Memory and context MCP servers

4,055 servers

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

Filter and sort these servers

Start from the first servers

1. SC sac-cli io.github.secemp9/sac 1.1 · 22/100

   Terminal-based AI coding agent — fork of NAC with extended backend support and context management

   Version check not run yet

   Coding agent tools crates.io Local

2. CA coding-agent-memory-mcp com.npmjs/coding-agent-memory-mcp 1.1 · 22/100

   Portable, local-first, markdown-based project memory — a Model Context Protocol (MCP) server + CLI shared across Claude Code, GitHub Copilot, Cursor, and Codex.

   Version check not run yet

   Memory and context npm Local 23 a week MIT

3. DC decision_cockpit io.github.pulko/layer 1.1 · 22/100

   Layer — product decision memory with MCP tools and an embedded review dashboard

   Version check not run yet

   Data warehouses and analytics crates.io Local

4. @M @vilovieta/mcp-memory com.npmjs.vilovieta/mcp-memory 1.1 · 22/100

   Compatibility stdio bridge to the authenticated MCP Scraper tool catalog at https://mcpscraper.dev/mcp

   Version check not run yet

   Memory and context npm Local 22 a week MIT

5. MM Mirror Memory MCP Server io.github.Tr1ckyMag1ca1/mcp-server 1.1 · 22/100

   Personal knowledge base MCP server with semantic search, auto-categorization, metadata extraction

   0% up · 30 days

   Docs and knowledge bases Official MCP Registry Remote

6. @M @steevenz/mcp-memory-pro com.npmjs.steevenz/mcp-memory-pro 1.1 · 22/100

   MCP Server with SQLite-backed knowledge graph memory

   Version check not run yet

   Memory and context npm Local MIT

7. @A @davidjinguoxu/agentcore io.github.david3xu/agentcore 1.1 · 21/100

   Local-first AI memory engine for multi-agent workflows — 17-tool MCP server. Zero config (LanceDB) or Azure (Cosmos + AI Search).

   Version check not run yet

   Cloud platforms npm Local 1 a week MIT

8. LI Lionscope io.github.risyadul/lionscope 1.1 · 21/100

   Android profiler and Layout Inspector: CPU, memory, frames, stalls, layouts, network, logcat

   Version check not run yet

   Memory and context Official MCP Registry Local

9. VR vein-recall io.github.diegozaluski/vein 1.1 · 21/100

   Shared memory system for AI agents and tools

   Version check not run yet

   Memory and context crates.io Local

10. MM mcp-memory-bank io.github.jackoman69/cursor_riper_memory_bank 1.1 · 21/100

    MCP Memory Bank server for Cursor IDE - A graph-based knowledge management system

    Version check not run yet

    Memory and context npm Local 2 a week ISC

11. @M @yulin0629/mcp-superassistant-proxy io.github.yulin0629/mcp-sse-proxy 1.1 · 21/100

    Enhanced fork of @srbhptl39/mcp-superassistant-proxy with improved memory management and session limits

    Version check not run yet

    Memory and context npm Local 23 a week

12. AM agentegram-mcp com.npmjs/agentegram-mcp 1.1 · 21/100

    MCP server for Agentegram: 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 machi

    Version check not run yet

    Finance and payments npm Local 21 a week MIT

13. @E @rohankumar4179/engram io.github.rohan911438/engram-cli 1.1 · 21/100

    engram — git for agent memory

    Version check not run yet

    Memory and context npm Local MIT

14. ME mem100x io.github.onetruejash/mem100x 1.1 · 21/100

    ⚡ The FASTEST MCP memory server ever built - 66k+ entities/sec with intelligent context detection

    Version check not run yet

    Memory and context npm Local 1 a week MIT

15. LM loci-mcp io.github.kylewmiller/loci 1.1 · 21/100

    Cognitive memory MCP server — persistent, structured, cross-session memory for AI agents

    Version check not run yet

    Memory and context crates.io Local

16. @M @praxisjs/mcp com.npmjs.praxisjs/mcp 1.1 · 21/100

    PraxisJS MCP server — docs, API reference, project inspection, validation and a versioned project memory for AI assistants

    Started and listed its tools

    Docs and knowledge bases npm Local 212 a week

17. AG agentlens io.github.nguyenphutrong/agentlens 1.1 · 21/100

    CLI tool to prepare codebases for AI agents by generating outlines, memory files, and reading rules

    Version check not run yet

    Developer tools crates.io Local

18. @C @ambih/coding-agent-memory com.npmjs.ambih/coding-agent-memory 1.1 · 21/100

    Memory for AI coding agents: the plans, tasks, decisions, rules and bugs your agents work through, recorded automatically, shared with your team, readable by every agent through MCP, with a dashboard.

