Memory and context MCP servers

4,050 servers

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

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Start from the first servers

1. MB mneme-brain io.github.daddydiaz2/mneme 1.2 · 25/100

   Persistent memory system for AI coding agents — Rust + SQLite + FTS5 + MCP. Hybrid search, age encryption, CRDT P2P sync, WASM plugins, TUI with knowledge graph.

   Version check not run yet

   Memory and context crates.io Local

2. @A @purmemo.ai/mcp io.github.purmemo-ai/purmemo-amp 1.2 · 25/100

   Reference MCP server for AMP — expose AI memories via Model Context Protocol

   Version check not run yet

   Memory and context npm Local APACHE-2.0

3. AU autonomousmcp com.npmjs/autonomousmcp 1.2 · 25/100

   Reasoning orchestration, persistent memory, on-demand skills and computer execution for ChatGPT, Claude, Gemini, Grok and other MCP-compatible AI clients.

   Not run: needs install scripts

   Model and agent tools npm Local 62 a week

4. GM git-memory-mcp-server io.github.nirutyodjai/git-memory-mcp-server 1.2 · 25/100

   MCP Server for Git repository management with memory and AI capabilities

   Version check not run yet

   Git and code hosting npm Local 8 a week MIT

5. MS mcp-server-memory io.github.kwanleefrmvi/mcp-server-memory 1.2 · 25/100

   MCP server for enabling memory for Claude through a knowledge graph

   Version check not run yet

   Memory and context npm Local 17 a week MIT

6. @B @probelabs/big-brain io.github.probelabs/big-brain 1.2 · 25/100

   BigBrain MCP Server - When your AI needs a bigger brain. Intelligent context extraction for getting fresh AI insights when stuck.

   Version check not run yet

   Memory and context npm Local 8 a week MIT

7. MA mcp-ai-memory io.github.scanadi/mcp-ai-memory-wpptpj 1.2 · 25/100

   A production-ready Model Context Protocol (MCP) server for semantic memory management

   Version check not run yet

   Memory and context npm Local 8 a week MIT

8. IA ironclad-agent io.github.robot-accomplice/ironclad 1.2 · 25/100

   Agent core with ReAct loop, policy engine, injection defense, memory system, and skill loader

   Version check not run yet

   Memory and context crates.io Local

9. AG agentcortex io.github.sage-hq/agentcortex-mcp 1.2 · 25/100

   AgentCortex MCP Client - AI memory and task management for Claude, Cursor, and Windsurf. Connects to AgentCortex Cloud.

   Version check not run yet

   Project management npm Local 14 a week MIT

10. @M @bigrack/mcp io.github.baptiste-mnh/bigrack.dev-mcp 1.2 · 25/100

    MCP server for task/project & context management in AI development tools (Claude Code, Cursor)

    Version check not run yet

    Project management npm Local 3 a week APACHE-2.0

11. @A @nimbus-app/mcp io.github.nimbus-app/nimbus-mcp-server 1.2 · 25/100

    MCP server for Nimbus - Access your workflow memory from any AI assistant

    Version check not run yet

    Memory and context npm Local 5 a week

12. VM virlow-mcp com.npmjs/virlow-mcp 1.2 · 25/100

    Local MCP server for Virlow Secure Notes: end-to-end-encrypted AI memories and notes for Cursor, Claude, Codex, and any MCP client.

    Version check not run yet

    Docs and knowledge bases npm Local 1.3k a week

13. @M @agentfold/mcp io.github.279458179/agentfold 1.2 · 25/100

    AgentFold — virtual memory for AI agents: fold cold context, recall anything.

    Version check not run yet

    Memory and context npm Local 5 a week MIT

14. NM naite-mcp io.github.daehyeonxyz/naite-personal-memory 1.2 · 25/100

    naite vault MCP server — naite_ask (read) + naite_capture (stage). Surfaces a naite knowledge tree to Claude Code, Claude Desktop, and Codex.

    Version check not run yet

    Memory and context npm Local 5 a week MIT

15. ME Memorymesh io.github.sparkvibe-io/memorymesh 1.2 · 25/100

    Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool portable.

