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. @M @iflow-mcp/ib-mcp-cache-server com.npmjs.iflow-mcp/ib-mcp-cache-server 0.6 · 12/100

   MCP server for memory caching and optimization

   Version check not run yet

   Memory and context npm Local 1 a week ISC

2. @M @stackmemoryai/mcp-server com.npmjs.stackmemoryai/mcp-server 0.6 · 12/100

   MCP server for semantic stack-based LLM context management

   Version check not run yet

   Memory and context npm Local

3. CA cafe24-admin-mcp com.npmjs/cafe24-admin-mcp 0.6 · 12/100

   Cafe24 Admin API MCP Server with Memory Optimization

   Version check not run yet

   Memory and context npm Local 3 a week MIT

4. MB mcp-buddy com.npmjs/mcp-buddy 0.6 · 12/100

   MCP server enabling persistent memory for AI models through a local knowledge graph

   Version check not run yet

   Memory and context npm Local 3 a week MIT

5. YM yokigo-mcp-server com.npmjs/yokigo-mcp-server 0.6 · 12/100

   MCP server for [Yokigo](https://yokigo.com) — AI workspace intelligence. Gives Claude Code, Codex, and other MCP clients access to 36 tools for calls, tasks, chats, documents, people, and knowledge gr

   Version check not run yet

   Project management npm Local 1 a week

6. @M @iflow-mcp/sequential-thinking-recall com.npmjs.iflow-mcp/sequential-thinking-recall 0.6 · 12/100

   An MCP server that enables dynamic, reflective problem-solving by structuring thought processes and automatically logging each session to Recall.

   Version check not run yet

   Memory and context npm Local

7. IM iflow-mcp-homenshum-core-agent-server com.npmjs/iflow-mcp-homenshum-core-agent-server 0.6 · 12/100

   Planning and memory tools for NodeBench AI Deep Agents

   Version check not run yet

   Memory and context npm Local 1 a week

8. VM vybe-mcp com.npmjs/vybe-mcp 0.6 · 12/100

   MCP server built with TypeScript and Bun - Second Memory System with Discord integration

   Version check not run yet

   Communication and chat npm Local 4 a week

9. AN Anamnese app.anamneseai/anamnese 0.6 · 12/100

   A self-improving memory layer. Your memory, notes, tasks and goals, remembered everywhere.

   0% up · 30 days

   Docs and knowledge bases Official MCP Registry Remote

10. @M @aeriondyseti/md-memory-mcp com.npmjs.aeriondyseti/md-memory-mcp 0.6 · 12/100

    An MCP server for semantic search over local markdown files

    Version check not run yet

    Memory and context npm Local

11. PS project-shared-memory-mcp com.npmjs/project-shared-memory-mcp 0.6 · 12/100

    MCP server for project-scoped memory stored in .github/memories

    Version check not run yet

    Memory and context npm Local

12. @M @iflow-mcp/memory-box-mcp com.npmjs.iflow-mcp/memory-box-mcp 0.6 · 12/100

    A Model Context Protocol Server for Memory Box - semantic memory storage and retrieval

    Version check not run yet

    Memory and context npm Local

13. @M @iflow-mcp/mcp-memory com.npmjs.iflow-mcp/mcp-memory 0.6 · 11/100

    MCP server with mem0 integration for long-term memory using PostgreSQL and pgvector

    Version check not run yet

    Memory and context npm Local

14. @M @iflow-mcp/mcp-server-memory com.npmjs.iflow-mcp/mcp-server-memory 0.6 · 11/100

    An MCP server for managing memories in a text file

    Version check not run yet

    Memory and context npm Local

15. MS mcp-social-work-graph com.npmjs/mcp-social-work-graph 0.6 · 11/100

    MCP server for knowledge graph operations with Neo4j

    Version check not run yet

    Databases npm Local MIT

16. EM Echo-Memory Action World Model co.huggingface.hugging-apps/echo-memory 0.6 · 11/100

    Action-conditioned video world model demo

    99.63% up · 30 days

    Memory and context Hugging Face Spaces Remote 1 tool

17. CE Cogito Estella — Latent Graph Engine co.huggingface.hugging-apps/cogito-estella-graph-demo 0.6 · 11/100

    Text to knowledge graph in one non-autoregressive pass

    99.72% up · 30 days

    Memory and context Hugging Face Spaces Remote 1 tool

18. MS MaLoW Streaming Video Memory co.huggingface.hugging-apps/malow-streaming-video-memory 0.6 · 11/100

    Consolidate a whole video into LoRA memory weights, then ask

    99.45% up · 30 days

    Memory and context Hugging Face Spaces Remote 1 tool

19. AB ACE-Brain-0.6-9B Spatial Grounding co.huggingface.hugging-apps/ace-brain-0-6-grounding 0.6 · 11/100

    Visual grounding with ACE-Brain-0.6-9B

    100% up · 30 days

    Memory and context Hugging Face Spaces Remote 1 tool

20. @S @stashmcp/server com.npmjs.stashmcp/server 0.6 · 11/100

    MCP server for context management across AI tools

    Version check not run yet

    Memory and context npm Local 9 a week

21. @M @metorial/mcp-transport-memory com.npmjs.metorial/mcp-transport-memory 0.6 · 11/100

    Version check not run yet

    Memory and context npm Local APACHE-2.0

22. RM reflect-memory-mcp com.npmjs/reflect-memory-mcp 0.6 · 11/100

    MCP server for Reflect Memory — read, write, browse, and search your cross-agent memory from Cursor

    Version check not run yet

    Memory and context npm Local 1 a week

23. MR mcp-rdf com.npmjs/mcp-rdf 0.6 · 11/100

    MCP Server for RDF Knowledge Graph

    Version check not run yet

    Memory and context npm Local 2 a week ISC

24. @M @iflow-mcp/memory-bank-mcp com.npmjs.iflow-mcp/memory-bank-mcp 0.6 · 11/100

    MCP tabanlı Memory Bank: metin tabanlı bilgileri depolama ve erişim aracı

    Version check not run yet

    Memory and context npm Local MIT

25. TY Tycana io.github.tycana/tycana 0.6 · 11/100

    Gives your AI assistant persistent memory and intelligence about your work patterns.

