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. MM memstead-mcp io.github.memstead/memstead 1.3 · 25/100

   Typed project knowledge for AI agents. MCP server for Memstead: the `memstead-mcp` binary exposes typed knowledge graphs kept as markdown in git to any MCP-capable agent over JSON-RPC stdio (multi-mem

   Version check not run yet

   Git and code hosting crates.io Local

2. HM hindsight-mcp io.github.hindsight-ai/hindsight-ai-hindsight-mcp 1.3 · 25/100

   Model Context Protocol server for the Hindsight AI memory service

   Version check not run yet

   Memory and context npm Local 10 a week UNLICENSE

3. MM mongodb-memory-bank-mcp io.github.romiluz13/context-engineering-mcp 1.3 · 25/100

   FIXED: MongoDB Memory Bank MCP with bulletproof error handling, smart operations, and session state management. Eliminates [object Object] errors and user confusion.

   Version check not run yet

   Memory and context npm Local 16 a week MIT

4. ZO zugashield-openclaw-plugin io.github.zuga-luga/zugashield 1.3 · 25/100

   ZugaShield security scanning plugin for OpenClaw — 7-layer defense + ML detection against prompt injection, SSRF, data leakage, memory poisoning, and all 10 OWASP Agentic AI risks

   Version check not run yet

   Security npm Local 1 a week MIT

5. @C @rockship/code-memory-mcp io.github.rockship-team/code-memory-mcp 1.3 · 25/100

   A powerful Model Context Protocol (MCP) server implementation for seamless code memory integration, enabling AI assistants to interact with code memory data

   Version check not run yet

   Memory and context npm Local 7 a week MIT

6. @S @pytt0n/self-improving-memory-mcp io.github.superpitt/self-improving-memory-mcp 1.3 · 25/100

   🧠 Self-improving memory system for Claude Code CLI with automatic learning, zero context loss, and advanced analytics

   Version check not run yet

   Memory and context npm Local 9 a week MIT

7. @R @youcraft/recall-mcp-server io.github.aneequrrehman/recall-mcp-server 1.3 · 25/100

   Standalone MCP server for Recall. Give Claude, Cursor, and other AI assistants persistent memory with a single command.

   Version check not run yet

   Memory and context npm Local 1 a week MIT

8. EN enginehaus io.github.enginehaus/enginehaus 1.3 · 25/100

   Give your AI agents memory that persists. Coordination, context, and quality gates for AI-assisted development.

   Version check not run yet

   Memory and context npm Local MIT

9. FO fossel io.github.7vignesh/fossel 1.3 · 25/100

   Local-first MCP memory for Cursor & Claude: repo context in SQLite with hybrid keyword + semantic search, pins, PR summaries. No cloud.

   Version check not run yet

   Git and code hosting npm Local 3 a week

10. MQ memory-qdrant-mcp io.github.balaji-g42/memory-qdrant-mcp 1.3 · 25/100

    MCP server for memory management using Qdrant vector database

    Version check not run yet

    Search and retrieval (RAG) npm Local 1 a week MIT

11. LO loopctl io.github.dch-labs/loopctl 1.3 · 25/100

    A trait-based framework for building agent loops with pluggable LLM clients, tools, and memory

    Version check not run yet

    Memory and context crates.io Local

12. @M @revisium/mcp-memory io.github.revisium/mcp-memory 1.3 · 25/100

    MCP server for persistent structured AI memory backed by Revisium

    Version check not run yet

    Memory and context npm Local 1 a week MIT

13. @L @chude/later io.github.chudeemeke/later 1.3 · 25/100

    MCP server for deferred decision management - capture decisions with context, revisit later without memory overhead

    Version check not run yet

    Memory and context npm Local 5 a week MIT

14. @M @everstash/mcp com.npmjs.everstash/mcp 1.3 · 25/100

    MCP server for MyMemory (Everstash): save, search and recall your memories from Claude, Cursor and other MCP clients.

