Browse 28,504 community-built MCP servers
An MCP server for OpenFGA that enables full authorization lifecycle management, including store administration, model deployment, relationship tuple CRUD operations, and permission checks.
Provides access to developer roadmap content from roadmap.sh, allowing users to list available roadmaps and fetch detailed Markdown content for specific career paths.
A Python-based server allowing seamless integration with JIRA for managing and interacting with projects through custom APIs.
Enables users to generate AI-powered music videos by analyzing visual content to compose matching soundtracks using Google's Lyria model. The server automatically merges audio and media into playable video artifacts that can be rendered inline within MCP-compatible chatbots.
Enables LLMs to perform real-time web searches and retrieve information from the internet using the Google Custom Search API.
Provides comprehensive website validation across performance, accessibility, SEO, and security dimensions using multiple testing services including WebPageTest, Google PageSpeed Insights, Axe DevTools, Mozilla Observatory, and SSL Labs. Enables automated website health assessments through browser automation and API integrations.
A comprehensive MCP server providing deep integration with GitLab's API, including tools for managing issues, merge requests, CI/CD pipelines, and atomic batch repository operations.
A Python-based MCP server that uses uv for dependency management, requiring Python 3.13+ to run.
A template and guide for deploying a remote Model Context Protocol (MCP) server on Cloudflare Workers without authentication. It serves as a boilerplate for developers to build and host their own custom MCP tools and services.
Mock IBM CSP Entitlement Service MCP Server for Watson Orchestrate
This project creates a middleware server that connects to Interactive Brokers Gateway and exposes its functionality through the FastMCP framework. This allows LLMs like Claude to interact with your IB account, retrieve portfolio information, and potentially execute trades.
Provides AI assistants with access to private React component library documentation, props, and code examples through type-safe TypeScript integration.
A Model Context Protocol server that runs on Cloudflare Workers with OAuth login, allowing AI assistants like Claude to execute tools remotely through HTTP connections.
Enables fetching market and options data including OHLCV prices, option chains, Greeks, and corporate events through a pluggable FastAPI service. Supports creating aligned training datasets for financial analysis and uses yfinance by default with support for custom data providers.
Enables searching news articles and retrieving top headlines from the GNews API with support for filtering by topic, language, and country.
Excel Online MCP Server by CData
A REST API server implementation for message handling with Oracle Database integration via ODBC, offering endpoints for creating and retrieving messages with comprehensive error handling.
A Model Context Protocol server that enables large language models like Claude to perform comprehensive interactions with Firebase Firestore databases, supporting full CRUD operations, complex queries, and advanced features like transactions and TTL management.
Automates the evaluation of GitHub hackathon submissions by providing tools to collect issue data, apply scoring rubrics, and generate ranking reports. It enables a multi-agent system to manage scoring consistency, statistical outlier detection, and feedback generation through the GitHub CLI.
A comprehensive MCP server that enables AI agents to create and perform music through the Strudel.cc live coding environment, featuring professional pattern generation, real-time audio analysis, and AI-powered composition tools.
MCP for read and manage Slack
Gives AI coding assistants persistent memory, safety controls, and project awareness by tracking coding sessions, protecting critical files from modifications, and managing approval workflows with automatic changelog generation.
Enables comprehensive travel planning by integrating Google Travel Services and Amadeus GDS for dual flight and hotel searches, plus event discovery, weather forecasting, currency conversion, and location services. Combines consumer-friendly search with professional travel industry data for optimal trip planning.
Give AI assistants access to real-time search data through SearchApi.
Enables AI assistants to interact with physical serial port devices across platforms (Windows COM/Linux tty) with support for asynchronous communication, URC pattern recognition, and structured logging.
Domain-specific LLM fine-tuning — sovereign models trained on your data, zero infrastructure.
Provides access to pdfdancer documentation through search and content retrieval tools, connecting to a Docusaurus search worker to query indexed docs and retrieve markdown content.
A production-grade MCP server for Slack that enables AI assistants to post messages, read channel history, and list channels across multiple workspaces using secure OAuth 2.0 and token rotation.
A Model Context Protocol server that integrates AccelByte Gaming Services APIs into AI assistants, allowing tools to search, describe, and execute gaming backend operations.