Memory and context MCP servers

4,055 servers

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

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Start from the first servers

1. @A @dcassociatesgroup/agent-state com.npmjs.dcassociatesgroup/agent-state 0.9 · 19/100

   MCP server for cross-session, cross-agent state coordination — checkpoint, restore, and hand off live agent working state. Coordination, not memory.

   Version check not run yet

   Memory and context npm Local 4 a week APACHE-2.0

2. @O @mandays/obsidian-memory-mcp com.npmjs.mandays/obsidian-memory-mcp 0.9 · 19/100

   MCP server for Obsidian v3 Atomic Markdown Memory vaults

   Version check not run yet

   Docs and knowledge bases npm Local 4 a week MIT

3. @L @rootroo/laylaty-mcp com.npmjs.rootroo/laylaty-mcp 0.9 · 19/100

   Connect Claude Code, Codex, Antigravity (agy) and other local AI assistants to your Laylaty events: guests, invitations, RSVPs, event pages, planning, run sheets, seating, budgets, memories and wishes

   Version check not run yet

   Calendar and scheduling npm Local 4 a week APACHE-2.0

4. @C @synqed/cli com.npmjs.synqed/cli 0.9 · 19/100

   Synqed CLI — connect your coding agents to the team brain (MCP server + OpenClaw plugin)

   Version check not run yet

   Coding agent tools npm Local 4 a week MIT

5. CB cookbook-brain com.npmjs/cookbook-brain 0.9 · 19/100

   Agent memory as plain markdown files in a git-friendly directory: typed, attributed, never-overwritten notes with wikilinks, served to any agent over MCP.

   Version check not run yet

   Memory and context npm Local 4 a week MIT

6. EA engram-ai-mcp com.npmjs/engram-ai-mcp 0.9 · 19/100

   🧠 The AI's memory trace. Persistent context, checkpoints & skills for every AI tool — zero dependencies.

   Version check not run yet

   Developer tools npm Local 4 a week MIT

7. FM fail-memory-mcp com.npmjs/fail-memory-mcp 0.9 · 19/100

   MCP server for FailMemory — pre-flight failure cache for AI agents

   Version check not run yet

   Memory and context npm Local 4 a week MIT

8. FI figmagraph com.npmjs/figmagraph 0.9 · 19/100

   Local Figma knowledge graph MCP for Cursor, Claude, Codex, and more — Rust core, Layout IR

   Version check not run yet

   Design and media npm Local 4 a week MIT

9. FU flutter-ui-safety-gate com.npmjs/flutter-ui-safety-gate 0.9 · 19/100

   Flutter UI Safety Gate — AI-native code quality enforcer for Flutter projects. Plug into Claude, Cursor or any MCP-compatible tool to catch layout bugs, memory leaks and null safety violations before

   Version check not run yet

   Developer tools npm Local 4 a week ISC

10. GC gotcos-connector com.npmjs/gotcos-connector 0.9 · 19/100

    gotcos connector — query your knowledge graph from any MCP client, and sync your AI coding sessions to the gotcos web app.

    Version check not run yet

    Memory and context npm Local 4 a week MIT

11. HM himem-mcp com.npmjs/himem-mcp 0.9 · 19/100

    Persistent memory for any AI — Claude, GPT, Gemini, Cursor. Never forget a codebase, decision, or conversation.

    Version check not run yet

    Memory and context npm Local 4 a week MIT

12. KA klyrune-agent com.npmjs/klyrune-agent 0.9 · 19/100

    Klyrune — agentic terminal assistant with multi-provider and MCP support, tools, sessions, memory, todos and plan/build modes.

    Version check not run yet

    Project management npm Local 4 a week MIT

13. NG nyxa-governed-memory-mcp com.npmjs/nyxa-governed-memory-mcp 0.9 · 19/100

    Nyxa AI Governance Apprentice: an MCP-compatible governed memory layer for audit-ready classification, open-signal handling, risk documentation, and human-supervised AI workflows.

    Version check not run yet

    Memory and context npm Local 4 a week MIT

14. TM thunked-mcp com.npmjs/thunked-mcp 0.9 · 19/100

    Model Context Protocol server for Thunked — shared memory for AI tools

    Version check not run yet

    Memory and context npm Local 4 a week MIT

15. MM mem0-mcp-server com.npmjs/mem0-mcp-server 0.9 · 19/100

    MCP server for mem0 memory service

    Version check not run yet

    Memory and context npm Local 11 a week MIT

16. AG agentmem io.github.oxgeneral/agentmem 0.9 · 19/100

    Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLite file.

