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Memory and context MCP servers

3,933 servers

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

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  1. @indodax-mcp/mcp-testing io.github.d1zzy4/indodax-mcp-02mab0

    In-memory, stdio, and HTTP MCP test harnesses.

    Version check not run yet

    Developer tools npm Local 646 a week SSPL-1.0

  2. Memory io.github.chenxiaofie/memory-mcp

    情景+实体记忆 MCP 服务，为 Claude Code 提供持久化记忆能力

    Version check not run yet

    Memory and context Official MCP Registry · PyPI Local

  3. @heyditto/cli io.github.ditto-assistant/ditto-cli

    Ditto Memory CLI — save, search, fetch, and traverse the Ditto memory graph from the shell.

    Version check not run yet

    Memory and context npm Local 630 a week MIT

  4. Memori io.github.MemoriLabs/memori-mcp

    Memori MCP server — persistent AI memory with recall and augmentation tools

    Version check not run yet

    Memory and context Official MCP Registry · npm Local 14 a week MIT

  5. Rlhf Feedback Loop io.github.IgorGanapolsky/rlhf-feedback-loop

    RLHF feedback loop for AI agents. Capture signals, promote memories, block mistakes, export DPO.

    Version check not run yet

    Memory and context Official MCP Registry Local

  6. tiramisu io.github.buildsip/tiramisu-cli

    Coding agent memory in Git

    Version check not run yet

    Memory and context npm Local 614 a week APACHE-2.0

  7. @everworker/oneringai io.github.aantich/oneringai

    Unified TypeScript AI agent library with multi-vendor models, tools, memory, media, and pluggable OneRingAI/Codex agent runtimes

    Version check not run yet

    Memory and context npm Local 612 a week MIT

  8. Skopik com.skopik/mcp

    Your org's AI agents, tasks, runs, search, and brain files as MCP tools and resources.

    0% up · 30 days

    Files and storage Official MCP Registry · npm Local Remote 5 a week MIT

  9. Grith io.github.dario933/grith-mcp

    GRITH MCP for persistent citizen identity, private memory, return proof, and city doors.

    100% up · 30 days

    Memory and context Official MCP Registry · npm Remote 5 a week MIT

  10. Total Agent Memory io.github.vbcherepanov/total-agent-memory

    Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall

    Version check not run yet

    Memory and context Official MCP Registry · npm Local 5 a week MIT

  11. LinkLore io.linklore/llre

    AI-native structured memory for agents (MCP). Built for agents, not humans.

    Version check not run yet

    Memory and context Official MCP Registry · npm Local 5 a week ELASTIC-2.0

  12. Achiote tech.kyanitelabs/achiote

    Food-memory reconstruction: recreate childhood dishes with ingredients available where you are.

    Not checked yet

    Food and drink Official MCP Registry · npm 5 a week BUSL-1.1

  13. Strata io.github.agenerationforwordz-tech/strata

    Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.

    Version check not run yet

    Memory and context Official MCP Registry · npm Remote 7 a week SEE-LICENSE-IN

  14. garnet-mcp io.github.tarazou9/garnet-mcp

    RAG memory for LLM agents over Garnet Vector Sets: store text as embeddings, recall by meaning.

    Version check not run yet

    Search and retrieval (RAG) Official MCP Registry · NuGet Local MIT

  15. foxcache-ai io.github.pooriaarab/foxcache

    Capture your own AI chats, projects, memories and preferences into your browser.

    Version check not run yet

    Browser automation npm Local 582 a week MIT

  16. Memory io.github.shackleai/memory

    Persistent memory for AI coding tools. 11 tools for any MCP-compatible AI tool.

    Version check not run yet

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

  17. Memdata io.github.thelabvenice/memdata

    Persistent memory for AI agents. Store context, retrieve it semantically.

    Version check not run yet

    Memory and context Official MCP Registry · npm Local 15 a week MIT

  18. DevTime io.github.Shakargy/devtime

    Local-first, read-only MCP server for evidence-backed repository memory.

    Version check not run yet

    Git and code hosting Official MCP Registry Local

  19. Tokenmizer io.github.Shweta-Mishra-ai/tokenmizer

    Graph-backed session memory for LLMs: checkpoint, resume, file analysis, token-savings stats.

    Version check not run yet

    Memory and context Official MCP Registry Local

  20. Chaos Cypher io.github.chaoscypherinc/chaoscypher

    Local-first knowledge graphs from your documents: build, search (GraphRAG) and edit on your machine.

    Version check not run yet

    Office documents and spreadsheets Official MCP Registry Local

  21. IHMT Memory io.github.gonzaroman/ihmt-memory

    Long-term memory for AI coding agents, stored as a tree of plain local files.

    Version check not run yet

    Memory and context Official MCP Registry Local

  22. Graph-MIND io.github.goyohan0611-png/graph-mind

    Shared memory for Claude Code, Codex, Cursor, Gemini CLI and more, kept verbatim on your own PC.

    Version check not run yet

    Memory and context Official MCP Registry Local

  23. GraphPilot io.github.graphpilot-oss/graphpilot

    Structural memory for coding agents: callers, callees, blast radius and symbols over MCP.

    Version check not run yet

    Coding agent tools Official MCP Registry Local

  24. Memtether io.github.lanbass869-cell/memtether

    Cross-client AI memory hub: agents share one SQLite memory.db via file-level pointers.

    Version check not run yet

    Databases Official MCP Registry Local

  25. Droste io.github.lorismascio17/droste-memory

    Local code exploration with progressive zoom and measured token budgets.

