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

  • Multi-Agent MCP Server

    jamalla
    F
    license
    -
    quality
    B
    maintenance
    Provides 7 tools for weather (geocoding, current conditions) and country data (capital, currency, population, dial code, flag) via Open-Meteo and CountriesNow APIs, designed for multi-agent AI systems.
    Last updated
    1

  • agent-memory-mcp

    Yarmoluk
    A
    license
    -
    quality
    B
    maintenance
    Enables persistent, graph-based memory for AI agents, allowing them to store, traverse, and recall relationships between facts, decisions, and context across sessions for efficient reasoning and reduced token usage.
    Last updated
    MIT

  • gcp-storage-mcp

    uysalserkan
    A
    license
    -
    quality
    C
    maintenance
    Enables interaction with Google Cloud Storage buckets and blobs through an MCP server, supporting operations like listing, uploading, searching, batch operations, and generating signed URLs.
    Last updated
    9
    Apache 2.0

  • With-MCP

    janwilmake
    A
    license
    -
    quality
    D
    maintenance
    Middleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.
    Last updated
    8
    34
    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

  • project-memory-mcp

    kaaustubh
    A
    license
    A
    quality
    A
    maintenance
    Local MCP server giving AI coding agents (Claude Code, Cursor, VS Code/JetBrains Copilot) a shared, persistent memory of your projects and every bug/issue faced during development. Stateless, plain-file storage (AGENTS.md + issues.jsonl) — no database.
    Last updated
    16
    520
    1
    MIT

  • repo-memory

    yubinkim444
    A
    license
    A
    quality
    B
    maintenance
    A different approach from typical persistent-memory MCPs. Instead of a local SQLite + embeddings store, the memory lives as plain files in a .ai-memory/ directory you commit to your repo (facts.jsonl, decisions/\*.md, gotchas.md). Git is the sync layer — what one Claude/Cursor/Cline learns about a repo, the next session (or a teammate's agent) picks up automatically. 5 MCP tools: get_rep
    Last updated
    5
    1
    MIT

  • mcp-multi-db

    mahAnuj
    A
    license
    A
    quality
    A
    maintenance
    Read-only MCP server for querying PostgreSQL, MySQL, and SQLite from AI agents — multi-database, safe by default.
    Last updated
    4
    18
    1
    ISC

  • celiums-memory

    terrizoaguimor
    A
    license
    A
    quality
    B
    maintenance
    Cognitive memory engine for AI agents with 5,100+ knowledge modules, circadian rhythm awareness, emotional state tracking (PAD model), and hybrid semantic search. Supports persistent per-user memory, project-scoped contexts, and multi-protocol access.
    Last updated
    26
    18
    Apache 2.0

  • base-multi-wallet-mcp

    lordbasilaiassistant-sudo
    A
    license
    A
    quality
    D
    maintenance
    Coordinated multi-wallet trading on Base. Create wallets, distribute funds, execute synchronized buys/sells, rebalance portfolios.
    Last updated
    8
    58
    1
    MIT

  • lean-memory

    Wuesteon
    A
    license
    A
    quality
    A
    maintenance
    Embedded, local-first agent memory: facts extracted into a per-namespace SQLite file (vec0 + FTS5) with hybrid retrieval and point-in-time (time-travel) queries. ADD-only history over stdio — no server process, no cloud dependency.
    Last updated
    16
    3
    47
    Apache 2.0