Memory and context MCP servers

4,050 servers

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

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1. @M @studiomosaiko/mnemosyne io.github.studiomosaiko/mnemosyne-mcp 1.3 · 26/100

   Mnemosyne MCP Memory Server

   Version check not run yet

   Memory and context npm Local 1 a week MIT

2. FM fluorite-mcp io.github.kotsutsumi/fluorite-mcp 1.3 · 26/100

   Enterprise-grade MCP server for Claude Code CLI with 6,200+ spike templates, 86 library specs, intelligent memory engine, and continuous learning capabilities.

   Version check not run yet

   Memory and context npm Local 16 a week MIT

3. RM rag-memory-mcp io.github.ttommyth/rag-memory-mcp-7t7h3x 1.3 · 26/100

   Advanced MCP server for RAG-enabled memory through a knowledge graph with vector search

   Version check not run yet

   Memory and context npm Local 30 a week MIT

4. IM iflow-mcp_graphiti-core io.github.getzep/graphiti 1.3 · 26/100

   A temporal graph building library

   Version check not run yet

   Memory and context PyPI Local APACHE-2.0

5. @M @techarm/mnemo io.github.techarm/mnemo 1.3 · 26/100

   Mnemo - Knowledge memory system for Claude Code

   Version check not run yet

   Memory and context npm Local 1 a week MIT

6. MA memoric-ai io.github.nicosharonfox/memoric 1.3 · 26/100

   Memory layer for AI agents. Persistent memory with intelligent deduplication for Claude Code, Cursor, Codex, and any MCP-compatible client.

   Version check not run yet

   Memory and context npm Local MIT

7. QA quipu-ai io.github.intigraph/quipu 1.3 · 26/100

   AI-native knowledge graph with strict ontology enforcement — Bobbin's knowledge module

   Version check not run yet

   Memory and context crates.io Local

8. PA pampax io.github.lemon07r/pampax 1.3 · 26/100

   PAMPAX – Protocol for Augmented Memory of Project Artifacts Extended (MCP compatible)

   Version check not run yet

   Memory and context npm Local 3 a week MIT

9. @M @qianjue/mcp-memory-server io.github.qianjue-cn/mcp-memory-server 1.3 · 26/100

   A Model Context Protocol (MCP) server for intelligent memory management with vector search capabilities

   Version check not run yet

   Memory and context npm Local 8 a week MIT

10. KA kan io.github.kan-tools/kan 1.3 · 26/100

    Local reasoning, global coherence — memory for AI agents.

    Version check not run yet

    Memory and context crates.io Local

11. @P @loominal/pattern io.github.loominal/pattern 1.3 · 26/100

    MCP server for hierarchical agent memory

    Version check not run yet

    Memory and context npm Local 5 a week MIT

12. @M @kengurukleo/mcp-memory-server io.github.kengurukleo/mcp-knowledge-base-mcp-server 1.3 · 26/100

    MCP server for personal memory storage and retrieval with vector search

    Version check not run yet

    Memory and context npm Local MIT

13. @M @goglyph/mcp-server io.github.zondaone/goglyph-mcp-server 1.3 · 26/100

    MCP server for GoGlyph - Universal Shared Brain for AI Agents

    Version check not run yet

    Memory and context npm Local 3 a week MIT

14. LU lumencore io.github.arclightdynamics/lumencore 1.3 · 26/100

    Persistent project memory for AI agents - MCP server for Claude Code

    Version check not run yet

    Memory and context npm Local 4 a week MIT

15. @M @iflow-mcp/yuvalsuede-memory-mcp io.github.yuvalsuede/memory-mcp-myr6yv 1.3 · 26/100

    Persistent memory for Claude Code — never lose context between sessions

    Version check not run yet

    Memory and context npm Local 1 a week MIT

16. AM a24z-memory io.github.a24z-ai/a24z-memory 1.3 · 26/100

    Standalone a24z Memory MCP server

    Version check not run yet

    Memory and context npm Local 14 a week MIT

17. NE neuronlayer io.github.abhisavakar/neuronlayer 1.3 · 26/100

    Turn any AI coding assistant into an intelligent one - MCP server with code intelligence, semantic search, and persistent memory

    Version check not run yet

    Memory and context npm Local 1 a week MIT

18. OM opencortex-memory io.github.stardustvision/opencortex-memory 1.3 · 26/100

    OpenCortex MCP server and CLI for AI agent memory with reinforcement learning and multi-tenant isolation.