    Version check not run yet

    Developer tools Official MCP Registry Local

16. TM topodb-mcp io.github.topodb/topodb 1.2 · 25/100

    MCP server exposing the TopoDB agent-memory engine

    Version check not run yet

    Memory and context crates.io Local

17. MM memory-mcp io.github.romiluz13/memory-mcp-9yr1eh 1.2 · 25/100

    Revolutionary Living Brain MCP server that creates one evolving brain per project for AI coding assistants. Perfect project isolation, works with Cursor, Augment, Claude, Windsurf.

    Version check not run yet

    Coding agent tools npm Local 10 a week MIT

18. @D @jmkim85/dev-flow-mcp io.github.jmkim-clt/mcp-dev-flow 1.2 · 25/100

    MCP-based Dev Flow - AI-powered development workflow management with 13 essential tools for TDD and context management

    Version check not run yet

    Memory and context npm Local 13 a week MIT

19. @C @luckydraw/cumulus com.npmjs.luckydraw/cumulus 1.2 · 25/100

    RLM-based CLI chat wrapper for Claude with external history context management

    Not run: needs install scripts

    Communication and chat npm Local 124 a week SEE-LICENSE-IN

20. AM aegisdb-mcp io.github.d4n-larsson/aegisdb 1.2 · 25/100

    Integrate AegisDB as persistent memory for Claude Code (MCP server + hooks)

    Version check not run yet

    Memory and context PyPI Local

21. AR ai-rule-learning-mcp io.github.faju85/ai_rule_learning 1.2 · 25/100

    Local MCP server and CLI for learned AI guardrails, memory, skills, and agent config injection

    Version check not run yet

    Memory and context PyPI Local

22. BM bloom-mcp io.github.jonahtebaa/bloom-changelog.md 1.2 · 25/100

    Persistent cross-session memory for Claude Code and any MCP-compatible client.

    Version check not run yet

    Memory and context PyPI Local

23. CM continuum-mcp io.github.genkryptos/continuum-changelog.md 1.2 · 25/100

    Production-grade memory infrastructure for AI agents — tiered STM / MTM / LTM with first-class supersession and bi-temporal queries.

    Version check not run yet

    DevOps and infrastructure PyPI Local

24. DM dejaview-mcp io.github.jakec77/dejaview 1.2 · 25/100

    Persistent knowledge graph memory for AI agents — DejaView MCP server

    Version check not run yet

    Memory and context PyPI Local

25. EM ensemble-mcp io.github.lynkbyte/ensemble-changelog.md 1.2 · 25/100

    MCP server providing vector memory, drift detection, model routing, skills discovery, session management, and codebase indexing for AI-assisted development pipelines.

    Version check not run yet

    Developer tools PyPI Local

26. LH leviathan-hivemind-mcp io.github.chazam41892-gif/hivemind-mcp 1.2 · 25/100

    HiveMind MCP — persistent swarm memory through Obsidian, powered by your preferred LLM providers, gated by GitHub Sponsors subscription.

    Version check not run yet

    Git and code hosting PyPI Local

27. LM litcoin-mcp io.github.hyi/litcoin-mcp 1.2 · 25/100

    LitCoin MCP Server - Semantic + Structural Knowledge Graph query for AI agents

    Version check not run yet

    Memory and context PyPI Local

28. MB mcp-backpack io.github.primerpy/mcp-backpack 1.2 · 25/100

    A persistent, portable memory tool for Claude Code and MCP clients.

    Version check not run yet

    Memory and context PyPI Local

29. MM mcp-mem io.github.ddkang1/mcp-mem 1.2 · 25/100

    An MCP server implementing memory solution for data-rich applications

    Version check not run yet

    Memory and context PyPI Local

30. MM mcp-memory io.github.memodb-io/mcp-memory 1.2 · 25/100

    Memory Implementation in MCP and python

    Version check not run yet

    Memory and context PyPI Local

31. MM mcp-memory-bank io.github.hal9000cc/mcp_memory_bank 1.2 · 25/100

    Personal persistent memory server for AI assistants via Model Context Protocol

    Version check not run yet

    Memory and context PyPI Local

32. MM mcp-memory-engine io.github.forneverand/mcp-memory-engine-changelog.md 1.2 · 25/100

    A general-purpose neuro-symbolic MCP memory engine for AI assistants.

    Version check not run yet

    Memory and context PyPI Local

33. MS mcp-server-qdrant-memory io.github.kakehashi/mcp-server-qdrant-memory 1.2 · 25/100

    MCP server for qdrant memory.

