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"A simple memory MCP server with read/write tools and vector database search" matching MCP servers:

  • Vector Memory MCP

    Xsaven
    A
    license
    -
    quality
    D
    maintenance
    A secure vector-based memory server that provides persistent semantic memory for AI assistants using sqlite-vec and sentence-transformers. It enables semantic search and organization of coding experiences, solutions, and knowledge with features like auto-cleanup and deduplication.
    MIT

  • claude-database-tools

    Cyronius
    A
    license
    A
    quality
    D
    maintenance
    A SQL Server CLI and MCP server for Claude Code that supports standard SQL Server authentication for database interaction and management. It enables users to perform schema exploration, execute queries, and manage data records with built-in SQL injection prevention.
    12
    5
    MIT

  • Simple Memory MCP

    eragonht1
    A
    license
    -
    quality
    D
    maintenance
    Enables AI assistants to store and retrieve persistent memories with a web management interface. Supports creating, searching, and managing memories through natural language commands or a visual web dashboard.
    22
    1
    MIT

  • MCP Database Server

    JuanYin1
    A
    license
    -
    quality
    D
    maintenance
    Provides Claude with direct access to databases including SQLite, SQL Server, PostgreSQL, and MySQL, enabling execution of SQL queries and table management through natural language.
    706
    1
    MIT

  • Search Tools MCP Server

    voxmenthe
    A
    license
    B
    quality
    D
    maintenance
    Enables intelligent code analysis and search across repositories using the CodeRank algorithm (inspired by PageRank) to identify critical modules, trace dependencies, find code hotspots, and perform context-aware keyword searches with importance-ranked results.
    21
    32
    Apache 2.0

  • figma-mcp-write-server

    oO
    F
    license
    -
    quality
    D
    maintenance
    An MCP server that provides write access to Figma through the Plugin API, enabling AI agents to create, modify, and manage Figma designs programmatically.
    23

  • Simple MCP Server

    TanvirIslam-BD
    F
    license
    -
    quality
    C
    maintenance
    A calculator MCP server providing add and subtract tools, along with file resources and a code review prompt, supporting in-memory, HTTP, and STDIO transports. It also includes a LangGraph ReAct agent example that uses the tools.

  • mcp-database

    AimanFadillah
    A
    license
    A
    quality
    C
    maintenance
    Read-only MySQL/MariaDB MCP server for running SELECT queries safely, with automatic read-only enforcement and query limits.
    3
    4
    MIT

  • simple-MCP

    ygdcz
    F
    license
    A
    quality
    C
    maintenance
    A minimal MCP server that exposes a single tool to query local hardware information (OS, CPU, memory, architecture).
    1

  • Simple MCP Server

    ilil1
    A
    license
    B
    quality
    D
    maintenance
    A minimal MCP server implementation demonstrating basic tool integration with example functions like greetings, version info, and system information. Supports both HTTP and stdio transports for connecting AI clients.
    3
    MIT

  • mcp-database

    jovian-zhibai
    A
    license
    -
    quality
    B
    maintenance
    MCP server for querying and managing multiple databases (SQLite, PostgreSQL, MySQL) with read-only mode and schema inspection.
    MIT

  • Simple Python MCP Server

    rb58853
    A
    license
    -
    quality
    D
    maintenance
    A simple MCP server implementation in Python using FastMCP and FastAPI, providing streamable HTTP transport with optional OAuth authorization for tools like echo and math.
    8
    MIT

  • simple-mcp-server

    dataworkshop
    A
    license
    -
    quality
    D
    maintenance
    A simple MCP server offering three utility tools: UUID generation, temperature conversion, and text statistics.
    11
    MIT

  • database-mcp-server

    cenmiao
    A
    license
    -
    quality
    D
    maintenance
    A Model Context Protocol server for unified database access and management, supporting multiple databases with CRUD operations, transactions, metadata queries, and built-in security features.
    11
    1
    MIT