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Open-Source MCP servers

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

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8,468 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Facebook-Ads-MCP-Server

    gomarble-ai
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    security
    A
    license
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    quality
    MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.
    Last updated -
    113
    Python
    MIT License
    • Apple
    • Linux

  • Higress AI-Search MCP Server

    cr7258
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables AI models to perform real-time internet and knowledge searches through Higress, enhancing model responses with up-to-date information from Google, Bing, Arxiv, and internal knowledge bases.
    Last updated -
    1
    5
    Python
    Apache 2.0

  • Azure AI Search MCP Server

    farzad528
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    security
    F
    license
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    quality
    Integrates Claude Desktop with Azure AI Search, allowing users to query search indexes using keyword, vector, or hybrid search methods.
    Last updated -
    50
    Python
    • Apple

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  • Facebook Ads Library MCP Server

    talknerdytome-labs
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    security
    A
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    quality
    This MCP server lets you search Facebook's Ad Library, retrieve brand ads, and analyze ad images/videos using AI - all with intelligent caching and batch processing for efficiency.
    Last updated -
    124
    Python
    MIT License

  • MCP Server for Vertex AI Search

    ubie-oss
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    security
    A
    license
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    quality
    A server that enables document searching using Vertex AI with Gemini grounding, improving search results by grounding responses in private data stored in Vertex AI Datastore.
    Last updated -
    25
    Python
    Apache 2.0

  • Jina AI MCP Server

    Sheshiyer
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    security
    A
    license
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    quality
    Enables semantic search, image search, and cross-modal search functionalities through integration with Jina AI's neural search capabilities.
    Last updated -
    3
    JavaScript
    MIT License

  • AI Agent Marketplace Index Search

    AI-Agent-Hub
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    security
    F
    license
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    quality
    Enables searching for AI agents by keywords or categories, allowing users to discover tools like coding agents, GUI agents, or industry-specific assistants across marketplaces.
    Last updated -
    35
    Python
    • Apple

  • Google Search Console API MCP Server

    ag2-mcp-servers
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    security
    F
    license
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    An MCP Server that provides access to Google's Search Console API, allowing users to interact with website search performance data and manage search presence through natural language.
    Last updated -
    Python

  • Glama MCP Server Search

    kongyo2
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    license
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    quality
    An MCP server for searching and exploring MCP servers from the Glama MCP directory. This server provides tools to search for MCP servers, get detailed information about specific servers, and explore available server attributes using the Glama MCP API.
    Last updated -
    3
    1
    TypeScript
    MIT License

  • Grocery Search MCP Server

    ajaykallepalli
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    security
    F
    license
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    quality
    Provides grocery price and nutritional information search capabilities, allowing AI agents to search for food products, compare prices, and analyze nutritional content across different grocery stores.
    Last updated -
    Python

  • 4o-mini-search-mcp

    rebers
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    security
    F
    license
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    quality
    An MCP server that enables AI models to search the web using OpenAI's 4o-mini Search model, allowing access to up-to-date information for just a few cents per search.
    Last updated -
    2
    2
    JavaScript
    • Apple
    • Linux

  • Facebook Ads Library MCP Server

    trypeggy
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    security
    A
    license
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    quality
    Enables searching and analyzing Facebook's public ads library to see what companies are currently running, including ad images/text, video links, and campaign insights.
    Last updated -
    123
    Python
    MIT License
    • Apple
    • Linux

  • Facebook Ads Management Control Panel

    codprocess
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    security
    F
    license
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    quality
    A Node.js Express server that integrates with Facebook Marketing API to provide a platform for managing ad campaigns, analyzing performance, and receiving optimization recommendations.
    Last updated -
    6
    JavaScript

  • baidu-ai-searchofficial

    baidubce
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    security
    A
    license
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    quality
    Search web using baidu with AI.
    Last updated -
    549
    Python
    Apache 2.0

  • Parquet MCP Server

    DeepSpringAI
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    security
    F
    license
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    quality
    A Model Control Protocol server that provides web search capabilities and similarity search functionality for Claude Desktop, allowing users to perform web searches and extract relevant information from previous search results.
    Last updated -
    2
    Python
    • Apple
    • Linux

