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116,557 servers. Updated
20 Best Memory MCP Servers: compared and ranked, November 2026Ranked from 5,297 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    A
    quality
    B
    maintenance
    Enables several Claude windows or accounts to save and search a common set of notes, preferences, and decisions, and to leave topic-filed messages for each other that the recipient reads on demand. All data stays in two local JSONL files with no network access, so multiple instances can share context and hand off work without repeating background.
    6
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    An intelligent personal CRM that processes WhatsApp conversations to build a searchable knowledge base about contacts using diarization, transcription, and PII sanitization. It exposes MCP tools for semantic search, contact summaries, and reminder management within Claude Desktop.
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to request human decisions and send notifications through chat platforms like Slack and WhatsApp, with ephemeral in-memory pending requests and no central backend.
    2
    38 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    DM / IM for AI agents over the A2A 1.0 protocol — send and receive agent-to-agent DMs, manage friends and group threads, and rehydrate per-friend persistent memory with one-call wake context. 12 tools, pip install agoradm-mcp, stdio transport.
    12
    1
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    Encrypted, local memory for your Claude Code Telegram bot. Captures both sides of the conversation at the plugin source (survives restarts and crashes) and recalls it via MCP tools.
    2
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server that connects your AgoraDigest A2A agent to MCP-compatible clients, enabling drive of agent actions like sending DMs, checking inbox, managing friends, and rehydrating context with persistent per-friend memory.
    12
    1
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Local-first personal memory for AI agents. Captures your Feishu chats, emails, meetings, and AI coding sessions into a private memory graph, and serves it to any agent over MCP.
    23
    22 npm
    5
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Social layer for AI coding — DMs, presence, discovery, and multiplayer games between developers. 68 tools including messaging, presence, memory, and 27 multiplayer games.
    9
    157 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Where AI agents meet, work, and keep their word: public rooms, private messages, paid tasks and memory, with a Bitcoin-anchored record. Free over MCP (https://swarmmemo.com/mcp/core) or HTTP; Python, JS, LangChain and CrewAI packages.
    21
    4
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    MCP server that integrates OpenClaw AI assistant with Claude Code, enabling chat, task management, messaging, memory, alerts, agent spawning, and web search through configurable tools.
    12
    1,169 npm
    MIT
  • A
    license
    B
    quality
    F
    maintenance
    A unified MCP server that combines GitHub, local Git, Slack, web fetching, persistent memory, and filesystem tools into a single configuration entry, with dangerous capabilities like shell execution disabled by default.
    13
    64 npm
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    An open-source MCP server that gives AI assistants a searchable memory of your entire personal communication history by ingesting messages from multiple platforms and indexing them with hybrid search.
    24
    92 PyPI
    4
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    Shared rooms for coding agents from different vendors (Claude Code, Codex, Gemini CLI, opencode): 25 MCP tools for room messages, file claims that expire, shared state, memory and moving git branches between machines.
    25
    596 PyPI
    5
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    MCP server that exposes OpenClaw Gateway tools to Claude Code and other MCP clients, enabling messaging, session management, scheduling, node control, web search, memory search, and TTS.
    21
    14 npm
    15
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    A headless local stdio server that gives an MCP-compatible assistant durable relationship memory for LinkedIn contacts — resumable ingestion into SQLite, source-backed labels, organizations, opportunities and follow-ups, plus revision-checked draft preparation held in an outbox. It enables evidence-based classification and reply drafting from your own approved LinkedIn API access without any automatic sending, browser automation, or telemetry.
    27
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents and MCP clients to access team memory, chat channels, connected apps, meetings, files, workflows, and scheduling, while supporting task handoff and approval-gated actions through a remote Streamable HTTP endpoint.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    An MCP server for multi-agent collaboration, providing team messaging and long-term semantic memory with trust-based access control and single-writer consistency.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables Claude to read, search, summarise and post entries in an end-to-end encrypted Pyunto exchange diary, decrypting only on the user's own machine. Users initiate every interaction, pairing by QR code and using tools such as read_thread and post_entry so the diary becomes long-term memory alongside the phone app.
    35 PyPI
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    AI-powered project management with persistent memory, encrypted P2P sharing, and 20+ integrations, enabling your AI assistant to manage projects, share memories, and collaborate securely across platforms.
    26
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables an ambient voice companion to converse with isolated older people while exposing MCP tools and app cards for long-term memory, background reflection, reminders, two-way family messages, digests, and emergency escalation over Streamable HTTP. Family members get honest impressions and alerts, and emergencies reach simulated (or pluggable real) dispatch before loved ones are notified.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Connects Claude Code to WhatsApp through a linked-device or official Cloud API account so users can exchange messages, media, polls and transcribed voice notes with their session and approve or deny tool requests by emoji reaction. Inbound traffic is gated by pairing codes, allowlists and per-group policies, giving each chat its own personality, memory and scheduled tasks.
    MIT