses, get quizzed, follow a daily reading plan.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

33. RM Remember Me – Bible Verse Collections me.remem/collections 1.2 · 23/100

    Browse Bible verse collections to memorize, in 48 languages. Public and read-only, no sign-in.

    0% up · 30 days

    Religion and spirituality Official MCP Registry Remote

34. AC AI Context Flow network.plurality/ai-context-flow 1.2 · 23/100

    Universal memory for AI agents and tools. Save, organize and search context anywhere.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

35. PR projectstate online.projectstate/projectstate 1.2 · 23/100

    Per-project memory for AI agents: decisions, attempts, tasks, ranked recall. Paid per call via x402.

    57.06% up · 30 days

    Memory and context Official MCP Registry Remote

36. BR Brainkb org.brainkb/brainkb 1.2 · 23/100

    MCP server for querying BrainKB, a knowledge base for neuroscience knowledge graphs.

    0% up · 30 days

    Docs and knowledge bases Official MCP Registry Remote

37. PA Pantheon run.pantheon/mcp 1.2 · 23/100

    Search your Pantheon contacts, read cross-channel message timelines, and query the AI brain.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

38. SP Space sh.getspace/space 1.2 · 23/100

    One shared memory for all your AI agents: documents, tasks, databases and memories in one workspace

    100% up · 30 days

    Memory and context Official MCP Registry Remote

39. PO Poppy ai.trags/poppy 1.2 · 23/100

    Developer memory CLI and MCP server. Remember decisions, preferences, and lessons locally.

    Version check not run yet

    Memory and context Official MCP Registry Local

40. KN Knot com.connectknot/knot 1.2 · 23/100

    Shared brain, one current version of memory for any MCP client: ChatGPT, Claude, Gemini, Cursor

    100% up · 30 days

    Memory and context Official MCP Registry Remote

41. EM Echo Memory com.echo-mem/echo-mem 1.2 · 23/100

    Shared memory for AI agents, as a graph in your own Postgres. Writes never call an LLM.

    100% up · 30 days

    Memory and context Official MCP Registry Local Remote

42. ON Onadit com.onadit/onadit 1.2 · 23/100

    Memory for your agents, kept on your Mac. Needs Onadit for Mac, from onadit.com/download.

    Version check not run yet

    Memory and context Official MCP Registry Local

43. ME MemoryPilot com.soflution/memorypilot 1.2 · 23/100

    Long-term memory for AI agents: fast recall, project brains and skills, local, in one binary.

    Version check not run yet

    Memory and context Official MCP Registry Local

44. MF Memory.fit fit.memory/memory-fit 1.2 · 23/100

    Your training, sleep, recovery and fuel for the AI you use: it reads your week and plans the next.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

45. SC Stay Cost Brain com.staycostbrain/stay-cost-brain 1.2 · 23/100

    Tourist and hotel taxes from official sources, worked out night by night for your dates and guests.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

46. WI Willder ai.willder/willder 1.2 · 23/100

    One memory for your AI agents: scoped, expiring, revocable per-agent tokens and an audit log.

    100% up · 30 days

    Security Official MCP Registry Remote

47. NM Nourva Mind ai.nourva/mind 1.2 · 23/100

    Your private memory across AI apps: recall your context and continue saved work, only when you ask.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

48. LM Little Mapper com.littlemapper/little-mapper 1.2 · 23/100

    Shared memory for company work across the AI assistants people already use. Free to use.

    100% up · 30 days

    Memory and context Official MCP Registry Remote