    Version check not run yet

    Coding agent tools npm Local 20 a week APACHE-2.0

19. @M @jalipata/mcp-memory com.npmjs.jalipata/mcp-memory 1.1 · 21/100

    Agnostic persistent memory server for AI tools via MCP. Knowledge graph stored in SQLite with FTS5 keyword search, multi-tenant by namespace.

    Version check not run yet

    Memory and context npm Local 20 a week MIT

20. HA hansard com.npmjs/hansard 1.1 · 21/100

    Local-first memory layer for AI coding agents: archive, search, and recall Claude Code, Codex, and Cursor conversations and memory files, with an MCP server.

    Version check not run yet

    Memory and context npm Local 20 a week MIT

21. MI mixgram com.npmjs/mixgram 1.1 · 21/100

    General-purpose Markdown memory with collections, tags, text and semantic search over MCP and CLI.

    Version check not run yet

    Office documents and spreadsheets npm Local 20 a week MIT

22. BM brigid-mcp io.github.igmarin/brigid 1.1 · 21/100

    MCP server exposing brigid's checkpoint knowledge graph for AI assistants.

    Version check not run yet

    Memory and context crates.io Local

23. RM rugst-mcp io.github.harunya0/rugst 1.1 · 21/100

    MCP server for local semantic memory with Rugst, SQLite, and FastEmbed.

    Version check not run yet

    Databases crates.io Local

24. MM mimir-mcp io.github.buildepicshit/mimir 1.1 · 21/100

    Mimir MCP (Model Context Protocol) stdio server for governed local memory access.

    Version check not run yet

    Memory and context crates.io Local

25. VM VerifiedState Memory io.github.verifiedstate/verifiedstate-mcp 1.1 · 21/100

    Verified memory for AI agents. Signed assertions, billing attestation, session continuity.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

26. @P @longtengsong/product-memory-mcp com.npmjs.longtengsong/product-memory-mcp 1.1 · 21/100

    为 AI 编程助手构建结构化产品记忆的 MCP 知识图谱服务——让 AI 不再失忆。覆盖需求→设计→编码全流程，人类审查、图谱存储、任意 AI 会话随时查询

    Version check not run yet

    Memory and context npm Local 19 a week MIT

27. @O @zhangxianchao/opencode-local-memory com.npmjs.zhangxianchao/opencode-local-memory 1.1 · 21/100

    Pluggable local memory MCP server for OpenCode — remembers your project context across sessions

    Version check not run yet

    Memory and context npm Local 19 a week MIT

28. EV engram-vault-mcp com.npmjs/engram-vault-mcp 1.1 · 21/100

    Give your AI tool (Claude Code, Codex, Gemini CLI, Cursor) a memory you control: an MCP server that asks your Engram vault and holds no keys

    Version check not run yet

    Memory and context npm Local 19 a week MIT

29. MU multimodemind com.npmjs/multimodemind 1.1 · 21/100

    Multi-store memory layer for AI agents, exposed over MCP

    Version check not run yet

    Memory and context npm Local 19 a week MIT

30. ME memoryoss io.github.memoryosscom/memoryoss 1.1 · 21/100

    Memory for AI Agents — store, recall, update, forget

    Version check not run yet

    Memory and context crates.io Local

31. @S @awareness-sdk/local com.npmjs.awareness-sdk/local 1.1 · 21/100

    Local-first AI agent memory system. No account needed.

    Version check not run yet

    Memory and context npm Local 20 a week APACHE-2.0

32. @C @100xprompt/chitta com.npmjs.100xprompt/chitta 1.1 · 21/100

    Chitta - permission-aware memory for AI agents: a knowledge-graph + vector memory MCP server + SDK with per-user access control. Runs on Bun. By 100xprompt.

