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"Multi-Agent Systems with Shared Memory Storage" matching MCP servers:

  • Agent Memory

    tverney
    A
    license
    A
    quality
    A
    maintenance
    MCP server that exposes agent-memory-daemon to any MCP-compatible client — Kiro (CLI & IDE), Claude Desktop, Cursor, and others. The daemon does the thinking (consolidation + extraction); this server is a thin filesystem bridge so agents can read, append, and search memory through the Model Context Protocol.
    Last updated
    4
    42
    4
    MIT

  • Supabase Storage MCP

    Desmond-Labs
    A
    license
    B
    quality
    D
    maintenance
    Enables secure file and bucket management operations with Supabase Storage through enterprise-grade security features, batch uploads/downloads, and comprehensive file management capabilities. Supports both local file paths and base64 data with advanced transformations and auto-download functionality.
    Last updated
    10
    MIT

  • mcp-ssh-multi

    gilberth
    A
    license
    A
    quality
    C
    maintenance
    MCP server for managing multiple SSH servers via AI assistants, offering tools for remote command execution, file operations, and system monitoring.
    Last updated
    11
    MIT
  • SAE4U Memory by Simple4uhq

    SAE4U Memoryofficial

    Simple4uhq
    A
    license
    A
    quality
    C
    maintenance
    Provides persistent memory for Claude with hierarchical categorization, cross-corpus recall, session journals, and customizable persona, enabling memory continuity across sessions.
    Last updated
    7
    MIT

  • Mneme Memory MCP

    ethos-zero
    A
    license
    A
    quality
    B
    maintenance
    A local-first shared memory layer for MCP-aware agents like Claude, Codex, and Hermes, enabling persistent memory across chats and clients via Markdown files and SQLite FTS.
    Last updated
    6
    2
    MIT

  • auxly-memory-cli

    Tzamun-Arabia-IT-Co
    A
    license
    -
    quality
    B
    maintenance
    Local-first, file-based memory layer for AI agents — one shared Markdown vault across Claude, Codex, Gemini, Cursor and any MCP client. Provides read/write memory tools with an audit trail, per-agent trust levels, and Git sync; no cloud and no lock-in.
    Last updated
    2
    MIT

  • Memory MCP Server

    inchan
    A
    license
    -
    quality
    D
    maintenance
    Exposes local persistent memory as an MCP server with Markdown storage, PARA organization, Zettelkasten linking, and SQLite FTS5 search. Enables Claude and other MCP-compatible agents to store, organize, and retrieve knowledge with context-based recommendations through the Olima association engine.
    Last updated
    35
    2
    MIT

  • mimoe-agent

    dcaicedo
    F
    license
    -
    quality
    C
    maintenance
    MCP server for the mimOE AI Agent, enabling on-device tools like device discovery, network insight, and persistent note storage via natural language.
    Last updated

  • layer-memory

    Dante926
    F
    license
    -
    quality
    B
    maintenance
    A local-first, Markdown-native AI agent layered memory system that provides MCP tools for storing, recalling, exporting, and importing memories with types like working, persona, and fact.
    Last updated

  • Agent Ransack MCP

    amrsohil
    A
    license
    A
    quality
    C
    maintenance
    Enables Cursor's AI agent to perform supercharged local file search on Windows by connecting to Agent Ransack via MCP, supporting content and filename searches, regex, and deep folder scans.
    Last updated
    1
    MIT