Memory and context MCP servers

4,055 servers

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

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1. YM yabadoo-mcp io.github.henrique4345/yabadoo-brain 1.1 · 22/100

   Yabadoo MCP server: a personal second brain connected to Claude

   Version check not run yet

   Memory and context PyPI Local MIT

2. @M @mcpfun/mcp-server-memo io.github.doggybee/mcp-server-memo 1.1 · 22/100

   A lightweight MCP server for session memory management with persistent storage

   Version check not run yet

   Memory and context npm Local 4 a week MIT

3. @M @vibeplanner/mcp-server io.github.yourusername/ai-agent-coordinator-mcp-client 1.1 · 22/100

   MCP server for VibePlanner AI - Integrate project management and collaborative memory into Claude Desktop

   Version check not run yet

   Project management npm Local 2 a week MIT

4. UE unreal-engine-knowledge-graph-mcp io.github.yarnovo/unreal-engine-knowledge-graph-mcp 1.1 · 22/100

   [English](README_EN.md) | 中文

   Version check not run yet

   Games and game engines npm Local 3 a week ISC

5. FM Forage - MCP Server for AI Agents io.github.ErnestaLabs/forage 1.1 · 22/100

   Web intelligence, verified B2B contacts, and a persistent knowledge graph for AI agents.

   Address set by you

   Memory and context Official MCP Registry Remote

6. ME memtask io.github.knchiu/memtask-9f946v 1.1 · 22/100

   Memory and task management MCP Server with Goal-Task-Memory architecture

   Version check not run yet

   Project management npm Local 1 a week MIT

7. NM neuralmcp-mcp-adapter io.github.gazzycodes/neural-memory-mcp 1.1 · 22/100

   Universal MCP adapter for Neural Memory MCP - Connect any IDE to persistent AI memory

   Version check not run yet

   Memory and context npm Local 2 a week MIT

8. MM mcp-mes io.github.zavora-ai/mcp-mes 1.1 · 22/100

   MES MCP Server — manufacturing execution for electronics, food & beverage, and manufacturing agents: work orders & routing, scheduling, production runs with OEE, factory test yield, and material genea

   Version check not run yet

   Calendar and scheduling crates.io Local

9. MC memora-cli io.github.radotsvetkov/memora 1.1 · 22/100

   Memora: catch your AI citing sources that don't say what it claims. Local verification layer for AI memory.

   Version check not run yet

   Memory and context crates.io Local

10. @M @supercorp/memory-mcp io.github.supercorp-ai/memory-mcp-5kegjt 1.1 · 22/100

    Version check not run yet

    Memory and context npm Local ISC

11. MP mcp-pocket-memory io.github.robby031/mcp-pocket-memory 1.1 · 22/100

    MCP server for durable AI memory backed by SQLite

    Version check not run yet

    Memory and context crates.io Local

12. MB memory-bank-mcp-lite io.github.your-username/memory-bank-mcp 1.1 · 22/100

    精简的 Memory Bank MCP 服务器，支持项目开发生命周期管理

    Version check not run yet

    Memory and context npm Local 3 a week MIT

13. LO loregraph io.github.lucheeseng827/loregraph 1.1 · 22/100

    loregraph — memory knowledge-graph for AI coding-agent sessions + repos (single binary). PoC: Claude Code chat ingest + repo crunch + graph + canvas.

    Version check not run yet

    Memory and context crates.io Local

14. RU rustmem io.github.adaimade/r-mem 1.1 · 22/100

    A lightweight Rust alternative to mem0 — long-term memory for AI agents

    Version check not run yet

    Memory and context crates.io Local

15. MQ mcp-qdrant-memory io.github.delorenj/mcp-qdrant-memory-3bf4mv 1.1 · 22/100

    MCP server for enabling the named memory graphs to be persisted to a qdrant instance.

