Discover Awesome MCP Servers

BigQuery & Tavily FastAPI MCP

BigQuery 和网页搜索 API + MCP 服务器 (This translates to a general description of the components mentioned. Depending on the context, a more specific translation might be needed. For example, if you're talking about *using* these together, the translation might be different.)

Claude Power BI MCP

Enables Claude Code to read and modify Power BI data models locally, including searching DAX formulas and editing measures through a direct SSAS connection.

mcp-servers-nix

一个基于 Nix 的配置框架，用于模型控制协议 (MCP) 服务器，并提供即用型软件包。

Zoho Mail MCP Server

Provides full access to Zoho Mail accounts, enabling email search, read, send, reply, thread management, folder/label operations, and more via 14 tools.

mcp-landprice

Access official Japanese land prices (地価公示/地価調査) through the Pipeworx MCP gateway.

mcp_python_exec_server

Enables safe execution of Python code snippets within a sandboxed environment, restricting dangerous builtins and modules to prevent malicious operations.

minecraft_mcp

A local MCP server that lets AI coding agents compile, run, and test Paper Minecraft plugins on a disposable Paper runtime, with restricted test actions and verifiable failure reports.

Image MCP

Connects Claude Code to image generation models (OpenAI GPT Image 2, Google Nano Banana) for generating, editing, and converting images via natural language.

pcs-mcp

MCP server exposing ProCyclingStats teams, riders, and races data by scraping site pages, enabling custom rankings and historical result analysis.

mcp-working-context-optimizer

Prevents context bloat and the 'Lost in the Middle' phenomenon by distilling action histories into concise summaries while maintaining a clear core objective.

moho-mcp-server

An MCP server for Moho Pro 14 that lets MCP clients inspect documents, edit layers and animation, render frames, capture the Moho window, and send mouse or keyboard input.

livekit-agent-simulator

Dials any LiveKit voice agent with an AI simulated caller and records a full forensic behavior log.

portfolio-mcp

Exposes Karthikeyan K's portfolio (profile, skills, experience, etc.) as MCP tools, resources, and prompts, with optional Gemini-powered AI tools for job matching and portfolio analysis.

aria-mcp-football

Tells you when your favourite football teams play and where to watch in Denmark, using data from TheSportsDB.com and built-in Danish broadcast hints.

solidtime-mcp-server

MCP server for SolidTime — the open-source time tracking app. Enables start/stop timers, manage time entries, projects, clients, tags, and tasks directly from MCP-compatible clients.

Solana Trading MCP Server

AI-powered Solana trading bot with MCP integration for trading and monitoring.

mcp-flights

Enables live aircraft tracking by geographic area, individual aircraft lookup, flight route resolution, and airport arrivals/departures using OpenSky Network ADS-B data.

Ollama MCP Server

A bridge that enables Claude Code to interact with local Ollama instances for text generation, multi-turn chat, and vision-based analysis. It supports model management tasks such as listing, pulling, and showing details, alongside generating text embeddings.

congatudo_mcp

Enables AI agents to control a Cecotec Conga robot vacuum via 26 tools for state, cleaning modes, settings, timers, and system info.

stm32c0-mcp

MCP server for scaffolding, building, and flashing bare-metal STM32C011 firmware using the STM32CubeCLT toolchain. Exposes tools for project scaffold, build, flash, and probe listing.

Nia Codebase MCP

一个 MCP 服务器，它允许通过函数调用与 Nia 的代码库理解能力集成，从而在 Cursor 和 Claude Desktop 等工具中实现对项目结构的分析和通过自然语言查询搜索代码库。

carbon-cashmere-mcp

Crypto intelligence MCP: 104 tools for market data, ML signals, on-chain analytics, derivatives, and Bittensor subnets. Pay-per-call via x402 USDC on Base/Solana/Algorand/Stellar or $9.99/mo API key.

Find Library MCP Server

An MCP server that enables searching for specific files by name within the current directory and its subdirectories. It uses Server-Sent Events (SSE) to provide a find_file tool for locating local files and libraries.

MCP for Stock Market Analysis

A production-grade MCP server that provides tools to fetch historical stock data, company information, and technical indicators (SMA, EMA, RSI, MACD, Bollinger Bands) via yfinance, and includes a Flask web dashboard for visual analysis.

cl-eli-mcp

MCP server for searching and fetching metadata of Chilean laws, decrees, and resolutions via the BCN Linked Open Data SPARQL endpoint.

Google Sheets MCP

一个模型上下文协议 (MCP) 连接器，允许 AI 代理直接与 Google Sheets 交互，从而能够通过自然语言创建、读取和修改电子表格。

data-brussels

Enables querying Brussels Open Data datasets through natural language or direct tool calls, including search, metadata retrieval, and SQL-like queries.

EasyPanel MCP Server

Enables AI agents to manage infrastructure and deploy Docker services through EasyPanel using natural language commands. It supports full lifecycle management of services, deployments, and networks while facilitating automated scaling and assisted debugging.

Encouragement MCP

Provides short, positive encouragement messages for AI coding agents during long-running or difficult tasks. Hosted on Cloudflare Workers with a public Streamable HTTP endpoint.