Memory and context MCP servers

4,040 servers

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

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1. CM claude-memory-mcp io.github.arman-tech/claude-memory-mcp 1.3 · 27/100

   Persistent memory system for Claude Code CLI using Obsidian-compatible markdown

   Version check not run yet

   Memory and context npm Local 6 a week MIT

2. HE heurin io.github.danielekaufman/rolodex-cli 1.3 · 27/100

   Remember everyone. Your people memory, read and write, from any AI tool or terminal.

   Version check not run yet

   Memory and context npm Local 1 a week MIT

3. MM mcp-memory-plan-act io.github.ariviom/mcp-memory 1.3 · 27/100

   Git-synchronized memory system for AI agents

   Version check not run yet

   Memory and context npm Local 6 a week MIT

4. MS mnehmos-synch-mcp io.github.mnehmos/mnehmos.synch.mcp 1.3 · 27/100

   MCP Server for Agent Synch - Global Memory Bank for AI Agents

   Version check not run yet

   Memory and context npm Local 6 a week MIT

5. @M @edgequake/mcp-server io.github.raphaelmansuy/edgequake-mcp 1.3 · 27/100

   MCP server for EdgeQuake Graph-RAG — use EdgeQuake as persistent agent memory

   Version check not run yet

   Memory and context npm Local 3 a week APACHE-2.0

6. @R @su-record/hi-ai io.github.su-record/hi-ai 1.3 · 27/100

   Model Context Protocol based AI development assistant with 35 specialized tools featuring Knowledge Graph memory, session context auto-injection, and code dependency analysis

   Version check not run yet

   Memory and context npm Local 6 a week MIT

7. CM cursor10x-mcp io.github.aurda012/cursor10x-mcp-aqf6nh 1.3 · 27/100

   Memory System for Cursor using MCP - Provides persistent context awareness for Claude

   Version check not run yet

   Memory and context npm Local 11 a week MIT

8. @A @waynesutton/agent-memory io.github.waynesutton/agent-memory 1.3 · 27/100

   A Convex Component for persistent, cloud-synced agent memory. Markdown-first memory backend for AI coding agents across CLIs and IDEs.

   Version check not run yet

   Memory and context npm Local 1 a week APACHE-2.0

9. OX oxhivemind io.github.oxhive/hivemind 1.3 · 27/100

   A persistent memory MCP server for AI agents

   Version check not run yet

   Memory and context crates.io Local

10. MM memory-mcp io.github.butterflyskies/memory-mcp 1.3 · 27/100

    MCP server for semantic memory — pure-Rust embeddings, vector search, git-backed storage

    Version check not run yet

    Search and retrieval (RAG) crates.io Local

11. SM shodh-memory io.github.varun29ankus/shodh-memory-y3ywpx 1.3 · 27/100

    Persistent cognitive memory for AI agents and robots — Hebbian learning, knowledge graph, spatial recall. Zenoh/ROS2 native. Single binary, runs offline.

    Version check not run yet

    Memory and context crates.io Local

12. SC symbiote-cli io.github.mohmmedashraf/symbiote-5wq11d 1.3 · 27/100

    Symbiote bonds with your AI tools — giving them memory, context, and your coding DNA.

    Version check not run yet

    Memory and context npm Local 1 a week MIT

13. @M @iflow-mcp/pcircle-ai-memesh io.github.pcircle-ai/claude-code-buddy 1.3 · 27/100

    MeMesh — Persistent memory plugin for Claude Code. Remembers architecture decisions, coding patterns, and project context across sessions.

    Version check not run yet

    Memory and context npm Local 3 a week AGPL-3.0

14. @M @agentimprint/mcp com.npmjs.agentimprint/mcp 1.3 · 27/100

    MCP server for AgentImprint sovereign memory — usable from any MCP harness

    Version check not run yet

    Memory and context npm Local 15 a week MIT

15. @M @deltamemory/mcp io.github.deltamemory/deltamemory-mcp 1.3 · 26/100

    MCP server for DeltaMemory - cognitive memory for AI agents

    Version check not run yet

    Memory and context npm Local 5 a week MIT

16. MA mati io.github.ioni-dev/mati 1.3 · 26/100

    An enforcement layer for codebase knowledge: confirmed gotchas gate what AI agents read and edit at the hook level. Not a passive memory store.