    0% up · 30 days

    Memory and context Official MCP Registry Remote

26. @M @codai/memorai-server com.npmjs.codai/memorai-server 0.5 · 11/100

    Enterprise MCP server for agent-native memory management

    Version check not run yet

    Memory and context npm Local 1 a week MIT

27. @S @memorygraph/server com.npmjs.memorygraph/server 0.5 · 11/100

    Entity-anchored graph memory with vector search and community detection for Claude Code

    Version check not run yet

    Memory and context npm Local

28. @M @leeroy/mcp-superassistant-proxy com.npmjs.leeroy/mcp-superassistant-proxy 0.5 · 11/100

    A bulletproof proxy server for MCP (Model Context Protocol) that aggregates multiple MCP servers with comprehensive memory leak prevention and reliable HTTP/SSE transport

    Version check not run yet

    Memory and context npm Local 21 a week

29. @M @threedn/mcp-memory-mongo com.npmjs.threedn/mcp-memory-mongo 0.5 · 11/100

    MCP server for project memory management with MongoDB

    Version check not run yet

    Databases npm Local 2 a week MIT

30. MC muninn-core com.npmjs/muninn-core 0.5 · 11/100

    Muninn - Per-Project Memory Layer for AI Agents by BlackKnight

    Version check not run yet

    Memory and context npm Local 1 a week

31. @M @iflow-mcp/mem0-mcp com.npmjs.iflow-mcp/mem0-mcp 0.5 · 11/100

    A Model Context Protocol server that can store and retrieve memories for LLM context control

    Version check not run yet

    Memory and context npm Local

32. MM Mnemolog MCP dev.pages.mnemolog/mnemolog 0.5 · 11/100

    Hosted MCP memory and agent control plane for durable conversations, jobs, and operations.

    100% up · 30 days

    Project management Official MCP Registry Remote

33. @M @aeriondyseti/mcp-memory-server com.npmjs.aeriondyseti/mcp-memory-server 0.5 · 10/100

    Version check not run yet

    Memory and context npm Local ISC

34. @C @mseep/charly-memory-cache-server com.npmjs.mseep/charly-memory-cache-server 0.5 · 9/100

    MCP server for memory caching and optimization

    Version check not run yet

    Memory and context npm Local ISC

35. AM agentbrain-mcp org.pypi/agentbrain-mcp 0.5 · 9/100

    Agent Brain MCP Server — stdio + Streamable-HTTP transport surfaces

    Version check not run yet

    Memory and context PyPI Local

36. AR agents-remember-mcp org.pypi/agents-remember-mcp 0.5 · 9/100

    Model Context Protocol server for Agents Remember.

    Version check not run yet

    Memory and context PyPI Local

37. AR anima-recall-mcp org.pypi/anima-recall-mcp 0.5 · 9/100

    Local-first decision memory and consistency review MCP server.

    Version check not run yet

    Memory and context PyPI Local

38. CM carton-mcp org.pypi/carton-mcp 0.5 · 9/100

    CartOn - Cartographic knowledge graph mapping for concept networks

    Version check not run yet

    Memory and context PyPI Local

39. CM cognee-mcp org.pypi/cognee-mcp 0.5 · 9/100

    Cognee MCP server

    Version check not run yet

    Memory and context PyPI Local

40. CM cursor-memory-mcp org.pypi/cursor-memory-mcp 0.5 · 9/100

    Cursor项目记忆文件创建器 - MCP服务，用于在当前项目的.cursor/目录下自动创建.mdc文件

    Version check not run yet

    Memory and context PyPI Local

41. DM dbay-mcp org.pypi/dbay-mcp 0.5 · 9/100

    DBay MCP server — knowledge base and agent memory for AI tools

    Version check not run yet

    Memory and context PyPI Local

42. DM deeprecall-mcp org.pypi/deeprecall-mcp 0.5 · 9/100

    Deep Recall MCP server — 2 tools, biological memory for AI agents. Works with Claude Code, Cursor, Windsurf, Cline.

    Version check not run yet

    Memory and context PyPI Local

43. DM dma-mcp org.pypi/dma-mcp 0.5 · 9/100

    MCP server exposing DMA memory tools.

    Version check not run yet

    Memory and context PyPI Local

44. DS dmcp-server org.pypi/dmcp-server 0.5 · 9/100

    MCP server for prompt rewriting and memory recording.

    Version check not run yet

    Memory and context PyPI Local

45. DM dudley-mcp org.pypi/dudley-mcp 0.5 · 9/100

    Dudley MCP server — the intelligence layer (memory, decisions, personas) above your IDE.

    Version check not run yet

    Developer tools PyPI Local

46. FB futurx-brain-mcp org.pypi/futurx-brain-mcp 0.5 · 9/100

    futurx brain mcp server

    Version check not run yet

    Memory and context PyPI Local

47. GC github.com/KevG1t/sdd-memory io.github.kevg1t/sdd-memory 0.5 · 9/100

    Version check not run yet

    Memory and context Go modules Local

48. GC github.com/Protocol-Lattice/memory-bank-mcp io.github.protocol-lattice/memory-bank-mcp 0.5 · 9/100

    Version check not run yet

    Memory and context Go modules Local