    Version check not run yet

    Memory and context npm Local MIT

19. ML mcp-learning-memory io.github.nulone/mcp-learning-memory 1.3 · 26/100

    MCP server for AI agent memory that adapts to feedback

    Version check not run yet

    Memory and context npm Local 3 a week MIT

20. CE claude-expert-workflow-mcp io.github.jcmrs/claude-expert-workflow-mcp 1.3 · 26/100

    Production-ready MCP server for AI-powered product development consultation through specialized expert roles. Enterprise-grade with memory management, monitoring, and Claude Code integration.

    Version check not run yet

    Monitoring and observability npm Local 14 a week MIT

21. @A @pencil-agent/pencil-mem io.github.pencil-agent/pencil-mem 1.3 · 26/100

    Persistent memory for nanopencil - port of claude-mem, persist context across sessions

    Version check not run yet

    Memory and context npm Local 1 a week AGPL-3.0

22. @S @team-semicolon/semo-mcp io.github.semicolon-devteam/semo-mcp-server 1.3 · 26/100

    SEMO MCP Server - Memory & Remote for Claude Code (v3: CLI-first approach)

    Version check not run yet

    Memory and context npm Local 4 a week MIT

23. AD auto-doc-sync-mcp io.github.nhannguyenhuu241/tooltip_claude-auto-doc-sync 1.3 · 26/100

    MCP Server for automatic documentation synchronization - AI context management for any codebase with multi-dev coordination

    Version check not run yet

    Developer tools npm Local 2 a week MIT

24. AM agent-memcp io.github.innvinceable/agent-memcp 1.3 · 26/100

    MCP server that gives AI coding agents persistent memory across sessions

    Version check not run yet

    Coding agent tools npm Local 1 a week MIT

25. RM resurgo-mcp io.github.code-atlantic/resurgo-mcp 1.3 · 26/100

    Resurgo MCP Server - Capture notes, links, and ideas to resurface later. Your AI assistant remembers what matters.

    Version check not run yet

    Docs and knowledge bases npm Local 4 a week MIT

26. MT Mchris.TinyMemory io.github.michac/tiny-memory 1.3 · 26/100

    An MCP server to specify a standard path for working memory files.

    Version check not run yet

    Memory and context NuGet Local MIT

27. @M @iflow-mcp/toruai-megg io.github.toruai/megg 1.3 · 26/100

    megg - Memory for AI Agents. Simplified knowledge system with auto-discovery and size-aware loading.

    Version check not run yet

    Memory and context npm Local 1 a week MIT

28. NO neko-orchestra-mcp io.github.javiercollipal/neko-orchestra-mcp 1.3 · 26/100

    Unified 9-Personality MCP Server - Combines task routing, personality analysis, and memory into one powerful MCP

    Version check not run yet

    Project management npm Local 6 a week MIT

29. @A @pimzino/agentic-tools-mcp io.github.pimzino/agentic-tools-mcp-1ysvd6 1.3 · 26/100

    A comprehensive MCP server for task management and agent memories with JSON file storage

    Version check not run yet

    Files and storage npm Local 22 a week MIT

30. MS mcp-shared-memory io.github.ideas-net-studio/mcp-shared-memory 1.3 · 26/100

    MCP server for AI Agents project based and shareable memory management

    Version check not run yet

    Memory and context npm Local 4 a week MIT

31. BM brainos-mcphost io.github.keshavashiya/brain 1.3 · 26/100

    MCP host — mounts external Model Context Protocol servers (stdio/HTTP/SSE) for Brain OS

    Version check not run yet

    Memory and context crates.io Local

32. @M @nervusdb/mcp io.github.nervusdb/nervusdb-mcp-r06ecg 1.3 · 26/100

    Official MCP server for NervusDB - Code knowledge graph with repomix integration

    Version check not run yet

    Memory and context npm Local 10 a week MIT

33. @A @raysker/axon-agent-tools io.github.raysker/axon-agent-tools-mcp 1.3 · 26/100

    AI agent utility MCP server - decision making, task orchestration, memory management

    Version check not run yet

    Project management npm Local 1 a week MIT

34. MA Marrow id.marrow/marrow 1.3 · 26/100

    Evidence-grounded, graph-connected, correctable memory for agents.