    Started and listed its tools

    Memory and context npm Local 182 a week SEE-LICENSE-IN

15. MM mcp-memory io.github.aeriondyseti/mcp-memory-server-rs5d1n 1.3 · 25/100

    A zero-configuration RAG memory server for MCP clients

    Version check not run yet

    Memory and context npm Local 5 a week MIT

16. MM memento-memory io.github.sanathshetty444/memento 1.3 · 25/100

    Persistent semantic memory for Claude Code — auto-captures context, survives compaction, zero-config recall

    Version check not run yet

    Memory and context npm Local AGPL-3.0-ONLY

17. CP context-processor io.github.mschultheiss83/context-processor 1.3 · 25/100

    Intelligent context management MCP server with pre-processing strategies for enhanced content processing

    Version check not run yet

    Memory and context npm Local 5 a week MIT

18. MM mcp-memory-server io.github.pdogra1299/memory-server 1.3 · 25/100

    MCP server for enabling memory for Claude through a knowledge graph

    Version check not run yet

    Memory and context npm Local 16 a week MIT

19. SM specrails-mcp io.github.specrails/specrails-mcp 1.3 · 25/100

    MCP server exposing specrails-core knowledge (specs, personas, memory, config) to MCP-compatible clients

    Version check not run yet

    Memory and context npm Local MIT

20. MM memofai-mcp-server io.github.memof-ai/memofai-mcp-server 1.3 · 25/100

    Model Context Protocol (MCP) server for Memory-of-Agents - Enables LLMs to manage AI memory, workspaces, and bots

    Version check not run yet

    Memory and context npm Local 6 a week MIT

21. ME memcan io.github.lklimek/memcan 1.3 · 25/100

    Persistent memory for Claude Code — CLI client

    Version check not run yet

    Memory and context crates.io Local

22. @L @cattiva/ltm-mcp io.github.iharsh02/cattiva-memory 1.3 · 25/100

    Long-term memory for AI agents, exposed over MCP.

    Version check not run yet

    Memory and context npm Local 7 a week GPL-3.0-OR-LATER

23. WM window-memory com.npmjs/window-memory 1.3 · 25/100

    Keeps your AI on your goal across Claude Code, Cursor & Codex — session catch-up, why behind every decision, drift alerts. Local-first: free on your machine; Pro syncs across devices and team.

    Version check not run yet

    Monitoring and observability npm Local 7 a week SEE-LICENSE-IN

24. HY HyperMarrow cool.qianshi/hypermarrow 1.3 · 25/100

    Local-first long-term memory for AI coding agents. Stored on your own machine.

    Version check not run yet

    Coding agent tools Official MCP Registry · npm Local 16 a week

25. @M @afzal7869/mcp-neo4j-server io.github.afzal7869/mcp-neo4j-memory-server-main 1.3 · 25/100

    MCP Memory Server with Neo4j backend for AI knowledge graph storage

    Version check not run yet

    Memory and context npm Local 16 a week MIT

26. @O @akashabot/openclaw-memory-mcp-server io.github.akashabot/openclaw-memory-offline-sqlite-mcp-server 1.3 · 25/100

    MCP Server for OpenClaw Offline Memory - Expose memory tools to Claude Desktop and other MCP clients

    Version check not run yet

    Memory and context npm Local 1 a week MIT

27. CB chapeaux-beret io.github.chapeaux/beret 1.3 · 25/100

    MCP server that builds a SPARQL-queryable RDF knowledge graph of your codebase

    Version check not run yet

    Developer tools crates.io Local

28. KO kontinue io.github.mjabreel77/kontinue 1.3 · 25/100

    Persistent memory and execution-tracing layer for AI coding agents

    Version check not run yet

    Coding agent tools npm Local MIT

29. SM semantic-memory-mcp io.github.recursiveintell/semantic-memory-mcp 1.3 · 25/100

    MCP server wrapping semantic-memory — local-first knowledge management with evidence-scored retrieval, contradiction detection, and adaptive routing

    Version check not run yet

    Memory and context crates.io Local

30. MR mempal-runtime io.github.zhanghandong/mempal-3qmxjq 1.3 · 25/100

    Reusable mempal runtime workflows built on agent memory storage.

