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Memory MCP servers

1,410 memory MCP servers, ranked by popularity. Each listing has copy-paste install for Claude Code, Cursor, VS Code, Claude Desktop and Windsurf. Page 23 of 30.
  1. AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node

    Maintained0Pythonstdio
  2. In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.

    Maintained0remote
  3. Veritap Lockerveritap-dev

    Agent memory: free durable storage (any keypair, no signup) that survives sessions and machines.

    Maintained0remote
  4. Vibsyncloosedays

    One shared brain for your AI coding agents: team memory, agent Q&A, tasks, and file claims.

    Maintained0remote
  5. Web Intelligenceernestalabs

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

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  6. Extract clean markdown from any URL. Removes boilerplate. For RAG pipelines. x402.

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  7. What fills your agent's context window before a session starts: skill descriptions, memory files.

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  8. Wickedchoaticpixels

    The whole Wicked suite for agents: trading, DeFi/token risk, identity, reputation, memory. x402.

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  9. Wigglejamesonhussey

    Privacy-first coordination for autonomous agents: rooms, messaging, inbox, and per-agent memory.

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  10. Writespacewrite-space

    Persistent docs and memory for AI agents — read, write, organize & search a shared workspace.

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  11. The structured memory layer your AI is missing. Requires the free Wuniq desktop app.

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  12. Yapsrichawo

    Transcription, subtitles, meeting transcripts, translation, audio conversion, and private memory.

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  13. Zdravoaizdravo-ai

    Persistent AI memory for Cursor. Save and search memories via Zdravo.

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  14. Zhijixfhxxffhh224

    Chinese-first brain-inspired memory MCP — hybrid recall, 7-layer user profile, workspace assembly.

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  15. Zipmemahmetakyurt

    Local long-term memory for terminal coding agents: blueprints, code anchors and distilled lessons in one JSON file, restoring project context across sessions.

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  16. Ztdsmoxno

    Open standard MCP server for Zero-Trust Data Sanitization (ZTDS RFC v1.0). In-memory PII masking.

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  17. alethecheddyflores100-lang

    Read-only MCP bridge for alethech — verifiable, Ed25519-signed agent memory over stdio.

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  18. amu-pgvectorsangaraju1988

    Lineage-gated agent memory tools on Postgres + pgvector, enforced by row-level security.

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  19. braindebashishthakur

    Your Obsidian vault as private, searchable memory for Claude, Cursor, Hermes and any MCP client

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  20. cogvaultnbibikov

    Local hybrid-search memory for AI agents over plain Markdown. Multi-tenant, offline, no LLM.

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  21. Natural-language queries over a verified emissions knowledge graph, plus standards validation

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  22. darwin-memorogermsc

    Self-curating agent memory kept honest by survival-based selection over measured outcomes.

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  23. Remembers why you approved, edited or rejected your agent's drafts; recalls the closest corrections

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  24. garnettarazou9

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

    Maintained0.NETstdio
  25. github-twinchristopherdavenport

    Personal RAG over your GitHub history (commits, code, reviews), served to Claude Code over MCP.

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  26. memory-boostarnaugonzalez

    Markdown memory for coding agents that audits itself: drift reports and session digests.

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  27. memsproutmemsprout

    shared AI-context layer for teams — persistent memory your agents search and update over MCP

    Maintained0remote
  28. metabrainariaxhan

    MCP server giving AI agents persistent SQLite memory that proves which lessons hold.

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  29. myBrainmybrain-ai

    Your personal knowledge base and memory for AI agents: search, explore and feed your myBrain.

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  30. Shared cross-LLM long-term memory over MCP: semantic recall, sessions, and media (pgvector).

    Active0remote
  31. projectstateerikkerkvliet

    Per-project memory for AI agents: decisions, attempts, tasks, ranked recall. Paid per call via x402.

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  32. repo-memoryumarjaum

    Persistent local memory for MCP-compatible AI coding agents, stored per repository in SQLite.

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  33. Shared, serverless, conflict-free knowledge-graph memory for AI agents

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  34. sync82oito2

    Persistent, structured project memory for AI coding agents, stored locally in SQLite.

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  35. sysmcparunmm8335

    Live Linux host signal (CPU, memory, processes, network, optional eBPF) for MCP clients.

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  36. tollboothchrzanowy

    Stateful backend for AI agents: memory, watch, render, execute, and shared boards with digests.

    Maintained0Dockerremote
  37. Aiagentsbaythomasjumper

    StremAI MCP: shared memory for AI coding agents. OAuth-first hosted MCP with a local stdio fallback for Claude Code, Codex, Cursor, and other MCP clients.

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  38. Ainoteseunghan91

    MCP server for AI Note - Tasks, Dev Docs, and multi-device file sync (CLAUDE.md, memory files, Cursor rules, Windsurf rules)

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  39. Brainseritalien

    Verifiable Memory-as-a-Service for AI Agents — MCP server with local SQLite or cloud mode

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  40. Brainfeatherbrainfeatherai

    Long-term memory for AI coding agents: durable project facts, recalled by every MCP client.

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  41. Persistent codebase intelligence that gives AI assistants memory across sessions

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  42. Synchronexkmdesle

    Connect any AI agent to your Synchronex workspace — portable memory, decisions, and workers.

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  43. Exact IBAN, VAT, cron, regex answers; HTML/URL to hosted PDF or screenshot; agent memory; workflows.

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  44. Persistent memory layer for AI agents. Sub-100ms recall, semantic search, knowledge graphs.

    Staleremote
  45. Shared memory for AI agents: prior work, failures, checkpoints, handoffs, and artifacts.

    Activeremote
  46. Persistent cloud memory for AI agents. Store and search key-value memories across sessions.

    Staleremote
  47. AI 與科技名詞白話解釋:MCP、RAG、AI 代理人等名詞的白話定義。台灣繁體中文 MCP 工具。

    Activeremote
  48. Decision arbitration, action routing, workflow control, deployment remediation, persistent memory.

    Activeremote

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