Discover Awesome MCP Servers

Weather MCP Server

Provides real-time weather forecasts and alerts for US locations using the National Weather Service API, allowing users to query weather alerts by state and forecasts by coordinates.

Report Builder MCP Server

Formats AI agent outputs into professional reports, emails, and documents with branding, quality validation, and executive summaries for enterprise AI operations.

MCP-Add-Weather

A multi-agent system that connects a math server and weather server, allowing users to perform mathematical operations and retrieve weather information based on the numerical results.

Refine Prompt

An MCP server that uses Claude 3.5 Sonnet to transform ordinary prompts into structured, professionally engineered instructions for any LLM. It enhances AI interactions by adding context, requirements, and structural clarity to raw user inputs.

Chrome History & Bookmarks MCP Server

Enables AI assistants to search and analyze Chrome browser history and bookmarks data locally, including keyword searches, date range filtering, recent browsing activity, and usage statistics across all platforms.

PMC App Dev Kit

Enables local development and prototyping of MCP apps with UI views for Portkey Mission Control, using Durable Object storage and a skill for end-to-end building.

UI Screenshot Comparison MCP

Enables automated visual testing by comparing screenshots against baseline images using OpenAI to verify UI consistency. It generates detailed performance reports in both terminal and Excel formats based on provided user stories and acceptance criteria.

realtime-currency-exchange-mcp

Enables real-time currency exchange rate lookup, conversion, historical rates, and currency catalog using the free Frankfurter API, no API key required.

MCP Coordinator

Acts as a proxy for multiple MCP servers, reducing context window usage from 15,000+ tokens to ~500 tokens by dynamically loading servers on-demand and exposing only 3 tools instead of all tool definitions.

alive-analysis-mcp

MCP server for alive-analysis. Query, search, and retrieve structured analysis history written with the ALIVE loop (Ask→Look→Investigate→Voice→Evolve), plus dashboard JSON export.

MCP API Documentation System

A fully automated system that analyzes Django REST Framework ViewSets to generate accurate OpenAPI 3.0 specification documentation without manual configuration.

Runn MCP Server

Connects AI assistants to the Runn.io resource planning platform to manage projects, people, assignments, and financial forecasts. It provides 37 tools for accessing real-time data and comprehensive reports with built-in caching and role-based access control.

Docker MCP Server

An MCP server that enables managing Docker containers through natural language commands, allowing users to create, list, and delete containers. It facilitates automated container orchestration and integrates with VS Code via the Cline extension.

mcp-shlink

Enables AI assistants to interact with a Shlink URL shortening instance, allowing creation, listing, retrieval, and deletion of short URLs, as well as tag management.

mcp-server-calc

test mcp server

NSE/BSE MCP Server

An MCP server that provides comprehensive Indian stock market data from the NSE and BSE, including live quotes, historical trends, and fundamental analysis. Users can compare stock performance, track major indices, and access financial statements without the need for an API key.

mcp-agify

Predicts age from a first name using agify.io, no authentication required.

mcp-github-oauth

Provides a remote MCP server with GitHub OAuth authentication, deployable to Cloudflare, enabling tools like math operations and GitHub user info access.

mcp-registry-mcp

An MCP server for managing MCP server registries with health checks, duplicate detection, and configuration portability. It helps prevent MCP sprawl by tracking server health, identifying overlapping tools, and generating portable configurations for different clients.

Think MCP

Enables structured step-by-step reasoning with branching, revisions, and self-critique to help break down complex problems into manageable steps with confidence tracking and thought history search.

spaceweather-mcp

A Model Context Protocol server for space weather and geomagnetic conditions, enabling AI agents to answer queries about solar flares, solar wind, geomagnetic storms, aurora forecasts, and more from authoritative data.

Rosetta MCP Server

An MCP server that enables AI coding assistants to interact with Rosetta, PyRosetta, and Biotite for running RosettaScripts, validating XML, translating between Rosetta and Biotite, scoring structures, and querying documentation.

Wisdom MCP

MCP server enabling AI agents to participate in the Wisdom Network. Provides tools for knowledge management, trust relationships, and content transformation.

MCP Server for Smithery Integration

MCP Server for integrating Greptile API with Smithery Framework, featuring rate limiting and API abstraction

mcp-peek

Optimizes REST API calls for AI agents by returning compact schemas instead of full responses, allowing agents to fetch only needed fields via jq masks, reducing token consumption by up to 50x.

Hacker News Companion MCP

Fetches and processes Hacker News discussions to prepare them for Claude to generate high-quality summaries, handling comment structure and metadata to help Claude understand the relative importance of different comments.

Shannon Lite MCP

MCP server for Shannon Lite security workflows, enabling configuration, scan orchestration, workspace management, and report reading.

cortex-mcp

Enables multi-level reasoning with configurable depth levels, session-based state management, structured thought input, and real-time trace resources.

bingcn

A Chinese Bing search tool based on MCP protocol, which supports calling through AI tools such as Claude, and can obtain webpage content without API keys.

things-mcp

An MCP server that integrates with the Things productivity app to create, update, and manage todos and projects using its URL scheme.