    Version check not run yet

    Memory and context crates.io Local

31. RA roboticus-agent io.github.robot-accomplice/roboticus 1.3 · 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

32. BC brainwires-cognition io.github.brainwires/brainwires-framework-1rxsh3 1.3 · 25/100

    Unified intelligence layer — knowledge graphs, adaptive prompting, RAG, spectral math, and code analysis for the Brainwires Agent Framework

    Version check not run yet

    Developer tools crates.io Local

33. @M @iflow-mcp/obsidian-memory-mcp io.github.yunaga224/obsidian-memory-mcp 1.3 · 25/100

    MCP server that stores AI memories as Markdown files for visualization in Obsidian's graph view

    Version check not run yet

    Docs and knowledge bases npm Local 6 a week MIT

34. @L @kamillion/librarian-mcp io.github.kogbuze/librarian 1.3 · 25/100

    Knowledge capture MCP server - remember what you learn with AI

    Version check not run yet

    Memory and context npm Local 2 a week MIT

35. @I @frgmt/inked io.github.coldielb/inked 1.2 · 25/100

    A lightweight MCP server for encrypted memory management with Claude

    Version check not run yet

    Memory and context npm Local 15 a week AGPL-3.0-OR-LATER

36. EN envmem io.github.samihalawa/envmem-mcp 1.2 · 25/100

    EnvMem - Personal environment variable memory with semantic search. Store, search, and manage your environment variables with AI-powered semantic search.

    Version check not run yet

    Memory and context npm Local 2 a week MIT

37. ME memory-engineering io.github.romiluz13/memory-engineering 1.2 · 25/100

    AI Memory MCP Server - Persistent memory and codebase understanding for AI coding assistants

    Version check not run yet

    Memory and context npm Local 11 a week MIT

38. HI hw-info io.github.argtobias/hw-info 1.2 · 25/100

    MCP server for system information: CPU, memory, disk, processes, and ports

    Version check not run yet

    Memory and context npm Local 1 a week ISC

39. @C @matcha-chai/mcp-matchai-team io.github.matcha-chai/mcp-matchai-team 1.2 · 25/100

    Access the entire Matchai AI development team through a single MCP interface - powered by n8n, LLMs, and Graphiti temporal knowledge graph

    Version check not run yet

    Memory and context npm Local 6 a week MIT

40. @M @thriveventurelabs/memoryos-mcp io.github.memoryos/mcp-server 1.2 · 25/100

    MCP server for MemoryOS - Give Claude persistent memory

    Version check not run yet

    Memory and context npm Local 2 a week MIT

41. CS context-stash io.github.nzmarktaylor/context-stash 1.2 · 25/100

    A workspace-scoped MCP server that provides a durable, Git-native memory layer for AI coding agents

    Version check not run yet

    Coding agent tools npm Local 2 a week MIT

42. @P @jeelidev/personal-neo4j-memory-server io.github.jeelidev/personal-neo4j-memory-server 1.2 · 25/100

    Personal MCP Memory Server with Neo4j backend - Enhanced Cloudflare Access support with robust tunnel management and remove functionality

    Version check not run yet

    Databases npm Local 4 a week MIT

43. BM byterover-mcp io.github.campfirein/byterover-mcp 1.2 · 25/100

    Model Context Protocol server for ByteRover - a sharing memory layer for your vibe coding agent

    Version check not run yet

    Memory and context npm Local 15 a week MIT

44. MS mcp-server-memories-off io.github.cafe3310/mcp-server-memories-off-kmn9hw 1.2 · 25/100

    remember this and that

    Version check not run yet

    Memory and context npm Local 6 a week

45. BM brain-mcp io.github.samleeney/brain 1.2 · 25/100

    Brain MCP Server - Semantic knowledge base access for Claude Code via Model Context Protocol. Provides intelligent search and navigation of files from multiple locations through native MCP tools.

    Version check not run yet

    Memory and context npm Local 11 a week AGPL-3.0

46. DM durandal-memory-mcp io.github.wawtawsha/durandal-memory-bridge 1.2 · 25/100

    Durandal MCP Server - Zero-config AI memory system for Claude Code. Persistent, searchable memory with automatic SQLite setup.

    Version check not run yet

    Memory and context npm Local 7 a week MIT

47. GM graph-memory-mcp-server io.github.syia-ai/graph_memory 1.2 · 25/100

    Graphiti Memory Graph MCP Server - Search and explore knowledge graphs using Graphiti

    Version check not run yet

    Memory and context npm Local 7 a week MIT

48. @S @ai-solutions.ru/mcp-memory-remote io.github.ai-solutions-ru/mcp-memory-remote 1.2 · 25/100

    Secure MCP Remote Memory Client with auto-configuration for ai-solutions.ru

    Version check not run yet

    Memory and context npm Local 12 a week MIT