Discover Awesome MCP Servers

construction-safety-inspector

Enables Claude Desktop to detect construction site hazards from photos, analyze incident PDFs, search similar accident cases, and generate bilingual safety reports with citations.

AnyRouter Spawn Agent

MCP fallback that launches and monitors local codex exec agents when native sub agents are unavailable.

ds-mcp

A read-only MCP server that provides AI coding agents with a queryable contract for design system tokens, components, patterns, and anti-patterns.

Express MCP Server

A basic example of developing and running serverless MCP using Netlify Functions, including a customized URL for accessing the function.

mcp-browser-parallel

Multi-instance parallel browser MCP server that manages multiple isolated browser instances in a single Chrome process with automatic login state cloning, allowing parallel independent operations across instances.

Movie MCP Server

A Model Context Protocol server that enables searching and retrieving detailed information about movies and TV shows using The Movie Database (TMDB) API.

Remote MCP Server on Cloudflare

A server implementation of the Model Context Protocol (MCP) that runs on Cloudflare Workers, allowing AI assistants like Claude to access tools through OAuth authentication.

booth-mcp

An unofficial read-only MCP server for viewing BOOTH seller management pages in MCP clients.

RAG MCP Server

Indexes PDF documents into Qdrant and exposes semantic search as MCP tools, enabling RAG-based interactions with your documents.

math-mcp

A secure MCP server for evaluating mathematical expressions with grammar validation, function whitelisting, and sandboxed execution. It provides tools for expression evaluation, variable management, and resources for grammar and function documentation.

hello-mcp

A minimal MCP server providing greeting, addition, and time zone tools, plus static and templated resources.

Resume Parser MCP

Enables parsing of raw resume text into structured JSON format with organized sections for skills, experience, education, and projects. Uses Google's Gemini AI model to extract and categorize resume information from unstructured text input.

Optimist MCP Server

An intelligent code optimization MCP server that analyzes and improves codebases across multiple dimensions including performance, memory, code smells, and complexity.

gatepay-local-mcp

A local MCP server for handling X402 payment-protected HTTP endpoints, offering tools for order placement, signing, and payment submission with multiple signing modes and blockchain networks.

mcp-gtm-suite

GTM signal intelligence suite for AI agents. Six tools: hiring signals, tech stack detection, company-to-LinkedIn resolution, ICP scoring, job board scanning, and a combined signals aggregator. Built for outbound sales workflows.

SODAX Builders MCP

Build with live API data. Paste this MCP URL into your AI coding assistant and get instant access to SODAX API data plus SDK documentation that auto-updates from GitBook.

Cortex

Provides transparent, self-pruning memory for AI agents via MCP, enabling persistent, auditable recall that automatically forgets unimportant details.

AINative PRD Generator MCP Server

Generate production-ready Product Requirement Documents with full AINative platform awareness and persistent memory. Enables AI agents to create, validate, and manage PRDs using ZeroDB for cross-session storage and 18 tools including generation, templates, validation, and semantic search.

Remote MCP Server

A Python-based MCP server that provides mathematical tools like addition and random number generation, plus server metadata.

UK Property Data

UK property data MCP server — Land Registry comps, EPC, Rightmove, rental yields, stamp duty, Companies House. 13 tools.

Gmail MCP Assistant

Enables Claude to read unread emails and create draft responses using the Gmail API.

Gmail MCP Server

This is an auto-generated Model Context Protocol server that enables interaction with Gmail API, allowing applications to access and manipulate Gmail data through structured operations defined in the OpenAPI specification.

dbt MCP Server

Provides intelligent dbt assistance through Claude Code integration, enabling users to perform dbt CLI operations, explore project metadata, and execute SQL queries against DuckDB warehouse with context-aware support.

Garmin MCP Server

Enables AI assistants to access Garmin Connect fitness and health data, including activities, heart rate, sleep, and device information.

MCTS MCP Server

A Model Context Protocol (MCP) server that enables Claude to use Monte Carlo Tree Search algorithms for deep, explorative analysis of topics, questions, or text inputs.

Homey MCP Server

Enables interaction with Homey smart home devices through natural language, allowing users to control devices, manage zones, and trigger automation flows.

RanchHand

Enables interaction with OpenAI-compatible APIs (like Ollama) through MCP tools. Provides access to chat completions, model listings, and embeddings generation from local or remote OpenAI-style endpoints.

pyBTMCP

A BLE fitness device simulator that enables AI agents to control simulated heart rate monitors, treadmills, and cycling trainers via the Model Context Protocol. It integrates ESP32 firmware, an MQTT broker, and a FastAPI backend for comprehensive device management and real-time interaction.

http-4-mcp

HTTP-4-MCP 구성 도구를 사용하면 HTTP API를 MCP 도구로 쉽게 변환하여 코드를 작성할 수 있습니다. 간단한 인터페이스 조작을 통해 mcp-server를 빠르게 구성할 수 있습니다.

FireCrawl MCP Server

고급 웹 스크래핑 기능을 위해 FireCrawl과 통합된 모델 컨텍스트 프로토콜(MCP) 서버 구현.