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An open-source vector database for similarity search and AI applications MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

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16,925 servers. Last updated 2026-01-19 01:39

Matching MCP tools:

"An open-source vector database for similarity search and AI applications" matching MCP servers:

  • Open Search MCP

    flyanima
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    security
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    A comprehensive Model Context Protocol server providing 33 specialized research and search tools for Claude Desktop, enabling powerful search capabilities across academic, technical, and general domains.
    Last updated 6 months ago
    2
    40
    2
    MIT License
    • Apple
    • Linux

  • Todo for AI MCP Server

    todo-for-ai
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    license
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    Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.
    Last updated 2 months ago
    3
    Apache 2.0

  • Open MCP

    metacode0602
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    security
    F
    license
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    quality
    An open-source Model Context Protocol application management platform that allows users to create applications from GitHub repositories with automatic information extraction and database integration.
    Last updated a month ago
    193
    1

  • Vector Memory MCP

    Xsaven
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    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.
    Last updated 2 months ago
    MIT License
    • Apple
    • Linux

  • Vector Memory MCP Server

    AerionDyseti
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    security
    A
    license
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    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.
    Last updated 4 days ago
    188
    2
    MIT License

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