发现优秀的 MCP 服务器

unofficial-solaredge-mcp

A lean Model Context Protocol (MCP) server that gives AI assistants like Claude structured access to a SolarEdge PV installation via the official SolarEdge Monitoring API.

SVG Maker MCP Server

Enables creation, validation, rendering, and optimization of SVG images with conversion capabilities to PNG, React components, React Native components, and Data URIs.

Clean-Cut-MCP

Enables users to create professional React-powered videos through Claude Desktop using natural language and the Remotion framework. It provides a persistent studio environment for generating animations, managing video assets, and rendering high-quality content.

Luxembourg Invoice MCP

Enables AI agents to send Luxembourg B2B e-invoices over the Peppol network via Storecove, with tools for recipient discovery, invoice creation, and delivery evidence.

GitHub MCP Server

A custom MCP server that lets AI assistants interact with GitHub accounts, offering tools for repository creation, file viewing, code search, and issue management.

302AI Sandbox MCP Server

一个用于 Claude Desktop 的模型上下文协议 (MCP) 服务器，它连接到 302AI 的 API 服务，允许用户通过结构化的通信接口集成和利用 302AI 的功能。

VulnFeed

An MCP server that scans your lockfiles (npm, PyPI, Go, Rust, Ruby, PHP) for known vulnerabilities, enriches with EPSS exploit probability scores, and recommends fix versions. $14/mo — not per-seat.

finance-mcp

Personal finance MCP server providing loan simulation, budgeting, investment comparison, retirement planning, French tax optimization, and inflation calculation through natural language.

mcp-server

Provides instructions and code to set up an MCP server using FastMCP, enabling tool creation for LLM interaction, with an example project for extracting product information from Amazon links.

OSM PostgreSQL Server

为 MCP 提供 OpenStreetMap 集成，允许用户查询和可视化地图数据，并提供添加标记、多边形和控制地图视图的工具。

mixi-mcp

Enables conducting spatial preference interviews for the MIXI lighting brand via Claude.ai, with results saved to Cloudflare KV.

MCP Gateway

Enables authorized Energi-Up staff to query KLIP data in natural language through Claude, strictly read-only, without opening the application.

mcp-bts

Provides access to U.S. Bureau of Transportation Statistics data via the Socrata open-data portal. Enables querying transportation datasets using natural language through Pipeworx gateway.

queria

Enables MCP clients to query Japanese open data (e-Stat, 国土数値情報, EDINET, 気象庁 etc.) from Queria using SQL.

Tabela FIPE

Provides vehicle reference prices in Brazil (Tabela FIPE) for cars, motorcycles, and trucks, enabling navigation by brand/model/year, historical price queries, depreciation curves, and fuzzy model search.

starwell-mcp

MCP server serving official statistics from major data agencies (Statistics Canada, FRED, BLS, World Bank, etc.) as tools with provenance and verification, enabling search, retrieval, analysis, and monitoring via natural language.

crawl-mcp

MCP server for web crawling, searching, and AI-powered content extraction, supporting single-page, batch, and full-site crawling along with text, news, image, book, and video search.

LeBonFoin MCP

French marketplace MCP server for artisanal hemp/CBD products. Exposes 10 tools (product search, personalized recommendations, comparison, producer info with geolocation, stock availability, market prices "Bloomberg CBD", complete CBD guides, news, wiki search, full wiki article) + 4 resources (catalog, producers map, CBD reference covering France + 12 EU countries, wiki catalog).

jdatamunch-mcp

MCP server for tabular data retrieval that indexes local CSV, Excel, Parquet, and JSONL files once and answers questions via column profiles, filtered rows, server-side aggregations, and joins, drastically reducing token usage for large datasets.

AAS Core (agentic-awesome-skills-mcp)

A local, read-only MCP server that lets coding agents search the complete AAS skill catalog, compose and validate agent-chosen skill stacks, and generate reproducible, reviewable plans without uploading project code.

Deed

Contract-first programming language with a local MCP server for checking types, effects, capabilities, and contracts in agent-written modules. Its review tool compares before and after source sets and returns receipts for new authority, weaker promise tiers, and new Guarded runtime obligations.

OpenAPI MCP Server

A generic MCP server that dynamically converts OpenAPI-defined REST APIs into tools for LLMs like Claude. It supports multiple authentication methods and transport protocols, enabling seamless interaction with any OpenAPI-compliant API.

highchart-mcp-server

Enables AI assistants and clients to generate Highcharts-based charts with schema validation, export to PNG/SVG/PDF, and natural language to chart conversion.

Voicevox MCP Server

一个服务器，使 Claude 3.7 和其他 AI 代理能够通过模型上下文协议访问兼容 VOICEVOX 的语音合成引擎（AivisSpeech、VOICEVOX、COEIROINK）。

MCP Calc Tools

一个服务器，为 AI 代码助手提供高级数学和金融计算能力，使其无需直接实现算法即可执行复杂的计算，例如符号微积分、数值方法和金融分析。

prolog-debug-mcp

An MCP server that uses SWI-Prolog for logical deduction to find root causes of errors in service dependencies, enabling root cause analysis, impact analysis, and cycle detection.

chaining-mcp-server

A unified MCP server for enterprise tool chaining, route optimization, sequential thinking, time management, monitoring, analytics, security, and compliance.

Unofficial FDA MCP Server

Provides comprehensive pharmaceutical intelligence by integrating real-time openFDA data with locally-cached Orange Book and Purple Book databases. It enables users to analyze drug safety, patents, generic equivalents, biosimilars, and regulatory information through natural language queries.

simplifier-mcp

An MCP (Model Context Protocol) server that enables integration with the Simplifier Low Code Platform. This server provides tools and capabilities for creating and managing Simplifier Connectors and BusinessObjects through the platform's REST API.

mcp-zap

MCP server for sending and receiving WhatsApp messages through Evolution API, enabling management of instances, messages, and chats directly from Claude Code.