    Not checked yet

    Memory and context Official MCP Registry

17. @M @heyditto/mcp com.npmjs.heyditto/mcp 0.9 · 19/100

    Local stdio MCP bridge for Ditto Memory

    Version check not run yet

    Memory and context npm Local 5 a week MIT

18. ME Memento io.github.scrypster/memento 0.9 · 19/100

    Persistent memory for AI tools. Local-first knowledge graph with hybrid search.

    Version check not run yet

    Memory and context Official MCP Registry Local

19. EP Epitome io.github.gunning4it/epitome-mcp 0.9 · 19/100

    Personal AI memory — gives every AI agent shared, persistent memory of you

    0% up · 30 days

    Memory and context Official MCP Registry Remote

20. @M @iflow-mcp/pppp-kaqiu-opentask com.npmjs.iflow-mcp/pppp-kaqiu-opentask 0.9 · 19/100

    Lightweight Task Management & Memory Layer for AI Agents

    Version check not run yet

    Project management npm Local APACHE-2.0

21. @M @iflow-mcp/orneryd-mimir com.npmjs.iflow-mcp/orneryd-mimir 0.9 · 19/100

    MCP server combining TODO tracking with external memory (Graph-RAG) for AI agents. Track tasks hierarchically while storing rich context in associative memory networks.

    Version check not run yet

    Project management npm Local MIT

22. MS mcp-server-monitor com.npmjs/mcp-server-monitor 0.9 · 19/100

    MCP Server for real-time system monitoring — CPU, memory, disk, network, processes. Built for Claude Code ecosystem.

    Version check not run yet

    Monitoring and observability npm Local 11 a week MIT

23. PC ps-creative-engine com.npmjs/ps-creative-engine 0.9 · 19/100

    Award-level creative frontend AI brain — GSAP, Three.js, Lenis, Barba, Design Intelligence

    Version check not run yet

    Developer tools npm Local 7 a week MIT

24. AB Aiqbee Brain com.aiqbee/brain 0.9 · 18/100

    AI knowledge graph for architecture, portfolio, and digital strategy management.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

25. SA silo-agent com.npmjs/silo-agent 0.9 · 18/100

    Encrypted private memory + execution attestation for AI agents on 0G

    Version check not run yet

    Memory and context npm Local 18 a week MIT

26. @K @the-kitchen/brain-kit com.npmjs.the-kitchen/brain-kit 0.9 · 18/100

    Token-budget aware memory engine + MCP server for AI agents — GBrain alternative with RRF hybrid search

    Version check not run yet

    Memory and context npm Local 3 a week MIT

27. AS awx-sync-mcp com.npmjs/awx-sync-mcp 0.9 · 18/100

    MCP server for awx-sync — gives Claude Code persistent project memory across sessions

    Version check not run yet

    Memory and context npm Local 3 a week MIT

28. CC contextmesh-cli com.npmjs/contextmesh-cli 0.9 · 18/100

    ContextMesh CLI and MCP server for team memory

    Version check not run yet

    Memory and context npm Local 3 a week ISC

29. EL epost-local-memory-mcp com.npmjs/epost-local-memory-mcp 0.9 · 18/100

    Local file-based memory MCP (stdio; no cloud)

    Version check not run yet

    Memory and context npm Local 3 a week MIT

30. LM luminote-mcp-server com.npmjs/luminote-mcp-server 0.9 · 18/100

    MCP server for LumiNote — bridge AI agents to LumiNote Chrome extension memory library

    Version check not run yet

    Browser automation npm Local 3 a week MIT

31. MM mcp-memory-notes com.npmjs/mcp-memory-notes 0.9 · 18/100

    Persistent notes MCP server — give your LLM long-term memory across conversations

    Version check not run yet

    Docs and knowledge bases npm Local 3 a week MIT

32. ME memcoach com.npmjs/memcoach 0.9 · 18/100

    AI metacognition MCP server: persistent project memory, requirement intake questioning, pre-coding lesson activation, and bug retrospectives — turn every mistake into next time's immunity.