    0% up · 30 days

    Memory and context Official MCP Registry · npm Local Remote 21 a week

35. @C @memextend/claude-code io.github.zodttd/memextend-claude-code 1.3 · 26/100

    Claude Code adapter for memextend - hooks and MCP server for persistent AI memory

    Version check not run yet

    Memory and context npm Local 2 a week MIT

36. @N @young-nurie/vaultsage-mcp io.github.young-nurie/mcp-vaultsage 1.3 · 26/100

    Give your AI agent persistent memory: upload, search, and chat over files stored in VaultSage — no install required, just sign in with Google and paste one token.

    100% up · 30 days

    Memory and context npm Local Remote 1 a week ISC

37. @C @contextmirror/claude-memory io.github.contextmirror/claude-memory 1.3 · 26/100

    Cross-project memory for Claude Code - know about all your projects

    Version check not run yet

    Memory and context npm Local 4 a week MIT

38. @E @cartisien/engram-mcp com.npmjs.cartisien/engram-mcp 1.3 · 26/100

    MCP server for Engram — structured agent memory as relational intelligence

    Version check not run yet

    Memory and context npm Local MIT

39. TB team-brain-mcp io.github.zonder/team-brain-mcp 1.3 · 26/100

    Collaborative AI conversations for teams using Git as the sync backbone — an MCP server.

    Version check not run yet

    Memory and context npm Local MIT

40. @M @memorycrystal/mcp-server com.npmjs.memorycrystal/mcp-server 1.3 · 26/100

    MCP server for Memory Crystal — persistent memory for AI assistants

    Not run: needs install scripts

    Memory and context npm Local 206 a week MIT

41. KM kodegen_mcp_schema io.github.cyrup-ai/kodegen-mcp-schema 1.3 · 26/100

    KODEGEN.ᴀɪ: Memory-efficient, Blazing-Fast, MCP tools for code generation agents.

    Version check not run yet

    Developer tools crates.io Local

42. @M @byronwade/memoria io.github.byronwade/memoria 1.3 · 26/100

    The Memory Your AI Lacks - MCP server giving AI Senior Developer Intuition through git forensics

    Version check not run yet

    Git and code hosting npm Local 5 a week MIT

43. GM gitcortex-mcp io.github.bharath03-a/gitcortex 1.3 · 26/100

    MCP server library for GitCortex — exposes the knowledge graph via the Model Context Protocol

    Version check not run yet

    Memory and context crates.io Local

44. @M @bmpr/mcp io.github.oheriko/bumper-mcp 1.3 · 26/100

    MCP server for bmpr - AI memory system for Claude Desktop

    Version check not run yet

    Memory and context npm Local 8 a week MIT

45. @M @contextberg/mcp-server com.npmjs.contextberg/mcp-server 1.3 · 26/100

    MCP server for Contextberg — query your activity tracking data, AI-generated daily/weekly reports, and Long-Term Memory from Claude Desktop, Codex, Cursor, and other MCP-compatible clients.

    Started and listed its tools

    Memory and context npm Local 201 a week MIT

46. IM In Memoria me.pi22by7/in-memoria 1.3 · 25/100

    Persistent codebase intelligence that gives AI assistants memory across sessions

    Version check not run yet

    Developer tools Official MCP Registry · npm Local 35 a week MIT

47. GT grizabella-typescript-api io.github.your-org/grizabella-typescript 1.3 · 25/100

    TypeScript API client for Grizabella multi-database knowledge graph operations through MCP communication

    Version check not run yet

    Developer tools npm Local 4 a week MIT

48. @A @baixfeng/agent-memory io.github.baixfeng/agent-memory 1.3 · 25/100

    An MCP (Model Context Protocol) server providing persistent memory storage with full-text search capabilities. Built with SQLite/FTS5, it enables AI assistants to store, retrieve, and manage knowledge

    Version check not run yet

    Memory and context npm Local 2 a week MIT