    Version check not run yet

    Developer tools crates.io Local

17. @M @iflow-mcp/moontmsai-work-memory-mcp io.github.your-repo/work-memory-mcp 1.3 · 26/100

    Claude와 Cursor AI 간 업무 컨텍스트 공유를 위한 MCP 서버 - 통신 안정성 개선 및 로그 최적화

    Version check not run yet

    Memory and context npm Local 3 a week MIT

18. @S @mootmcp/server io.github.archlinuxusa/moot 1.3 · 26/100

    Self-hosted long-term memory MCP server for AI assistants

    Version check not run yet

    Memory and context npm Local 5 a week MIT

19. SR soulpack-reader io.github.brant123451/soulpack-reader 1.3 · 26/100

    Soul Pack Reader — MCP Server providing character persona, voice, appearance, and memory materials to any AI agent

    Version check not run yet

    Design and media npm Local 2 a week MIT

20. @P @nihalcastelino/project-brain-mcp io.github.nihalcastelino/project-brain-mcp 1.3 · 26/100

    Multi-agent AI orchestration platform with 50+ MCP tools

    Version check not run yet

    Model and agent tools npm Local 4 a week MIT

21. @M @recursorsdk/mcp-server io.github.luvbird32/recursor-mcp-server-node 1.3 · 26/100

    Recursor MCP (Model Context Protocol) Server for Node.js - Connect AI assistants (Claude Desktop, Cursor) to your Recursor project's memory

    Version check not run yet

    Memory and context npm Local 2 a week MIT

22. @C @gilangjavier/chrona io.github.gilangjavier/chrona 1.3 · 26/100

    Local-first, deterministic, time-aware memory store for agents with provenance, privacy scopes, and MCP support.

    Version check not run yet

    Memory and context npm Local 1 a week MIT

23. @D @jondavis23/deep-context io.github.jonedavis/deep-context 1.3 · 26/100

    CLI-first AI coding assistant with persistent memory - your AI learns from corrections and remembers project decisions

    Version check not run yet

    Memory and context npm Local 2 a week MIT

24. BF btmg-fourthspace io.github.thefounder-seb/btmg 1.3 · 26/100

    Bidirectional Temporal Memory Graph — sync between Neo4j knowledge graphs and documentation files with schema enforcement, bitemporal versioning, and AI-agent tooling.

    Version check not run yet

    Memory and context npm Local 2 a week MIT

25. VM vesper-memory io.github.fitz2882/vesper-memory 1.3 · 26/100

    AI memory system for Claude Code - Three-layer architecture with semantic search, knowledge graphs, and intelligent retrieval

    Version check not run yet

    Memory and context npm Local 3 a week MIT

26. @M @iflow-mcp/aayoawoyemi-ori-memory io.github.aayoawoyemi/ori-mnemos 1.3 · 26/100

    Persistent memory for AI agents — local-first, markdown-native, no cloud. Knowledge graph + three-signal retrieval (semantic + BM25 + PageRank). Agents wake up knowing who they are across sessions. MC

    Version check not run yet

    Memory and context npm Local 1 a week APACHE-2.0

27. @M @zhangzichao2008/mcp-graphiti io.github.steven0lisa/mcp-graphiti 1.3 · 26/100

    Graphiti MCP Server - Temporal Knowledge Graph for AI Agents

    Version check not run yet

    Memory and context npm Local 17 a week APACHE-2.0

28. @C @londer/cortex io.github.londer/cortex 1.3 · 26/100

    High-performance AI memory system with MCP integration

    Version check not run yet

    Memory and context npm Local 1 a week MIT

29. MS mcp-semantic-recall io.github.taha-shahid1/mcp-semantic-recall 1.3 · 26/100

    MCP for adding semantic memory to AI coding agents

    Version check not run yet

    Coding agent tools npm Local 2 a week MIT

30. @C @waldzellai/clear-thought io.github.waldzellai/clear-thought 1.3 · 26/100

    MCP server for systematic thinking, mental models, debugging approaches, and memory management

    Version check not run yet

    Developer tools npm Local 34 a week MIT

31. KO kodeklarity io.github.vjvkrm/kodeklarity 1.3 · 26/100

    Shared knowledge & memory of your code, for AI agents. Code graph + persistent memory layer — impact analysis, risk scoring, cross-boundary tracing, agent-to-agent knowledge sharing.

