Discover Awesome MCP Servers

Prometheus MCP

Servidor MCP para conectar LLMs con la API HTTP de Prometheus

Store MCP Server

Enables AI agents to store and retrieve information persistently using key-value pairs with JSON file-based storage. Supports storing, retrieving, listing, deleting, and searching data across sessions.

Advanced Reasoning MCP Server

An MCP server that enhances sequential thinking with meta-cognitive capabilities including confidence tracking, hypothesis testing, and organized memory storage through graph-based libraries and structured JSON documents.

MCP Code Analysis & Quality Server

Provides comprehensive code analysis through three MCP servers: static analysis for code quality and security, dependency analysis for package management and vulnerabilities, and complexity analysis for maintainability assessment across multiple programming languages.

Google Scholar MCP Server

Enables academic research through Google Scholar by searching for papers, finding author publications, discovering recent research, and identifying highly cited works through web scraping with natural language queries.

commit-to-pr-mcp

An MCP server that enables AI agents to retrieve detailed GitHub Pull Request information using git commit hashes, branch names, or PR numbers. It automatically detects repositories and extracts comprehensive PR data including descriptions, labels, and reviews via the GitHub CLI.

IDX Stock Data MCP Server

Provides real-time Indonesian stock market (IDX) data including prices, technical indicators, fundamental analysis, and trading signals optimized for the Indonesian market through the Model Context Protocol.

Confluence MCP Server

A universal, production-ready MCP server that provides AI assistants like Claude with direct access to Confluence Cloud functionality for creating, reading, updating, and managing content through multiple transport protocols.

Supercoordination MCP Server

A human-machine collaboration platform that manages team members and tasks using skill matching and a unique 'Five Elements' energy balance framework. It enables teams to register members, assign tasks, and monitor collaboration progress through an integrated dashboard.

MCP Boilerplate Server

A basic MCP server template built with FastMCP that provides simple tools for greeting users, performing math operations, and managing user information. Serves as a starting point for building custom MCP servers with essential functionality examples.

Google Calendar and Meet MCP Server

Enables comprehensive Google Meet and Calendar management through Google Calendar API v3 and Google Meet API v2, supporting calendar event creation with Meet links, space management, transcription, recording, attendance tracking, and meeting moderation controls.

Weather MCP

A service that provides real-time weather data, forecasts, and alerts for US locations through natural language queries in the Cursor IDE.

Rockfish MCP Server

Enables AI assistants to interact with Rockfish's machine learning platform through comprehensive API access. Supports managing databases, worker sets, workflows, models, projects, and datasets for ML operations.

EBS CloudWatch Metrics MCP

Provides tools to query and calculate AWS EBS performance metrics from CloudWatch, including IOPS, throughput, and latency. It also enables users to manage snapshots and retrieve advanced diagnostic data like I/O utilization and burst balance.

MCP Python Demo

An MCP-based project that integrates Zhipu AI and Tencent Map APIs to provide weather queries, geocoding, and web search functionality through both command-line and web interfaces.

Lunch Money MCP Server

An MCP server that enables AI assistants to interact directly with Lunch Money's financial API, allowing users to query transactions, access budget information, and perform financial analysis through natural language.

iMessage MCP Server

Enables reading, searching, and sending iMessages directly from MCP-compatible clients by accessing the local macOS iMessage database, supporting conversations, attachments, and both individual and group chats.

Markdown MCP Server

A server that provides HTTP API access to manage Obsidian Vaults and Markdown files, allowing users to access notes, statistics, links, templates, and search capabilities.

URL Text Fetcher MCP Server

Enables AI models to fetch text content from URLs, extract links from web pages, and search the web using Brave Search with automatic content retrieval from top results. Provides comprehensive web scraping and search capabilities with robust error handling.

Web Scraper MCP Server

A TypeScript-based web scraping server built on the Model Context Protocol that offers multiple export formats, content extraction rules, and support for both static and dynamic (SPA) websites.

Simple PostgreSQL MCP Server

Enables executing SQL queries on PostgreSQL databases with configurable read-only or write access permissions through a minimal Model Context Protocol interface.

Travel MCP Server

A comprehensive travel aggregation server that enables AI assistants to search for flights and hotels, track flight statuses in real-time, and retrieve airport information. It integrates with Amadeus and AviationStack APIs to provide data on pricing, schedules, and travel routes through natural language.

Skolverket MCP Server

Enables LLMs to access Swedish educational data through Skolverket's open APIs, allowing users to search curricula, courses, schools, adult education programs, and analyze educational requirements and standards. Provides comprehensive tools for teachers, students, guidance counselors, and educational researchers to interact with official Swedish education data.

PubMed MCP Server

Enables searching and retrieving scientific articles from PubMed using NCBI E-utilities API with features like rate limiting and caching.

Trading Analysis MCP Server

A FastAPI-based server that provides a web UI for uploading, processing, and analyzing trading screenshots with automatic trade data extraction and analytics.

Monday.com MCP Server

Enables MCP clients to interact with Monday.com workspaces through comprehensive board management, item operations, updates, and document handling capabilities.

Amazon Bedrock AgentCore MCP Gateway

A proof-of-concept implementation that enables Amazon Bedrock AgentCore to interact with AWS Lambda functions and REST APIs through the Model Context Protocol. It provides a gateway for protocol translation and supports direct server implementation using the FastMCP framework.

DuckDuckGo Search MCP Server

Enables comprehensive internet search capabilities through DuckDuckGo, supporting text, images, videos, news, and books search with advanced filtering options and search operators.

Facebook/Meta Ads MCP Server

Enables programmatic access to Meta Ads data and management features, including campaign insights, ad account details, performance metrics, and change history through the Meta Ads API.

Patchright Lite MCP Server

A streamlined Model Context Protocol server that enables AI models to perform stealth browser automation using Patchright, avoiding detection by anti-bot systems while providing essential web interaction capabilities.