    Version check not run yet

    Memory and context npm Local 18 a week MIT

33. CO contextnudge com.npmjs/contextnudge 1.1 · 21/100

    Local-first personal memory layer for AI coding agents. Gives Copilot and other AI tools a private local memory of useful developer context.

    Version check not run yet

    Coding agent tools npm Local 18 a week MIT

34. @D @yellowdog-digital/skynet io.github.patgpt/skynet 1.1 · 21/100

    Advanced Model Context Protocol server with persistent memory using Memgraph and ChromaDB

    Version check not run yet

    Memory and context npm Local MIT

35. AM atheneum-mcp io.github.oldnordic/atheneum 1.1 · 21/100

    MCP server for Atheneum — agent memory and knowledge graph tools

    Version check not run yet

    Memory and context crates.io Local

36. @M @mako10k/mcp-memo io.github.mako10k/mcp-memo-stdio 1.1 · 21/100

    STDIO adapter that bridges the mcp-memory HTTP server to common MCP clients.

    Version check not run yet

    Memory and context npm Local 8 a week

37. CA CarScout com.usecarscout/mcp 1.1 · 21/100

    Search used car inventory, check NHTSA recalls, decode VINs, and manage automated search scouts.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

38. @A @ab_aswini/agent-kit-p1 com.npmjs.ab-aswini/agent-kit-p1 1.1 · 21/100

    The Supportive Office for your IDE's AI. Empowers Google Antigravity, Cursor, Copilot & Claude with 54 specialized agents, 69+ skills, Semantic AST Memory, and MCP native tools — zero external API key

    Starts, but breaks the protocol

    Developer tools npm Local 55 a week MIT

39. SF StackFast FractWin Expert Brain io.github.Trupe-Rs/expert-brain 1.0 · 21/100

    Expert knowledge base for sales, negotiation, strategy, operations, and risk.

    100% up · 30 days

    Memory and context Official MCP Registry Remote

40. OM omnimind com.npmjs/omnimind 1.0 · 21/100

    Proactive, cross-tool memory system for LLMs — 100% local, privacy-first

    Version check not run yet

    Memory and context npm Local 16 a week MIT

41. TX txamcp com.npmjs/txamcp 1.0 · 21/100

    Txa_MCP - Professional MCP Server & CLI for Local AI Context Management

    Version check not run yet

    Memory and context npm Local 16 a week MIT

42. JI jishuken io.github.mattt/jishuken 1.0 · 21/100

    Jishuken: self-verifying memory for agents, backed by fact files and an op log.

    Version check not run yet

    Files and storage crates.io Local

43. SM solver-mcp io.github.jfernand/solver-mcp 1.0 · 21/100

    MCP server exposing Pumpkin (CP) and microlp (LP/MILP) as an optimization brain for agents.

    Version check not run yet

    Memory and context crates.io Local

44. @W @surinder-with-ai/memory-bank-mcp io.github.going34/memory-bank-mcp-npm 1.0 · 21/100

    Memory Bank MCP server for AI assistants that automatically creates and updates memory banks

    Version check not run yet

    Memory and context npm Local 1 a week MIT

45. @M @iflow-mcp/baiganio-aperio com.npmjs.iflow-mcp/baiganio-aperio 1.0 · 21/100

    Personal AI memory layer — Postgres + MCP + Claude

    Version check not run yet

    Memory and context npm Local MIT

46. @M @mindmorass/mcp-phantom-brain com.npmjs.mindmorass/mcp-phantom-brain 1.0 · 21/100

    MCP phantom brain — unified memory, reasoning, and validation server

    Version check not run yet

    Memory and context npm Local 14 a week MIT

47. @N @nunchiai/nexus-mcp com.npmjs.nunchiai/nexus-mcp 1.0 · 21/100

    AMCP-compatible Agent Memory MCP server for Nexus.

    Version check not run yet

    Memory and context npm Local 14 a week MIT

48. @S @theglitchking/semantic-memory com.npmjs.theglitchking/semantic-memory 1.0 · 21/100

    Unified memory-layer plugin for Claude Code. One MCP server, multiple typed corpora (vault, code, plans, docs, research, project-map), unified cross-corpus knowledge graph, conditional tool registrati

    Version check not run yet

    Memory and context npm Local 14 a week MIT