    Version check not run yet

    Memory and context PyPI Local

34. MM mem0-mcp-for-pm io.github.kunihiros/mem0-mcp-for-pm-dvk0js 1.2 · 25/100

    MCP Server for mem0 project management integration

    Version check not run yet

    Memory and context PyPI Local

35. ME memorygraphMCP io.github.gregorydickson/memory-graph-docs 1.2 · 25/100

    Graph-based MCP memory server for AI coding agents with intelligent relationship tracking and multi-backend support

    Version check not run yet

    Coding agent tools PyPI Local

36. MM memorygraph-mcp-tai040502 io.github.haegiwa405/memory-graph 1.2 · 25/100

    Graph-based MCP memory server for AI coding agents with intelligent relationship tracking and multi-backend support

    Version check not run yet

    Coding agent tools PyPI Local

37. MM mnemosyne-mcp-server io.github.synet-systems/mnemosyne-mnemosyne-mcp-server 1.2 · 25/100

    Standalone Model Context Protocol (MCP) server for the Mnemosyne memory substrate. Exposes search, store, delete, context, list_projects, and get_profile tools to Claude Desktop, Cursor, and any MCP-c

    Version check not run yet

    Memory and context PyPI Local

38. RM runway-mcp io.github.satovarb16/runwaymcp 1.2 · 25/100

    An MCP server that remembers your job hunt: applications, statuses, and which resume version you sent to each job — plus a live work-authorization warning.

    Version check not run yet

    Memory and context PyPI Local

39. SM session-mgmt-mcp io.github.lesleslie/session-mgmt-mcp 1.2 · 25/100

    MCP server for Claude session management and conversation memory

    Version check not run yet

    Memory and context PyPI Local

40. LA langterm io.github.hijaz/langterm 1.2 · 25/100

    Secure CLI tool that translates natural language to shell commands using local AI models via Ollama, with project memory system, reusable command templates (hooks), MCP (Model Context Protocol) suppor

    Version check not run yet

    Operating system and shell npm Local 8 a week MIT

41. TM tobi-mcp-server io.github.hivetivity/tomo 1.2 · 25/100

    MCP server for Tobi AI - Brain Dump and Task Management integration for Claude Desktop, Cursor, and other MCP clients

    Version check not run yet

    Project management npm Local 1 a week MIT

42. PM pqc-memory-mcp io.github.cascadiatech/pqc-mcp-server 1.2 · 25/100

    MCP server for pqc-db persistent memory — stdio or HTTP; works with Cursor, Claude Code, Codex, VS Code, JetBrains Junie, Zed, and other MCP hosts

    Version check not run yet

    Memory and context npm Local 5 a week

43. CM Cortex Memory Engine io.github.gambletan/cortex 1.2 · 24/100

    Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs.

    Version check not run yet

    Memory and context Official MCP Registry Local

44. ME memctl io.github.memctl/memctl 1.2 · 24/100

    MCP server for memctl — shared, persistent memory for AI coding agents

    Version check not run yet

    Coding agent tools npm Local APACHE-2.0

45. NM npx-memory-mcp io.github.cbuntingde/npx-memory-mcp 1.2 · 24/100

    Professional memory MCP server for VS Code and other editors with multiple memory types

    Version check not run yet

    Memory and context npm Local 2 a week MIT

46. AM agentfold-mcp-server io.github.yourusername/agentfold-mcp-server 1.2 · 24/100

    MCP Server implementation of AgentFold - Long-Horizon Web Agents with Proactive Context Management. v2.0 adds analytics, validation, quality evaluation, and performance benchmarking.

    Version check not run yet

    Data warehouses and analytics npm Local 4 a week MIT

47. CX context-x-mcp io.github.rnd-pro/context-x-mcp 1.2 · 24/100

    Multi-agent context enrichment system with auto-topic detection, auto-tool selection, and distributed specialized roles - A Model Context Provider (MCP) server for intelligent context management

    Version check not run yet

    Memory and context npm Local 9 a week MIT

48. @B @temrjan/braintrain io.github.temrjan/braintrain 1.2 · 24/100

    MCP Memory Server for Claude Code - Your AI never forgets the journey

    Version check not run yet

    Memory and context npm Local 2 a week MIT