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Memory and context MCP servers

3,932 servers

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

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  1. Diffbot io.github.pipeworx-io/diffbot

    Diffbot MCP — Knowledge Graph company enrichment + web content extraction (diffbot.com)

    100% up · 30 days

    Web search and scraping Official MCP Registry · npm Remote 11 a week MIT

  2. Goldhold io.github.jerrysrodz/goldhold

    Persistent memory for AI agents. Search, store, and recall across sessions.

    100% up · 30 days

    Memory and context Official MCP Registry · npm Local Remote 35 a week PROPRIETARY

  3. sepia-mcp io.github.michael-obele/sepia-sepia-mcp

    Self-contained MCP server for Sepia — a personal knowledge-graph memory server. Talks to the Sepia REST API (SEPIA_URL + SEPIA_API_KEY); stdio or HTTP transport.

    Version check not run yet

    Memory and context npm Local 1.2k a week MIT

  4. Purmemo io.github.purmemo-ai/purmemo

    AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall context everywhere.

    Version check not run yet

    Memory and context Official MCP Registry Local

  5. Ai Inspector io.github.cocaxcode/ai-context-inspector

    Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and memories.

    Version check not run yet

    Memory and context Official MCP Registry · npm Local 24 a week MIT

  6. Sprintra io.github.Sprintra-io/sprintra

    The project brain for AI coding agents — memory, decisions, sprints, knowledge base via MCP.

    100% up · 30 days

    Coding agent tools Official MCP Registry · npm Local Remote 10 a week MIT

  7. Memocall io.github.baodq06/memocall

    Recall past Claude Code conversations from any project as clean, compact Markdown.

    Version check not run yet

    Office documents and spreadsheets Official MCP Registry · npm Local 10 a week MIT

  8. pi-code io.github.ilovepixelart/pi-code

    Claude Code experience for the pi coding agent: reads your .claude config (rules, commands, skills, hooks, output styles, MCP servers, agents) and adds todo, checkpoints, memory, web, subagents, and g

    Version check not run yet

    Project management npm Local 1.1k a week MIT

  9. @agentcairn/mcp-server io.github.itsmemac/agentcairn-mcp-server

    Agent Cairn server: MCP endpoint, JSON API and dashboard for shared agent memory.

    Version check not run yet

    Memory and context npm Local 1k a week MIT

  10. 0xray io.github.0xrayai/xray

    Three-subsystem autonomous engine. The suit powers the agent you already run: memory, judgement, payments, and the wake.

    Version check not run yet

    Memory and context npm Local 1k a week MIT

  11. myrmo-mcp io.github.martinm10/myrmo-myrmo-mcp

    Myrmo MCP server: gives Claude Code, Cursor, Windsurf and any MCP client a shared memory of solved errors. Search fixes other AI agents found, report outcomes, publish new ones.

    Version check not run yet

    Memory and context npm Local 1k a week APACHE-2.0

  12. Allen Brain io.github.pipeworx-io/allen-brain

    Gene expression experiments and the brain structure ontology from the Allen Institute's Brain…

    100% up · 30 days

    Memory and context Official MCP Registry · npm Remote 9 a week MIT

  13. Engram Cc io.github.Morous-Dev/engram-cc

    Universal AI coding assistant memory — session handoff, SLM compression, and semantic retrieval.

    Version check not run yet

    Coding agent tools Official MCP Registry · npm Local 29 a week AGPL-3.0-ONLY

  14. Locus io.github.EDKarlsson/locus

    Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.

    Version check not run yet

    Office documents and spreadsheets Official MCP Registry Local

  15. Archetypal Ai io.github.archetypal-ai/archetypal-ai

    Persistent memory for AI agents. recall, remember, checkpoint — soul preservation.

    Version check not run yet

    Memory and context Official MCP Registry · npm Local 24 a week MIT

  16. memspec io.github.siimvene/memspec

    Structured memory for AI agents - spec plus CLI

    Version check not run yet

    Memory and context npm Local 970 a week MIT

  17. Ordali Memory io.github.robin-deruyck/mcp-ordali-memory

    MCP server for Ordali memory: SQLite-backed project memory and governance traces.

