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.

12,146 servers. Last updated 2025-12-04 18:09

Matching MCP tools:

Matching MCP servers:

  • -
    security
    A
    license
    -
    quality
    This application is a powerful browser monitoring and interaction tool that enables AI-powered applications via Anthropic's Model Context Protocol (MCP) to capture and analyze browser data through a Chrome extension.
    Last updated 8 months ago
    6,863
    MIT License
  • A
    security
    A
    license
    A
    quality
    Enables AI tools to interact with browsers for enhanced frontend development, providing context to LLMs through tools like API call analysis, screenshots, element selection, and documentation ingestion.
    Last updated 3 months ago
    8
    34
    10
    MIT License
  • A
    security
    F
    license
    A
    quality
    Enables comprehensive analysis of AWS Lambda performance including cold start tracking, memory utilization monitoring, cost analysis, and optimization recommendations. Provides real-time metrics, comparative analysis across multiple functions, and actionable insights to improve Lambda performance and reduce costs.
    Last updated 3 months ago
    8
  • -
    security
    A
    license
    -
    quality
    MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution
    Last updated a year ago
    16
    MIT License
    • Apple
  • -
    security
    -
    license
    -
    quality
    Enables AI tools to interact with your browser for enhanced frontend development, providing context-rich capabilities like API call analysis, screenshot capture, element inspection, and API testing with automatic authentication.
  • -
    security
    F
    license
    -
    quality
    A MCP server that allows AI assistants to interact with the browser, including getting page content as markdown, modifying page styles, and searching browser history.
    Last updated 8 months ago
    84

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord