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

  • Better Google Search Console

    houtini-ai
    A
    license
    A
    quality
    F
    maintenance
    Downloads your entire Search Console dataset into a local SQLite database, then gives your LLM a pre-built SQL query library for every standard SEO analysis type, with context available for your LLM to perform any SQL query to answer your questions and analyse for you.
    12
    21
    17
    Apache 2.0

  • open-mcp-apps

    2nd1st
    A
    license
    A
    quality
    A
    maintenance
    An open engine that gives AI persistent, reusable UI components with a writable component registry, versioned data storage, and a shell runtime, enabling AI to create, save, and reuse single-purpose apps.
    64
    33
    0
    26
    MIT

  • job-search-mcp

    Servation
    A
    license
    A
    quality
    B
    maintenance
    A personal job-search assistant for Claude Desktop that searches real job boards, scores each job 0–100 for fit, and displays a ranked board for fast triage.
    10
    79
    1
    MIT

  • AI Diagram Maker MCP Server

    erajasekar
    A
    license
    A
    quality
    F
    maintenance
    MCP server for AI Diagram Maker — generate software engineering diagrams from natural language, code, ASCII diagram, images, or Mermaid. Inline diagram rendering using MCP apps UI and diagram URL in responses. Works with Cursor, Claude Desktop, Claude Code, and any MCP-compatible AI.
    5
    49
    8
    MIT
  • Todoist AI MCP Server by Doist

    Todoist AI MCP Serverofficial

    Doist
    A
    license
    B
    quality
    A
    maintenance
    Enables AI agents to access and modify Todoist accounts to manage tasks and projects on the user's behalf. It provides a suite of tools for task operations and supports interactive UI widgets for a rich visual experience in AI chat interfaces.
    47
    3,040
    536
    MIT

  • Amazon Creators MCP

    houtini-ai
    A
    license
    A
    quality
    A
    maintenance
    placement for the depractaed Amazon Product Advertising endpoint. You ask Claude to find something, it searches the live Amazon catalogue, and it hands you back a finished HTML card - image, price, savings, star rating, your Associates tag already baked into the link, and the disclosure footer Amazon requires, by Houtini
    5
    248
    MIT
  • remoet by remoet-labs

    remoetofficial

    remoet-labs
    A
    license
    A
    quality
    B
    maintenance
    Remoet turns job search into a curated agent workflow. Connect Claude, Cursor, or any MCP client, search companies by real tech stack data (not recruiter keywords), star the ones that fit, and let your agent surface fresh jobs from your shortlist. Profile, applications, digests all over MCP.
    48
    2
    MIT

  • markdown-vault-mcp

    pvliesdonk
    A
    license
    A
    quality
    A
    maintenance
    A generic Markdown vault MCP server with FTS5 full-text search, semantic vector search, frontmatter-aware indexing, incremental reindexing, and non-markdown attachment support that exposes search, read, write, and edit tools.
    25
    31
    MIT

  • Google Gemini MCP

    houtini-ai
    A
    license
    A
    quality
    B
    maintenance
    Gemini MCP with image, video, svg, landing page generation and search. Grounded search, deep research, image generation... Having them as tools inside Claude beats switching between browser tabs.
    13
    2,301
    30
    Apache 2.0

  • Sales MCP Server

    pessini
    F
    license
    A
    quality
    C
    maintenance
    Enables users to query enterprise sales data from a local SQLite database and investigate anomalies through an inline dashboard with human-in-the-loop review buttons.
    3

  • Weather MCP

    abhirampai
    F
    license
    B
    quality
    C
    maintenance
    Provides weather data from Open-Meteo with location search, current conditions, and forecasts, and can render an interactive dashboard directly in MCP hosts.
    3

  • Kiln

    codeofaxel
    A
    license
    B
    quality
    B
    maintenance
    Open-source MCP server that lets AI agents control 3D printers. 353 tools for OctoPrint, Moonraker, Bambu Lab, Prusa Link, and Elegoo — search model marketplaces, generate 3D models from text, slice STL files, queue prints, monitor with camera vision, and manage multi-printer fleets. Install via pip install kiln3d.
    468
    48
    AGPL 3.0