    Version check not run yet

    Memory and context Official MCP Registry · npm Local 19 a week ISC

  18. Neurohive io.github.AdelElo13/neurohive

    Multi-agent memory intelligence with expertise tracking and conflict detection

    Version check not run yet

    Memory and context Official MCP Registry · npm Local 13 a week MIT

  19. Mnemon io.github.nikitacometa/mnemon-mcp

    Persistent layered memory for AI agents. SQLite FTS5, fact versioning, zero-cloud.

    Version check not run yet

    Databases Official MCP Registry · npm Local 26 a week MIT

  20. sdlc-agent-4-enterprise-server io.github.dnguyenminh/sdlc-agents-4-enteprise

    Code Intelligence MCP Server — multi-agent SDLC pipeline with semantic memory, code graph, and draw.io integration

    Version check not run yet

    Developer tools npm Local 924 a week MIT

  21. @tekmidian/pai io.github.mnott/pai

    PAI Knowledge OS — Personal AI Infrastructure with federated memory and project management

    Version check not run yet

    DevOps and infrastructure npm Local 913 a week MIT

  22. Openfuse io.github.openfused/openfuse-mcp

    Encrypted mail, shared memory, and persistent context for AI agents.

    Version check not run yet

    Email Official MCP Registry · npm Local 14 a week MIT

  23. trantor io.github.sashabogi/trantor

    The hub-world for AI agent crews — orchestrate Claude Code, Codex, GLM, Kimi, DeepSeek & any OpenRouter model as live crews with a plan-aware Advisor, a Kanban/flow command center, a testing gate, and

    Version check not run yet

    Model and agent tools npm Local 906 a week MIT

  24. Phototology com.phototology/mcp

    Persistent memory for visual intelligence. A photo registry: analyze once, look up free after that.

    Version check not run yet

    Memory and context Official MCP Registry · npm Local 8 a week MIT

  25. Swarmmesh io.github.RudrenduPaul/swarmmesh

    Multi-agent context sharing, memory, and status coordination via MCP tools.

    Version check not run yet

    Memory and context Official MCP Registry · npm Local 8 a week MIT

  26. Timps io.github.Sandeeprdy1729/timps

    Persistent memory with contradiction detection, burnout monitoring, and 69 intelligence tools.

    Version check not run yet

    Memory and context Official MCP Registry · npm Local 8 a week MIT

  27. Agentics io.github.agenticstechnologies/agentics

    Shared memory for AI agents, with a receipt for every write. Hosted MCP at agentics.you/mcp.

    100% up · 30 days

    Memory and context Official MCP Registry · npm Remote 8 a week MIT

  28. @appsoftwareltd/etherpk-mcp io.github.appsoftwareltd/etherpk-client-mcp

    EtherPK Headless Client: an MCP server over a synced knowledge graph, run beside the agent on the user's own machine.

    Version check not run yet

    Browser automation npm Local 900 a week ELASTIC-2.0

  29. Recite MCP io.github.rivradev/recite-mcp

    Local MCP server for Recite receipt processing with ledger and memory tools.

    Version check not run yet

    Memory and context Official MCP Registry · PyPI Local

  30. moflo io.github.eric-cielo/moflo

    MoFlo — AI agent orchestration for Claude Code. A standalone, opinionated toolkit with semantic memory, learned routing, gates, spells, and the /flo issue-execution skill.

    Version check not run yet

    Model and agent tools npm Local 839 a week MIT

  31. @presidio-dev/agent-memory io.github.kishan0725/agentmemory-openmemory-js

    Long-term memory engine for AI agents

    Version check not run yet

    Memory and context npm Local 828 a week APACHE-2.0

  32. @alarv/lethe io.github.alarv/lethe

    A memory harness for coding agents that forgets on purpose.

