Discover Awesome MCP Servers

LLM Router MCP

Route prompts intelligently across Claude, Gemini, and GPT-4o, automatically picking the best model for every task while minimizing token cost.

ClinicalTrials.gov Intelligence MCP

Analyzes clinical trial site feasibility, enrollment velocity, eligibility criteria, and benchmark performance across ClinicalTrials.gov's registry via a structured MCP interface.

easybill-mcp

MCP server providing access to the easybill REST API for managing invoices, customers, articles, payments, projects, and time tracking, with read-only mode by default.

xilinx-rag

An MCP server for AI-driven hybrid search over Xilinx/AMD FPGA documentation, enabling assistants to retrieve datasheets, user guides, and application notes through tools like search_docs.

relay-inspect

Provides AI coding agents real-time browser access to console logs, network requests, DOM elements, and screenshots via MCP, enabling tight edit-reload-verify feedback loops.

MCP Server Boilerplate

Production-ready MCP server starter templates in TypeScript and Python. Includes tool, resource, and prompt patterns with Claude Desktop integration configs.

socrata-mcp

An MCP server that provides tools to search, query, and aggregate data from any Socrata open data portal.

AI-Agent-Hub

AI Agent Hub is a pay-per-call API platform for AI agents Every call is billed automatically in USDC using the x402 protocol - there is no API key, no account, and no signup. Agents get instant access to data queries, file storage, and ad impressions, paying only for what they actually use. The same tools are also exposed natively over MCP, so any MCP-capable agent can discover and call them

docrag-mcp

Enables Claude to query a local, persistent RAG index over markdown folder trees, exposing the same index used by the docrag CLI for on-device, network-free search and retrieval of document chunks via Ollama embeddings.

init-mcp-server

Deployable MCP server enabling Gemini to connect via SSE and use utility tools for echoing text, adding numbers, getting the current time, and reversing strings.

daisyui-mcp-server

MCP server for daisyUI React components that enables AI coding assistants to search documentation, look up props, and retrieve code examples.

ArcGIS MCP Server

Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, enabling automated spatial analysis and data management. It provides a comprehensive suite of tools for vector geoprocessing, terrain analysis, and raster operations designed for GIS workflows.

notes-mcp

A comprehensive system for creating and managing notes in Apple Notes on macOS.

RevitMCP

A pyRevit extension and Python server that enables AI clients to interact with a live Autodesk Revit session through tools for project info, view management, element operations, and schedule management.

MS SQL Server MCP Server

Enables interaction with Microsoft SQL Server and Azure SQL databases through natural language, supporting queries, schema exploration, stored procedures, and complete database operations with connection pooling and security features.

research-project-mcp-demo

A demo MCP server for research project management that enables document ingestion, information extraction, project tracking, and report generation through MCP tools.

mcp-firecrawl

Web scraping and search MCP server that wraps Firecrawl API for URL discovery and web search with optional content retrieval.

Statewright Transition Gate

A paid hosted MCP server that enforces explicit state transitions for AI agent workflows, providing tools to check, explain, and log state changes.

agy-bridge

This MCP server bridges Codex to Antigravity CLI, allowing Codex to delegate coding tasks (e.g., code modification, testing, and fixing) to Antigravity within specified project directories.

Excel Analyser MCP

Enables efficient reading, analyzing, and querying of Excel, CSV, and JSON files with support for chunked processing, column/field filtering, and streaming for large datasets. Supports multiple transport protocols (stdio, HTTP, SSE) for flexible integration.

conKurrence

AI evaluation toolkit that measures inter-rater agreement (Fleiss' κ, Kendall's W) across multiple LLM providers. Evaluate prompt reliability, detect contested outputs, and track consensus trends over time.

Weather API MCP Server

Claude와 같은 AI 어시스턴트가 실시간 날씨 데이터를 검색하고 해석할 수 있도록 하는 경량 모델 컨텍스트 프로토콜(MCP) 서버.

YouTube MCP Server

A local MCP server that connects Claude to your YouTube channel, enabling video analysis, performance tracking, comment reading, and niche suggestions.

RSS MCP Server

Enables interaction with RSS readers that support the FreshRSS API through natural language. Allows users to manage and query their RSS feeds and articles via LLM conversations.

XCS221 Course Guide MCP Server

Helps AI agents answer XCS221 course logistics questions (e.g., deadlines, pacing, repositories) from static in-repo data without external APIs.

github-changelog-mcp

Turns raw GitHub commit history into a categorized, human-readable changelog directly inside Claude or any MCP-compatible client.

Crypto News & Market MCP Server

Enables fetching crypto news, prices, market data, fear & greed index, and trending coins from various free sources, deployable online.

SRI

MCP server inspector that reads a server's published source code and reports findings with file:line evidence, helping users assess what an MCP server does before connecting.