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Metorial MCP Index - An ever growing list of open source MCP servers πŸ“ πŸŽ‰

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Official ServersWeb SearchMemory ManagementBrowser AutomationWeather and Location DataGit Workflow ManagementBusiness Tools

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Business Tools

  • κ·Έμ €λ””λ²„κΉ…μš©

    This server provides an easy way to analyze and visualize financial data of publicly listed companies using the DART API. It enables users to perform detailed financial analyses, compare companies, and assess financial risks with real-time data.

  • Activepieces

    Activepieces is a workflow automation platform that connects various services, enabling users to create and integrate custom workflows. It supports both technical and non-technical users in enhancing productivity through automation.

  • ActivityWatch MCP Server

    The ActivityWatch MCP Server allows AI models to access and analyze your time tracking data from ActivityWatch. This server makes it easy to manage and retrieve insights from your productivity information.

  • Adb MySQL MCP Server

    Facilitates communication between AI Agents and Adb MySQL databases, enabling retrieval of database metadata and execution of SQL operations for enhanced data access. Supports real-time interactions with AnalyticDB for MySQL databases via a universal interface.

  • Adjust Reporting Server

    Access Adjust data to query reports, metrics, and performance data on-demand, including specific campaign insights like install numbers.

  • Adobe Analytics MCP Server by CData

    Enables natural language querying of live Adobe Analytics data, providing real-time insights without the need for SQL. Utilizes the CData JDBC Driver to expose Adobe Analytics data as relational SQL models for conversational queries.

Browser Automation

  • 302AI Browser Automation Server

    The 302AI Browser Automation Server allows users to control web browsers using natural language commands. It helps automate online tasks and conduct web research efficiently without the need for complex coding.

  • Accessibility Scanner

    Automated web accessibility scanning using Playwright and Axe-core, enabling WCAG compliance checks and annotated screenshot capture. Generates detailed accessibility reports and interacts with web pages through browser automation.

  • AI Vision MCP Server

    Capture and analyze website screenshots with AI-powered visual analysis. Generate comprehensive UI/UX reports and maintain context across multiple analysis steps for enhanced debugging. Streamline your visual testing process with precise file operations and automated insights.

  • AOAI Web Browsing

    An MCP server for web browsing automation that integrates Azure OpenAI to facilitate interactions with web applications through an automated interface. It utilizes Playwright for end-to-end testing and customizes responses to fit the OpenAI function calling format.

  • Appium Mobile Automation Server

    Integrate Appium capabilities for mobile app automation to perform element interactions, manage applications, control devices, and execute advanced gestures through standardized MCP calls. Streamline mobile testing workflows with comprehensive device support.

  • Automate GUI Testing and Control

    Control mouse movements, simulate keyboard input, and capture screenshots for automated GUI testing across multiple platforms, including Windows, macOS, and Linux.

Web Search

  • A11y MCP

    Run WCAG compliance tests and accessibility assessments using the axe-core API. Users can test raw HTML or URLs for accessibility issues and color contrast evaluation.

  • A11y MCP Server

    Perform accessibility audits on webpages and generate detailed reports and summaries that comply with WCAG standards. Integrate the findings into an AI-assisted workflow to fix accessibility issues efficiently.

  • Academic Paper Search Server

    Enables searching and retrieving academic paper information from multiple sources, providing access to paper metadata, abstracts, and full-text content when available. It returns structured data responses adhering to the MCP specification.

  • Advanced YouTube

    Interact with YouTube data to search for videos, channels, and comments, and analyze performance metrics. Retrieve transcripts and generate summaries of video content.

  • AgentQL

    Extract structured data from web pages using specified prompts to identify the desired fields from a given URL. This server enables integration of real-time data insights into applications.

  • AI Articles

    Generate insightful articles on artificial intelligence topics and provide curated content to enhance understanding of the latest trends in AI.

Weather and Location Data

  • ADK Google Maps Agent

    Enable interactive chat capabilities with Google Maps data through a streaming agent that integrates with the Google ADK and Maps toolset for location-based information.

  • AEMET Weather Data Server

    Provides access to historical and current meteorological data from Spain's State Meteorological Agency, enabling retrieval of climate summaries, daily weather values, and beach condition reports through natural language queries with date and location filters.

  • Amazon Rainforest Travel Guide

    An AI-powered travel assistant that helps users plan routes and discover accommodations, adventure spots, and cultural sites in the Amazon Rainforest while providing essential travel precautions and real-time information through location-based services.

  • AQICN MCP Server

    Fetch real-time air quality data for cities and coordinates worldwide based on the World Air Quality Index (AQICN) project.

  • ArcGIS Location Services

    Provides geocoding, reverse geocoding, and routing services to enhance applications with location-based features. Access detailed location data and nearby points of interest effectively.

  • Aviation Weather Server

    Fetches real-time aviation weather data, including METARs, TAFs, and PIREPs, through a type-safe API for enhanced decision-making in aviation contexts.

Git Workflow Management

  • A git MCP server

    Interacts with Git repositories, providing tools to read the status and changes of the working directory. Offers automation capabilities for managing repository interactions via AI models.

  • AI Commit Message Generator

    Generate AI-driven git commit messages based on repository changes to enhance version control workflows, with capabilities for executing commit operations and checking git status.

  • Aider

    AI-assisted pair programming tool that integrates directly into the terminal, enabling users to edit code, manage git repositories, and receive intelligent suggestions for improvements or bug fixes in real-time.

  • Aider MCP Server

    Connects AI assistants to file editing capabilities for efficient project management, enabling users to edit, create, and manage files with integrated git status checks.

  • AI Development Assistant

    Provides intelligent coding assistance by generating code plans, conducting code reviews, and analyzing UI designs. Offers functionalities such as single and multi-file reading for efficient data processing.

  • AI Pull Request Generator

    Automates the creation of pull requests and code generation by leveraging AI for task planning and code synthesis. Integrates seamlessly with GitHub to enhance development workflows through AI-driven productivity enhancements.

Official Servers

  • APIMatic Validator

    Validates OpenAPI specifications using APIMatic's API to ensure compliance and identify issues early. Supports both JSON and YAML formats and works with OpenAPI versions 2.0 and 3.0.

  • Base MCP Server

    Enables interaction with the Base blockchain and Coinbase API for AI applications. Supports wallet management, fund transfers, smart contract deployments, and onchain lending functionality.

Memory Management

  • Basic Memory

    Enables persistent knowledge management through natural language conversations with LLMs by reading and writing to local Markdown files. Facilitates contextual awareness across sessions while maintaining a user-controlled knowledge base with a simple local-first approach.

Showing a sample of 1.2k resources. View the full list on GitHub β†’