    Version check not run yet

    Coding agent tools npm Local 820 a week APACHE-2.0

  33. Memory io.github.yuvalsuede/memory-mcp

    Persistent memory + git snapshots for Claude Code. Never lose context or code.

    Version check not run yet

    Memory and context Official MCP Registry · npm Local 54 a week MIT

  34. @askexenow/exe-os io.github.askexe/exe-os

    AI employee operating system — persistent memory, task management, and multi-agent coordination for Claude Code.

    Version check not run yet

    Project management npm Local 808 a week SEE-LICENSE-IN

  35. Fusionpact Vectordb io.github.atul-fusionpact/fusionpact-vectordb

    Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG.

    Version check not run yet

    Model and agent tools Official MCP Registry · npm Local 26 a week APACHE-2.0

  36. Midas io.github.vornicx/midas

    Local-first, source-traceable agent memory — no LLM at ingest, fully offline

    Version check not run yet

    Memory and context Official MCP Registry · npm · PyPI Local 7 a week APACHE-2.0

  37. mcp-agent-memory io.github.tverney/mcp-agent-memory

    MCP server exposing agent-memory-daemon to Kiro, Claude Desktop, Cursor, and any MCP-compatible client.

    Version check not run yet

    Memory and context npm Local 217 a week MIT

  38. Memforge Memory io.github.volsier/memforge-memory

    Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semantic search.

    Version check not run yet

    Coding agent tools Official MCP Registry · npm Local 8 a week MIT

  39. hippo-memory io.github.kitfunso/hippo-memory

    Make your agent's memory work like a brain. Hippo is long-term memory for coding agents.

    Version check not run yet

    Memory and context npm Local 709 a week MIT

  40. ProofGraph (Antigravity MCP) io.github.AI-BuildInfra/proof-graph

    Evidence-first entity and knowledge graph MCP server for AI agents to verify claims.

    Not checked yet

    Memory and context Official MCP Registry · npm 6 a week MIT

  41. Session Forge io.github.420247jake/session-forge

    Persistent memory and session intelligence for AI coding assistants. Zero config.

    Version check not run yet

    Coding agent tools Official MCP Registry · npm Local 23 a week MIT

  42. Graphify io.github.Graphify-Labs/graphify

    Search indexed code, trace dependencies, assess change impact, and recall repository memory.

    100% up · 30 days

    Memory and context Official MCP Registry · GitHub MCP Registry Remote

  43. @chiefmojo/cavemem io.github.chiefmojo/cavemem

    Cross-agent persistent memory with compressed storage. Plug-and-play memory for Claude Code, Gemini CLI, OpenCode, Codex, Cursor, GitHub Copilot, Augment Code, Antigravity, and IBM Bob.

    Version check not run yet

    Memory and context npm Local 694 a week MIT

  44. @schlessera/brain io.github.schlessera/brain-kit-core

    File-first personal knowledge base operated by coding agents: CLI, hybrid search, MCP server, skills

    Version check not run yet

    Docs and knowledge bases npm Local 679 a week MIT

  45. mcp-rag-memory io.github.adyoi/mcp-rag-memory

    RAG + Context Management MCP server: long-term memory, vector storage, knowledge retrieval. Run with npx, zero external APIs.

    Version check not run yet

    Search and retrieval (RAG) npm Local 677 a week MIT

  46. Wisdomgraph io.github.cklam12345/wisdomgraph

    Neo4j-native DIKW memory for Claude Code — knowledge that compounds across sessions

    Version check not run yet

    Databases Official MCP Registry · npm Local 10 a week MIT

  47. Performance Co-Pilot io.github.major/pcp

    Query system performance metrics via MCP - CPU, memory, disk I/O, network, processes

    Version check not run yet

    Monitoring and observability Official MCP Registry · PyPI Local MIT

  48. agent-trellis io.github.paul-leo/trellis

    A unified Code Agent Runtime for Skills, MCP, Memory, and shared instructions across Claude Code, Codex, Kiro, pi, Kimi Code, and ZCode.

    Version check not run yet

    Memory and context npm Local 651 a week MIT