    Version check not run yet

    Memory and context npm Local 4 a week MIT

16. VE veloxquant io.github.rajveer43/veloxquant-rs 1.1 · 22/100

    VeloxQuant for Rust — memory intelligence and optimization for local AI

    Version check not run yet

    Memory and context crates.io Local

17. KO kodegend io.github.cyrup-ai/kodegend 1.1 · 22/100

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

    Version check not run yet

    Developer tools crates.io Local

18. BM becki-mcp com.npmjs/becki-mcp 1.1 · 22/100

    Becki Core — cross-platform memory layer for AI tools. MCP server that gives Claude, Cursor, Codex, ChatGPT, and any MCP-compatible client persistent memory across every session, project, and machine.

    Version check not run yet

    Memory and context npm Local 14 a week

19. MS memory-server-mcp io.github.hridaya423/memory-mcp 1.1 · 22/100

    A Model Context Protocol (MCP) server for persistent memory storage with tagging, search, and linking capabilities

    Version check not run yet

    Memory and context npm Local 2 a week ISC

20. OB Open Brain io.github.Bobby-cell-commits/open-brain 1.1 · 22/100

    Graph-structured MCP memory server. 37.2% LongMemEval. Auto dedup, themes, decay, synthesis.

    Address set by you

    Memory and context Official MCP Registry Remote

21. MS mcp-spawn-client io.github.modelcontextprotocol/mcp-spawn-client 1.1 · 22/100

    Spawn Model Context Protocol clients connected to servers using in-memory transports

    Version check not run yet

    Memory and context npm Local 3 a week ISC

22. @M @genios/mcp com.npmjs.genios/mcp 1.1 · 22/100

    Genios MCP server — expose relationship memory to any MCP-compatible AI client

    Version check not run yet

    Memory and context npm Local MIT

23. HI hird io.github.aoprisan/hird 1.1 · 22/100

    Cross-harness agent work queue and shared assertion memory, backed by one local SQLite database

    Version check not run yet

    Databases crates.io Local

24. LM librarian-mcp io.github.mareurs/codescout-ns2t82 1.1 · 22/100

    Workspace artifact registry: indexes markdown specs, plans, ADRs, runbooks, and memories with a typed link graph

    Version check not run yet

    Office documents and spreadsheets crates.io Local

25. RM roo-memorybank-mcp io.github.pnocera/roo-code-memory-bank-mcp-server 1.1 · 22/100

    MCP server for Roo Code Memory Bank functionality

    Version check not run yet

    Memory and context npm Local 2 a week APACHE-2.0

26. MB memory-bank-loader-mcp io.github.abeyuya/memory-bank-loader-mcp-mhrmtf 1.1 · 22/100

    This is an MCP server for retrieving all files in the memory-bank directory at once. Its purpose is to reduce AI tool invocation frequency when loading memory-bank, saving both time and money.

    Version check not run yet

    Memory and context npm Local 3 a week MIT

27. YM yep-mem io.github.balkhaev/yep-tui 1.1 · 22/100

    Persistent memory for AI coding agents — vector search over past sessions

    Version check not run yet

    Coding agent tools npm Local 5 a week MIT

28. OP OpenAkashic io.github.szara7678/openakashic 1.1 · 22/100

    Shared long-term memory vault for AI agents with 20 MCP tools.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

29. @M @iflow-mcp/memory-mcp-2 io.github.iflow-mcp/memory-mcp-2 1.1 · 22/100

    MCP server for logging and retrieving memories with context window caching and shared memories

    Version check not run yet

    Memory and context npm Local MIT

30. HI HiveMind io.github.srotzin/hivemind 1.1 · 22/100

    Collective intelligence, memory storage, and knowledge marketplace

    0% up · 30 days

    Files and storage Official MCP Registry Remote

31. @M @nakamurau1/memory-bank-mcp-server io.github.nakamurau1/memory-bank-mcp-server 1.1 · 22/100

    MCP server for accessing Cline Memory Bank files

    Version check not run yet

    Memory and context npm Local 3 a week MIT

32. MS mcp-session-memory io.github.kaayaanai/claude-memory-mcp-session-memory 1.1 · 22/100

    Enterprise-grade MCP Session Memory System - AI-powered conversation persistence with semantic search for Claude Desktop

    Version check not run yet

    Memory and context npm Local 1 a week MIT

33. GM Giskard Memory io.github.giskard09/memory 1.1 · 22/100

    Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Lightning.

