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

  • Vector Search API

    Br0ski777
    A
    license
    -
    quality
    D
    maintenance
    In-memory vector store with TF-IDF vectorization and cosine similarity search, paid per call via x402 micropayments.
    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

  • Vector Memory MCP Server

    aeriondyseti
    A
    license
    -
    quality
    C
    maintenance
    Provides local vector-based semantic memory storage for AI assistants to persist context and decisions across sessions using local embeddings and LanceDB. It enables private semantic search and session handoff capabilities to maintain long-term project context.
    252
    5
    MIT

  • simple-memory-mcp

    chrisribe
    A
    license
    -
    quality
    C
    maintenance
    Provides AI assistants with persistent memory across sessions using local SQLite and keyword search, allowing storage and retrieval of user preferences, project context, and decisions.
    22
    7
    MIT

  • Simple Files Vector Store

    lishenxydlgzs
    A
    license
    -
    quality
    D
    maintenance
    A very simple vector store that provides capability to watch a list of directories, and automatically index all the markdown, html and text files in the directory to a vector store to enhance context.
    15
    42
    MIT

  • MCP Server with Tool,

    Pkaran26
    F
    license
    B
    quality
    C
    maintenance
    Enables LLMs to read and write local user data, generate fake users via sampling, and interact with structured prompts and resources.
    2

  • 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

  • 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

  • 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

  • vtimestamp-mcp-write

    vdappdev2
    A
    license
    -
    quality
    F
    maintenance
    Enables AI agents to create document timestamps on a VerusID, writing directly to the Verus blockchain via a local or remote daemon.
    44
    MIT

  • MCP Database Server

    lukhim
    A
    license
    -
    quality
    C
    maintenance
    Enables Claude to query and manage databases (SQLite, SQL Server, PostgreSQL, MySQL) through natural language, supporting read/write operations and schema management.
    706
    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

  • Read-only Database MCP

    Crei03
    A
    license
    -
    quality
    D
    maintenance
    Enables read-only access to PostgreSQL and MySQL/MariaDB databases through MCP tools for listing tables, previewing data, and running SELECT queries with a built-in UI for managing database configurations.
    51
    MIT

  • read-it

    gavinmcfall
    A
    license
    -
    quality
    B
    maintenance
    Enables read-only research on Reddit via the Reddit API, including finding subreddits, searching, and reading comment trees, with support for multiple configured accounts.
    1
    MIT

  • mcp-database-server

    Nam088
    A
    license
    -
    quality
    D
    maintenance
    A modular MCP server that enables interaction with multiple database types including PostgreSQL, MySQL, SQLite, Redis, MongoDB, and LDAP. It provides tools for executing queries, managing SQL commands, and exploring database schemas with configurable read-only security.
    29
    MIT