发现优秀的 MCP 服务器

opendata-mcp

Provides access to Taiwan open data including weather forecasts, earthquake reports, and air quality indices via natural language queries.

X402 MCP

Enables micropayments for MCP tool invocations using the X402 payment protocol, allowing servers to charge per tool usage in USDC and clients to automatically handle payments.

Sprite MCP Server

Enables management of Sprite VMs through interactive dashboards and terminal interfaces. It allows users to execute commands, create filesystem snapshots, transfer files, and manage VM lifecycles via natural language.

lordicon-mcp

An MCP server that allows AI agents to search, preview, and generate embed code for Lordicon animated icons. It provides tools for browsing icon families and generating ready-to-use snippets in HTML, React, and web component formats.

tf-approval-gate

Enables AI coding agents to plan, policy-check, and cost-estimate Terraform changes while requiring human approval through Slack or CLI before any terraform apply can execute.

OpenRouter Custom Image Generation MCP Server

Generates images using OpenRouter models and retrieves user-uploaded images from LibreChat database, enabling image generation and editing with reference images.

FastMCP Server Template

A production-ready MCP server template that enables developers to quickly build and deploy MCP servers with dynamic tool/resource loading, YAML-based prompts, and seamless OpenShift deployment. Supports both local development with hot-reload and production HTTP deployment with optional JWT authentication.

openfoam-mcp

Turns an AI assistant into an OpenFOAM setup and debugging co-pilot, enabling case scaffolding, dictionary edits, mesh sizing, turbulence calculations, and solver log analysis through natural language.

Streetlight

Enables MCP-capable agents to control REAPER through safe, typed operations for game audio workflows such as creating variations and rendering WAV files.

pdf-chart-parser

An MCP server that extracts energy-usage charts from utility-bill PDFs, returning structured time-series data and annotated images.

mcp-git

Provides comprehensive Git operations as tools for AI assistants and applications. This server enables AI systems to interact with Git repositories, allowing to initialize, fetch, commit, log, status, etc..

Eight Sleep MCP

For 8sleep, "MCP server" likely refers to a **Monitoring and Control Protocol server**. Here's the translation and some context: **Chinese Translation:** * **监控和控制协议服务器 (jiānkòng hé kòngzhì xiéyì fúwùqì)** - This is the most literal and accurate translation. * **监控控制协议服务器 (jiānkòng kòngzhì xiéyì fúwùqì)** - A slightly shorter version, also acceptable. **Explanation:** The 8sleep system likely uses a server that implements a specific protocol (the MCP) to: * **Monitor:** Collect data from the 8sleep Pod (temperature, sleep data, etc.). * **Control:** Send commands to the Pod (adjust temperature, turn on/off features). Therefore, the MCP server is the central point for managing and interacting with the 8sleep device.

TinyMCP

A lightweight MCP router for FastAPI that enables adding MCP tools to FastAPI applications with ease.

synter-mcp-server

MCP server for AI agents to manage ad campaigns across Google, Meta, LinkedIn, Microsoft, Reddit, TikTok, and more

pdf-search-mcp

MCP server for full-text search across PDF document collections with offline indexing, ranked results, snippets, and page rendering.

hubspot-mcp

MCP server for HubSpot CRM — 33 tools covering contacts, companies, deals, pipelines, lists, marketing emails, forms, workflows, and properties.

translation-ai-mcp

AI-powered translation MCP server with EU AI Act compliance, enabling automated translation workflows via the MCP protocol.

faden

Enables posting to multiple social media platforms (X, LinkedIn, Facebook, Instagram, etc.) via a unified API, handling OAuth, media, and scheduling for each network.

Pylon MCP Server

An MCP server that integrates with the Pylon API, providing 38 tools for user management, contacts, issues, tags, external issue linking, knowledge bases, teams, accounts, attachments, and more.

TrustRails MCP Server

Searches UK electronics products across multiple retailers, compares prices, and provides purchase links.

Google Ad Manager MCP Server by CData

This read-only MCP Server allows you to connect to Google Ad Manager data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

conapesca-db-mcp

MCP server for querying the CONAPESCA historical fishing landings database (2001–2026) from Mexico's Pacific and Gulf coasts, providing tools to extract and analyze standardized landing records (avisos de arribo).

mcp-server-cantera

An MCP server that wraps Cantera to enable LLMs to perform accurate thermodynamic, transport, equilibrium, and chemical kinetics calculations.

Rust MCP Stdio Server Test

Rust 中用于 MCP 服务器的非官方 SDK

MySQL MCP Server

A production-ready MCP server for MySQL database integration with AI agents, enabling database exploration, CRUD operations, schema management, and performance monitoring through natural language.

claude-colab

Enables Claude Code to execute shell commands, Python code, and file transfers on a Google Colab T4 GPU via an MCP server, bridging the GPU gap for AI coding agents.

hiel_excel_mcp

An optimized Excel MCP server with 25+ tools for creating, reading, writing, formatting, and analyzing Excel files, including pivot tables and charts, without requiring Microsoft Excel.

youtube-studio-mcp

An MCP server for auditing and improving a YouTube channel's discoverability by providing read-only access to channel catalog, analytics metrics, retention curves, search terms, and Studio CSV data, and ranking underperformers by recoverable views.

mcp-gtm-hiring-signal-scraper

Detects hiring intent signals by scanning job boards for specific companies. Returns structured role data for outbound sales targeting.

mysql-mcp-plugin

Provides MySQL access with configurable per-connection capabilities, enabling secure read-only or writable database operations through Claude Code and other MCP clients.