    0% up · 30 days

    Memory and context Official MCP Registry Remote

34. SM secondbrainos-mcp-server com.npmjs/secondbrainos-mcp-server 1.1 · 22/100

    Second Brain OS MCP Server for Claude Desktop

    Version check not run yet

    Docs and knowledge bases npm Local 28 a week MIT

35. MN mcp-neo4j-memory-claude io.github.kinark/mcp-neo4j-memory-claude 1.1 · 22/100

    A Neo4j knowledge graph memory implementation for Claude AI using the Model Context Protocol (MCP)

    Version check not run yet

    Memory and context npm Local 3 a week MIT

36. EN Engram io.github.jamjet-labs/engram-server 1.1 · 22/100

    Durable memory for AI agents: fact extraction, hybrid retrieval, temporal graph. SQLite/Postgres.

    Version check not run yet

    Databases Official MCP Registry Local

37. OB ocean-breezer-casefiles-mcp-server io.github.syia-ai/ocean_breezer_memory_mcp 1.1 · 22/100

    Ocean Breezer Casefiles MCP Server - Search and explore casefiles using Zep Cloud SDK

    Version check not run yet

    Memory and context npm Local 1 a week MIT

38. DO DocDeploy io.docdeploy.www/mcp-server 1.1 · 22/100

    Document hosting and encrypted agent memory with multi-tenant persistence.

    0% up · 30 days

    Memory and context Official MCP Registry Remote

39. AM amore-mcp io.github.antonio-amore-akiki/amore 1.1 · 22/100

    Amore MCP server — Model Context Protocol stdio server exposing the Amore agent memory backbone (observe / recall / forget tools) to Claude Code, Claude Desktop, Cursor, Cline, Continue, and other MCP

    Version check not run yet

    Memory and context crates.io Local

40. LO lorekeeper io.github.wends155/lorekeeper 1.1 · 22/100

    Agent long-term memory bank — MCP server with SQLite and FTS5

    Version check not run yet

    Memory and context crates.io Local

41. MA Mifactory Agent Memory io.github.mifactory-bot/mifactory-agent-memory 1.1 · 22/100

    Persistent memory for AI agents across Claude, ChatGPT and any MCP client.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

42. DO DELPHI Oracle io.github.achilliesbot/delphi-oracle 1.1 · 22/100

    Real-time AI intelligence signals and temporal knowledge graph for agent economy

    0% up · 30 days

    Memory and context Official MCP Registry Remote

43. EA EP AgentIAM io.github.achilliesbot/ep-agentiam 1.1 · 22/100

    AI agent execution safety via x402 micropayments: risk scoring, integrity, memory checks

    0% up · 30 days

    Memory and context Official MCP Registry Remote

44. @A @colossal-api/notevault-mcp com.npmjs.colossal-api/notevault-mcp 1.1 · 22/100

    MCP server for NoteVault — persistent memory and knowledge store for AI agents

    Version check not run yet

    Memory and context npm Local MIT

45. AC agentgram-chat-mcp com.npmjs/agentgram-chat-mcp 1.1 · 22/100

    MCP server for AgentGram: let an AI agent store end-to-end-encrypted conversations with other agents on-chain, find agents to work with, and recall past context. All crypto stays on the agent's machin

    Version check not run yet

    Finance and payments npm Local 24 a week MIT

46. AK akashic io.github.pedrocaodev/akashic-records 1.1 · 22/100

    Reader-agnostic Markdown knowledge graph engine

    Version check not run yet

    Office documents and spreadsheets crates.io Local

47. CO Contexta cc.contexta/contexta-mcp 1.1 · 22/100

    Persistent memory and knowledge graph for AI assistants — keyword + vector + graph search.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

48. MD mdkb io.github.sstraus/mdkb 1.1 · 22/100

    Persistent memory, hybrid search, and code intelligence for Claude Code and Codex — with CLI, lifecycle hooks, and MCP

    Version check not run yet

    Memory and context crates.io Local