Discover Awesome MCP Servers

Codebase Context

Provides AI assistants with real-time visibility into your codebase's internal libraries, team patterns, naming conventions, and usage frequencies to generate code that matches your team's actual practices.

The code samples here are not for production use

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Bing Flights MCP Server

Enables flight search and price comparison by scraping flight information from Bing Flights. Supports one-way and round-trip searches with customizable passenger counts, cabin classes, and booking details.

GemmaJnana

Multi-domain MCP server enabling AI agents to plan and execute vacation travel and birthday party logistics via local tool pipelines.

Jupiter MCP Server

모델 컨텍스트 프로토콜 서버가 Claude AI에게 솔라나에서 Jupiter의 스왑 API에 대한 접근 권한을 제공합니다.

justserpapi-mcp

Enables AI assistants to search Google, Maps, Trends, and other web data through JustSerpAPI endpoints. Supports natural language queries, endpoint discovery, pagination, and schema inspection.

mcp-orchestrator

Manages local MCP servers on Windows: installs them, starts them hidden at logon, restarts them when they crash, and monitors them via a tray icon, with tools for lifecycle, catalogue, and session management.

Claude MCP x Google Docs

A Model Context Protocol server that enables AI assistants like Claude to read from, append to, and format text in Google Documents programmatically.

Scalogy Real Estate Deals MCP Server

Enables AI agents to find vetted, daily-scored US residential real-estate investment deals with pay-per-request via USDC on Base.

ROIC.ai Financial Data MCP Server

Enables AI assistants to access stock prices, financial statements, earnings call transcripts, and fundamental data for 60,000+ public companies via 25 read-only tools.

tgden

Public Telegram catalog MCP server: search 1.4M+ channels, groups, bots, and posts, and browse marketplace listings, with no auth or API key.

OpenWeather MCP Server

Integrates the OpenWeather API with Claude to provide real-time weather updates, 5-day forecasts, and air quality data. It enables users to query current conditions, pollution levels, and coordinate-based weather information directly within their conversations.

XR875 Build MCP

Provides tools for compiling and packaging XR875 project components, including M33 and C906 cores, OTA builds, and firmware packaging. It enables AI assistants to manage the full build lifecycle of XR875 SDK projects through standardized MCP commands.

Webpage Design Analyzer

An MCP server that analyzes webpage design images using vision models and generates development documentation in Markdown format.

bitbucket-mcp-server

A Model Context Protocol (MCP) server that provides tools for interacting with Bitbucket repositories, pull requests, issues, and more.

OmniCodex

Windows-local MCP gateway for the Codex runtime, enabling owner-authenticated tool access via Streamable HTTP with optional Oracle consent companion.

oc-korea-weather-time-mcp

MCP server providing Korean weather forecasts from the KMA (short-term, hourly, daily) and timezone utilities (current time, conversion, lookup) using only standard Python zoneinfo.

mazzagrp-mcp

Enables AI agents to access 21 mazzagrp.com AI endpoints with x402 USDC micropayments on Base, paying per call without API keys.

MCPLEARNING

A beginner-friendly demo project that builds and connects multiple MCP servers (Math and Weather) to a LangChain LLM agent, enabling tool-based interactions via standardized MCP protocol.

miyagi

Enables an interactive, gamified coding tutor that executes commands, provides lessons with explanations and quizzes, and tracks progress through levels and streaks, optionally with voice narration.

Model Coupling Platform Server

A FastAPI-based JSON-RPC 2.0 server implementation that enables users to work with HDF5 files, submit Slurm jobs, retrieve CPU information, and visualize CSV data through standardized API endpoints.

WhatsApp Desktop MCP

An MCP server that connects WhatsApp Web to AI tools like Gemini and Claude, providing chat reading, messaging, and a local CRM with draft-and-approve workflows.

ticktick-mcp-server

A Model Context Protocol (MCP) server that connects AI assistants to your TickTick tasks, enabling task management through natural language.

first-mcp-server

Enables deploying a remote MCP server on Cloudflare Workers without authentication, allowing users to define custom tools and connect clients like Claude Desktop or Cloudflare AI Playground.

mcp-prozorro

Provides access to Ukraine's public procurement data (ProZorro) via MCP, keyless and integrated with Pipeworx gateway for AI agents.

GitHub MCP Tools

Claude 데스크톱을 통해 GitHub API와 상호 작용할 수 있는 멀티 클로드 프로그램입니다. 사용자는 이를 통해 리포지토리를 검색하고, 이슈, 풀 리퀘스트, 리포지토리 설정, 워크플로우, 협업자를 관리할 수 있습니다.

Hello World MCP Server

A simple MCP server template demonstrating resources, prompts, and tools with multiple transport options.

OffensiveSET

Generates realistic, multi-turn penetration testing conversation datasets for training security-focused LLMs.