    Version check not run yet

    Memory and context Official MCP Registry Local

  26. Tradememory io.github.mnemox-ai/tradememory-protocol

    Tamper-evident decision audit trail and outcome-weighted memory for AI trading agents.

    Version check not run yet

    Memory and context Official MCP Registry Local

  27. Palinode io.github.phasespace-labs/palinode

    Inspectable, correctable project memory in git-versioned Markdown for AI agents.

    Version check not run yet

    Git and code hosting Official MCP Registry Local Remote

  28. GPU MCP Server io.github.pmady/gpu-mcp-server

    NVIDIA GPU metrics as MCP tools — utilization, memory, temperature, power. Supports MIG.

    Version check not run yet

    Monitoring and observability Official MCP Registry · Go modules Local

  29. Projectmem io.github.riponcm/projectmem

    Coding agent memory — one local MCP server for every project. Warns before repeating failed fixes.

    Version check not run yet

    Memory and context Official MCP Registry Local

  30. YourMemory io.github.sachitrafa/yourmemory

    Persistent memory for AI agents. Memories decay with time and strengthen on recall.

    Version check not run yet

    Memory and context Official MCP Registry Local

  31. Vectr io.github.swapnanil/vectr

    Semantic codebase search + persistent working memory for AI code editors. Local, no API key.

    Version check not run yet

    Developer tools Official MCP Registry Local Remote

  32. Lybrary io.github.vibhu-dixit/lybrary

    Local codebase memory and repository code search for Codex, Claude Code, and MCP coding agents.

    Version check not run yet

    Developer tools Official MCP Registry Local

  33. MindCore Memory MCP io.github.woshilaohei/mindcore-memory

    AI long-term memory MCP server with importance scoring and confidence calibration

    Version check not run yet

    Memory and context Official MCP Registry Local

  34. @tpsdev-ai/flair-mcp io.github.tpsdev-ai/flair-flair-mcp

    MCP server for Flair — persistent memory for Claude Code, Cursor, and any MCP client.

    Version check not run yet

    Memory and context npm Local 546 a week APACHE-2.0

  35. @everme/memory-mcp io.github.evermind-ai/everme-memory-mcp

    EverMe memory plugin — generic MCP server for any MCP host (Cursor, Cline, generic JSON-RPC clients). Hosts with native plugin formats (Claude Code, OpenClaw) have their own packages.

    Version check not run yet

    Memory and context npm Local 536 a week APACHE-2.0

  36. Memory MCP Server io.github.j0hanz/memory-mcp

    SQLite-backed MCP server for persistent memory, full-text retrieval, and graph traversal.

    Version check not run yet

    Memory and context Official MCP Registry · npm Local 20 a week MIT

  37. synomem io.github.coaden/synomem

    Shared memory, durable communication, recognition, and task coordination for AI agents

    Version check not run yet

    Project management npm Local 523 a week MIT

  38. Adam Framework io.github.strangeadvancedmarketing/adam-framework

    Persistent memory tools for Claude Desktop. Search your vault or Obsidian notes mid-conversation.

    Version check not run yet

    Docs and knowledge bases Official MCP Registry · PyPI Local MIT

  39. Central Intelligence io.github.AlekseiMarchenko/central-intelligence

    Persistent memory for AI agents. Store, recall, and share knowledge across sessions.

    Version check not run yet

    Memory and context Official MCP Registry · npm Local 10 a week APACHE-2.0

  40. Engram io.github.spectra-g/engram

    MCP adapter for Engram - organizational memory for AI agents

    Version check not run yet

    Memory and context Official MCP Registry · npm Local 27 a week SEE-LICENSE-IN-../LICENSE

  41. Thronglets io.github.Shangri-la-0428/thronglets

    P2P shared memory substrate for AI agents — stigmergic knowledge network via libp2p

    Version check not run yet

    Memory and context Official MCP Registry · npm Local 4 a week MIT

  42. Provenio — Art Intelligence io.github.mildo-ai/provenio

    Art provenance intelligence — 282K-node knowledge graph with cited answers and honest gaps.

    0% up · 30 days

    Memory and context Official MCP Registry · npm Remote 4 a week MIT

  43. megg io.github.toruai/megg-aqf2m8

    Git-native memory for AI agents — markdown knowledge in .megg/ folders that travels with your repo. MCP server + CLI for Claude Code.

    Version check not run yet

    Git and code hosting npm Local 497 a week MIT

  44. @anona-labs/magpie-local io.github.anonalabs/magpie-local

    A local memory store for magpie: your captures on your own machine, searchable, and readable by Claude over MCP.

    Version check not run yet

    Memory and context npm Local 493 a week MIT

  45. megamemory io.github.0xk3vin/megamemory-m9j5wc

    MCP server that gives coding agents persistent project understanding via a knowledge graph

    Version check not run yet

    Coding agent tools npm Local 135 a week MIT

  46. memoryrail io.github.outversus/memoryrail

    Git-native project memory for coding agents. Plain Markdown in your repo, readable by people and any MCP-capable agent.

    Version check not run yet

    Git and code hosting npm Local 488 a week MIT

  47. Agent Memory io.github.kira-autonoma/agent-memory-mcp

    Agent memory MCP server with provenance tracking, decay-weighted recall, and feedback loops.

    Version check not run yet

    Memory and context Official MCP Registry · npm Local 12 a week MIT

  48. Memory Nexus io.github.KairosMobius/memory-nexus-mcp

    Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

    Version check not run yet

    Memory and context Official MCP Registry · npm · PyPI Local 11 a week MIT