  • Google Search MCP Server

    hunter-arton
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    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides web and image search capabilities through Google's Custom Search API, allowing AI assistants like Claude to access current information from the internet.
    Last updated -
    2
    1
    TypeScript

  • Simple MCP Data Manager with AI

    chirayupatel9
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    security
    F
    license
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    quality
    A Python-based Model Context Protocol server that integrates local AI models for managing data with features like CRUD operations, similarity search, and text analysis.
    Last updated -
    Python

  • Jina AI Remote MCP Serverofficial

    jina-ai
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    security
    A
    license
    A
    quality
    Enables web content extraction, screenshot capture, web search, arXiv paper search, and image search through Jina AI's APIs. Provides tools for reading URLs as markdown, searching the web for current information, and finding academic papers or images.
    Last updated -
    11
    78
    TypeScript
    Apache 2.0

  • MCP Embedding Search

    spences10
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    security
    F
    license
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    quality
    A Model Context Protocol server that searches transcript segments in a Turso database using vector similarity, allowing users to find relevant content by asking questions without generating new embeddings.
    Last updated -
    2
    JavaScript

  • Smart Code Search MCP Server

    stevenjjobson
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    security
    A
    license
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    quality
    Enables semantic code search across projects using AI embeddings to find code by meaning rather than just text matching. Provides fast intelligent search, symbol analysis, and code similarity detection with multi-language support.
    Last updated -
    Python
    MIT License

  • Hi-AI

    su-record
    A
    security
    F
    license
    A
    quality
    A simple AI development tool that helps users interact with AI through natural language commands, offering 29 tools across thinking, memory, browser, code quality, planning, and time management capabilities.
    Last updated -
    33
    15
    TypeScript

  • Claude Web Search MCP Server

    Doriandarko
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    security
    F
    license
    A
    quality
    Provides web search capabilities to Claude AI using the Anthropic API, allowing LLMs to access up-to-date information from the web with customizable domain filtering.
    Last updated -
    1
    46
    JavaScript

  • Elasticsearch Semantic Search MCP Server

    jedrazb
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    security
    F
    license
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    quality
    A Python MCP server that enables semantic search through Search Labs blog posts indexed in Elasticsearch, allowing Claude to intelligently retrieve relevant information from the blog content.
    Last updated -
    3
    Python

  • Bocha Search MCP

    BochaAI
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    security
    F
    license
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    quality
    An AI-focused search engine that enables AI applications to access high-quality knowledge from billions of webpages and ecosystem content sources across various domains including weather, news, encyclopedia, medical information, train tickets, and images.
    Last updated -
    20
    Python

  • Jina AI Search MCP Server

    Meetpatel006
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    security
    F
    license
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    quality
    A Model Context Protocol server implementation that provides a standardized interface for interacting with Jina AI's Reader and Search APIs.
    Last updated -
    Python
    • Apple
    • Linux

  • Academic Paper Search MCP Server

    afrise
    A
    security
    A
    license
    A
    quality
    Enables real-time search and retrieval of academic paper information from multiple sources, providing access to paper metadata, abstracts, and full-text content when available, with structured data responses for integration with AI models that support tool/function calling.
    Last updated -
    3
    61
    Python
    AGPL 3.0

  • MCP Gemini Google Search

    yukukotani
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    security
    A
    license
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    quality
    Provides Google Search functionality for AI models using Gemini's built-in Grounding with Google Search feature, returning real-time web search results with source citations.
    Last updated -
    1
    728
    66
    TypeScript
    Apache 2.0

  • MCP Web Search Tool

    gabrimatic
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    security
    A
    license
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    quality
    A Model Context Protocol server that provides real-time web search capabilities to AI assistants through pluggable search providers, currently integrated with the Brave Search API.
    Last updated -
    11
    TypeScript
    MIT License

  • ExploitDB MCP Server

    Cyreslab-AI
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    security
    A
    license
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    quality
    A Model Context Protocol server that enables AI assistants to search and retrieve information about security exploits and vulnerabilities from the Exploit Database, enhancing cybersecurity research capabilities.
    Last updated -
    10
    TypeScript
    MIT License
    • Linux
    • Apple