    Version check not run yet

    Memory and context npm Local 3 a week MIT

33. MM memorag-mcp com.npmjs/memorag-mcp 0.9 · 18/100

    Intelligent context management layer for LLMs — incremental memory, token-efficient retrieval, MCP server included

    Version check not run yet

    Memory and context npm Local 3 a week MIT

34. MS mind-silo-mcp com.npmjs/mind-silo-mcp 0.9 · 18/100

    Mind Silo MCP server — give Claude Desktop, Cursor, and Claude Code recall over your personal AI memory.

    Version check not run yet

    Memory and context npm Local 3 a week MIT

35. OM offline-mcp-server com.npmjs/offline-mcp-server 0.9 · 18/100

    MCP server with 40 filesystem, shell, git, search and memory tools — works offline with any MCP-compatible editor or AI client

    Version check not run yet

    Git and code hosting npm Local 3 a week MIT

36. OB oh-brain com.npmjs/oh-brain 0.9 · 18/100

    Oh — give your AI a past. The verbatim memory layer for AI coding: every Claude Code + Codex session becomes memory your agent can recall (yours to recall, your team's to ask, your week to see).

    Version check not run yet

    Memory and context npm Local 3 a week APACHE-2.0

37. SM saor-mcp com.npmjs/saor-mcp 0.9 · 18/100

    Your AI remembers now. MCP server for saor.io — persistent brain that compounds across every session.

    Version check not run yet

    Memory and context npm Local 3 a week MIT

38. @M @iflow-mcp/edwin-hao-ai-awareness-sdk com.npmjs.iflow-mcp/edwin-hao-ai-awareness-sdk 0.9 · 18/100

    Local-first AI agent memory system. No account needed.

    Version check not run yet

    Memory and context npm Local 5 a week APACHE-2.0

39. @M @iflow-mcp/samwang0723-mcp-memory com.npmjs.iflow-mcp/samwang0723-mcp-memory 0.9 · 18/100

    MCP server for long term memory graph

    Version check not run yet

    Memory and context npm Local ISC

40. LM llamas-mcp com.npmjs/llamas-mcp 0.9 · 18/100

    LLamas AI OS — MCP server for shared memory, skills, and orchestration across AI agents

    Version check not run yet

    Memory and context npm Local 4 a week MIT

41. SM Snail.MCP.Memory io.github.orldev/snail.mcp.memory 0.9 · 18/100

    MCP server that gives AI agents universal long-term local memory: semantically searchable records (facts, decisions, lessons, tasks) per project plus a typed knowledge graph of directed relations. SQL

    Version check not run yet

    Memory and context NuGet Local

42. CA Cairn io.github.jasondostal/cairn-mcp 0.9 · 18/100

    Persistent memory for AI agents and humans. Store, search, and discover patterns.

    Version check not run yet

    Memory and context Official MCP Registry Local

43. @J @krab-jw/cc-mem com.npmjs.krab-jw/cc-mem 0.9 · 18/100

    Cross-session memory MCP server for AI coding assistants

    Version check not run yet

    Coding agent tools npm Local 4 a week MIT

44. CM claude-mira3 com.npmjs/claude-mira3 0.9 · 18/100

    Persistent memory for Claude Code - semantic search, cross-machine sync, learned preferences, error tracking

    Not run: needs install scripts

    Memory and context npm Local 45 a week MIT

45. @C @prom.codes/memory-mcp com.npmjs.prom.codes/memory-mcp 0.9 · 18/100

    prom.codes Memory — persistent, local-first agent memory as an MCP server.

    Version check not run yet

    Memory and context npm Local 34 a week

46. KO Konstruct io.github.alright-alright/konstruct 0.9 · 18/100

    Knowledge graph for AI agents. Query concepts, walk edges, get advisories.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

47. PE Persis io.github.alright-alright/persis 0.9 · 18/100

    Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive behavior.

    0% up · 30 days

    Memory and context Official MCP Registry Remote

48. @M @iflow-mcp/msdanyg-smart-connections-mcp com.npmjs.iflow-mcp/msdanyg-smart-connections-mcp 0.9 · 18/100

    MCP server for Obsidian Smart Connections - enables semantic search and knowledge graph queries

    Version check not run yet

    Docs and knowledge bases npm Local MIT