Discover Awesome MCP Servers

Weather API167 MCP Server

Provides access to comprehensive weather data including current conditions, forecasts, air pollution levels, US weather alerts, earthquake information, and country details using coordinates, place names, or zip codes.

mcp-server-ads

An MCP server for the NASA Astrophysics Data System (ADS) that enables searching, citation graph traversal, and bibliography management for astrophysics literature. It provides tools for computing citation metrics, resolving astronomical object names, and managing paper libraries through natural language.

LaunchDarkly MCP Server

Enables interaction with LaunchDarkly's feature flag platform through AI clients. Supports managing feature flags, AI configs, and their variations with operations like create, update, delete, and targeting configuration.

MCP Server

A minimal Python-based server that provides real-time weather data and a safe mathematical expression evaluator. It enables users to fetch current weather conditions and perform complex calculations using the Model Context Protocol.

eBay MCP Server by CData

This read-only MCP Server allows you to connect to eBay data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Research Tracker MCP Server

Enables discovery and analysis of research ecosystems by extracting metadata from paper URLs, GitHub repositories, and research names. Automatically finds related papers, code repositories, models, datasets, and authors across platforms like arXiv, HuggingFace, and GitHub.

Jira MCP Server with OAuth

Enables seamless Jira integration through browser-based OAuth authentication, providing tools for issue management, JQL search, and project access without manual API token configuration.

URL-Context-MCP MCP

The URL-Context-MCP MCP Server provides a tool to analyze and summarize the content of URLs using Google Gemini's URL Context capability via the Gemini API. Now also supports optional grounding with Google Search alongside URL Context. The server is designed to follow prompt-only orchestration: con

Bing Search MCP Server

A Model Context Protocol server that provides AI-grounded Bing search capabilities using the Azure AI Project Client. It enables intelligent web searches with automated citation tracking and URL extraction for seamless AI integration.

PS-MCP

An AI-driven integration server that enables natural language control of Adobe Photoshop through the Model Context Protocol. It automates design workflows by facilitating smart asset slicing, layer analysis, and the future generation of UI code from design files.

Datasette MCP

A Model Context Protocol server that provides read-only access to Datasette instances, enabling AI assistants to explore, query, and analyze data from Datasette databases through a standardized interface.

Monad MCP Server

A Model Context Protocol server that enables AI models to interact with the Monad testnet for checking token balances, sending transactions, and deploying smart contracts.

Ollama-MCP Bridge WebUI

A web interface connecting local Ollama LLMs to Model Context Protocol (MCP) servers. Enables open-source models to use file operations, web search, and reasoning tools similar to commercial AI assistants - all running privately on your own hardware.

Stock Analysis MCP Server

Provides comprehensive stock analysis tools including chip distribution, pattern detection, trend reversal analysis, company fundamentals, and market scanning for bullish/bearish signals using Yahoo Finance and FMP data.

GraphQL MCP Server

MCP for working with GraphQL servers.

MCP Testing Library

Test environment for MCP servers

ProDisco

Enables AI agents to interact with Kubernetes clusters through progressive disclosure, where agents discover TypeScript modules via filesystem, write and execute code, and receive summarized console output for cluster management tasks.

🚀 Operative.sh Web QA Agent MCP Server

An MCP server that evaluates web applications.

scratchattach-mcp

MCP Server for Scratch, powered by scratchattach.

MCP Reddit

Null

Planfix MCP Server

Integration between Planfix business process management system and Model Context Protocol (MCP) for use with Claude and other AI assistants, enabling task management, project handling, contact management, and analytics reporting through natural language.

Keynote-MCP

A Model Context Protocol server that enables AI assistants to control Apple Keynote presentations through AppleScript automation, supporting comprehensive slide creation, management, and content operations.

Remote MCP Server Template

A template for deploying authentication-free MCP servers on Cloudflare Workers. Enables easy creation and deployment of custom MCP tools that can be accessed remotely by AI clients like Claude Desktop and Cloudflare AI Playground.

temp-notes

A lightweight service that provides cross conversation temporary information storage and retrieval for AI agents, supporting step-by-step processing of complex tasks.

mcp-central

Collection of model-centric MCP servers

IndigoProtocol/indigo-mcp

MCP server for Indigo Protocol on Cardano — exposes iAsset prices (iUSD, iBTC, iETH, iSOL), CDP/loan analytics, stability pools, INDY staking, governance, and DEX data to LLM agents.

macOS Simulator MCP Server

An MCP server that allows AI tools like Claude Desktop, Claude Code, and Cursor to visually interact with macOS applications by capturing screenshots and controlling the mouse and keyboard.

✨ Awesome Model Context Protocol (MCP) Servers

🧩 Curated list of Model Context Protocol (MCP) servers that extend AI with real-world context: files, APIs, databases, and more.

MCP Search Server

An intelligent server that helps discover and research MCP servers using the Exa AI search engine, enabling users to find appropriate Model Context Protocol servers for specific requirements.