Skip to main content
Glama

Open-Source MCP servers

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

9,447 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.
    Last updated -
    2
    7
    1
    • Apple
  • -
    security
    A
    license
    -
    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 -
    26
    Apache 2.0
  • -
    security
    F
    license
    -
    quality
    A lightweight MCP test server for verifying client connectivity, providing tools, resources, and prompts for integration.
    Last updated -
    0
    • Apple
  • -
    security
    F
    license
    -
    quality
    A comprehensive server that integrates mobile testing frameworks with JIRA, generating BDD test scenarios and framework-compatible test scripts automatically.
    Last updated -
    1
  • -
    security
    A
    license
    -
    quality
    api-test-mcp
    Last updated -
    7
    MIT License
    • Apple
    • Linux

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord
  • -
    security
    -
    license
    -
    quality
    test
  • A
    security
    A
    license
    A
    quality
    Enables search capabilities using a Google Custom Search Engine, allowing users to input a search term and retrieve search result titles, links, and snippets, while facilitating integration with other tools for content extraction and advanced search strategies.
    Last updated -
    1
    28
    The Unlicense
  • A
    security
    A
    license
    A
    quality
    test-1
    Last updated -
    3
    Apache 2.0
  • -
    security
    F
    license
    -
    quality
    A simple server for testing Model Context Protocol (MCP) that serves CSV and image resources, allowing developers to test MCP implementations with sample data via SSE transport.
    Last updated -
    0
  • A
    security
    A
    license
    A
    quality
    An MCP server implementation that integrates the Tavily Search API, providing optimized search capabilities for LLMs.
    Last updated -
    2
    MIT License
    • Apple
  • -
    security
    F
    license
    -
    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 -
    0
    2
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    A server that provides QQ Music search functionality through the Modular Control Protocol, allowing users to search for music tracks by keyword and retrieve song information.
    Last updated -
    1
    6
  • A
    security
    A
    license
    A
    quality
    The Search MCP Server enables seamless integration of network and local search capabilities in tools like Claude Desktop and Cursor, utilizing the Brave Search API for high-concurrency and asynchronous requests.
    Last updated -
    1
    72
    MIT License
    • Linux
  • -
    security
    F
    license
    -
    quality
    Enables search and retrieval of academic papers from PubMed database with advanced features like MeSH term lookup, publication statistics, and PICO-based evidence search.
    Last updated -
    5
    • Apple
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.
    Last updated -
    6
    52
    MIT License
  • -
    security
    A
    license
    -
    quality
    Enables Google search functionality through the Google Custom Search API with enterprise-grade security authentication. Supports streamable HTTP transport protocol for real-time search operations with configurable result limits.
    Last updated -
    MIT License
  • -
    security
    A
    license
    -
    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 -
    13
    MIT License
  • -
    security
    F
    license
    -
    quality
    Enables automatic generation of test scenarios from user stories uploaded to Claude desktop. Leverages MCP integration to streamline the test case creation process for development workflows.
    Last updated -
  • -
    security
    A
    license
    -
    quality
    A VS Code extension that integrates DuckDuckGo web search capabilities with GitHub Copilot Chat through a Model Context Protocol server.
    Last updated -
    MIT License
  • A
    security
    A
    license
    A
    quality
    Facilitates integration of Brave Search functionalities with AI assistants through the Model Context Protocol, enabling web and local searches using the Brave Search API.
    Last updated -
    13
    MIT License
  • A
    security
    A
    license
    A
    quality
    A powerful MCP server that enables parallel Google searching with multiple keywords simultaneously, providing structured results while handling CAPTCHAs and simulating user browsing patterns.
    Last updated -
    1
    217
    204
    MIT License
    • Apple
  • -
    security
    F
    license
    -
    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
  • -
    security
    A
    license
    -
    quality
    Use Tavily Search to search for news pages or images.
    Last updated -
    MIT License
  • A
    security
    F
    license
    A
    quality
    Allows you to search the web using DuckDuckGo and optionally fetch and summarize content from search results.
    Last updated -
    2
    3