    Version check not run yet

    Memory and context npm Local AGPL-3.0-ONLY

32. SE semem io.github.danja/semem 1.3 · 26/100

    Semantic Web Memory for Intelligent Agents

    Version check not run yet

    Memory and context npm Local 16 a week MIT

33. MB memory-buddy io.github.firmengruppeviola/claude-memory-mcp-wwg7k8 1.3 · 26/100

    Give your AI a memory. MCP server for persistent context across all sessions.

    Version check not run yet

    Memory and context npm Local 8 a week SEE-LICENSE-IN

34. OM openclaw-mem io.github.wenyupapa-sys/openclaw-mem 1.3 · 26/100

    Persistent memory system for OpenClaw - captures conversations, generates summaries, and injects context into new sessions

    Version check not run yet

    Memory and context npm Local 3 a week MIT

35. NM nuggets-memory-plugin io.github.neovertex1/nuggets-nuggets-memory 1.3 · 26/100

    Lightweight local memory nudges for coding agents via MCP.

    Version check not run yet

    Memory and context npm Local MIT

36. MM mongodb-memory-bank-mcp-v2 io.github.romiluz13/mongodb-memory-bank-mcp 1.3 · 26/100

    MongoDB-powered Memory Bank MCP server with hybrid search capabilities for AI assistants

    Version check not run yet

    Memory and context npm Local 25 a week MIT

37. AI aismemory com.npmjs/aismemory 1.3 · 26/100

    Persistent memory for AI agents. MCP server that connects to Agent Identity Service.

    Started and listed its tools

    Memory and context npm Local 295 a week MIT

38. CM claudebot-memory io.github.solan/claudebot-mcp-memory-server 1.3 · 26/100

    MCP Server for persistent bot memory — stores learnings, preferences, skills and workflows in a local JSON store. Works with any MCP-compatible client (Claude Code, Claude Desktop, Cursor, etc.)

    Version check not run yet

    Memory and context npm Local 1 a week MIT

39. OM openbrain-mcp io.github.matpcoelho/openbrain 1.3 · 26/100

    MCP server for OpenBrain - cross-AI memory system

    Version check not run yet

    Memory and context npm Local 1 a week MIT

40. UN unlost io.github.unfault/unlost 1.3 · 26/100

    Unlost - Local-first code memory for a workspace.

    Version check not run yet

    Memory and context crates.io Local

41. PA packset io.github.leidarljos/packset 1.3 · 26/100

    Standing memory: Remember and Prefer only. Installs packset, packsetd and packset-mcp.

    Version check not run yet

    Memory and context crates.io Local

42. CD claude-dev-memory io.github.miles990/claude-dev-memory 1.3 · 26/100

    MCP Server for Claude Code project memory - multi-block Core Memory (project/learnings/decisions) via Letta Cloud

    Version check not run yet

    Memory and context npm Local 6 a week MIT

43. ME mempal io.github.zhanghandong/mempal 1.3 · 26/100

    Project memory for coding agents. Single binary, hybrid search, knowledge graph.

    Version check not run yet

    Memory and context crates.io Local

44. EM engram_mcp io.github.edg-l/engram-mcp 1.3 · 26/100

    MCP server for AI agent persistent memory with SQLite and local embeddings

    Version check not run yet

    Memory and context crates.io Local

45. @S @vinaes/succ io.github.vinaes/succ 1.3 · 26/100

    Semantic Understanding for Code Contexts — persistent memory for AI coding assistants (Claude Code, Cursor, Windsurf, Continue.dev)

    Version check not run yet

    Coding agent tools npm Local 1 a week FSL-1.1-APACHE-2.0

46. TC tack-cli io.github.khuper/tack 1.3 · 26/100

    Accurate project memory for coding agents, kept in sync with the codebase.

    Version check not run yet

    Coding agent tools npm Local 1 a week MIT

47. RO roammem io.github.guxi11/roammem 1.3 · 26/100

    Bidirectional-linked project memory system for AI, exposed as MCP server

    Version check not run yet

    Memory and context npm Local MIT

48. CM contiss-mcp-server io.github.devotel/contiss-mcp-server 1.3 · 26/100

    MCP (Model Context Protocol) server for Contiss AI - Unlimited Memory for AI Agents

    Version check not run yet

    Memory and context npm Local 5 a week MIT