发现优秀的 MCP 服务器

Correctover MCP Server

The first MCP server that verifies AI outputs in real-time, ensuring every LLM response is correct, complete, and reliable before it reaches your editor.

BindCraft MCP

Model Context Protocol server for protein binder design using BindCraft via Docker, enabling structure prediction, sequence optimization, and scoring.

Electronic Markets TR

An MCP server that enables real-time product, price, and stock searching across major Turkish electronic component retailers including Robotistan, Robocombo, Direnc.net, and Robo90. It allows AI models to compare local market data to find the best deals and available components.

blob-storage

A lightweight MCP data broker that stores large binary payloads under a UUID, enabling MCP clients and agents to exchange massive results without flooding the LLM context window.

spring-ai-mcp-client

使用 Spring AI 和 Anthropic Claude 模型的 MCP 客户端应用程序。它与支持 MCP 协议的服务器集成，以实现 AI 驱动的聊天互动。

codecrafting-cloudflare-mcp

Enables read-only access to Cloudflare analytics for the codecrafting.fr zone, providing traffic, threats, and path attack data via local MCP tools for Claude Code.

QuickBooks Time MCP Server (Combined)

镜子 (jìng zi)

OpenLandMap MCP Server

Provides access to the OpenLandMap STAC catalog, offering over 100 global environmental datasets including soil, climate, and vegetation data. It enables AI agents to discover, search, and retrieve Cloud-Optimized GeoTIFFs for global geospatial analysis.

Gemini ⇄ Claude MCP Bridge

A private MCP server that lets Claude generate images using Google Gemini/Imagen, exposing a generate_image tool.

File System Utility MCP Server

Enables interaction with the local file system and retrieval of system information. Provides tools for listing directories, reading files, getting current time, and basic greeting functionality.

Interactive Voice MCP Server

Enables voice-based interactions with Claude by converting text to speech using Kokoro TTS and transcribing user responses using NVIDIA NeMo ASR, creating interactive voice dialogues.

WindTools MCP Server

Okay, I understand. You want me to translate the following English text into Chinese: "Your own codebase tools like code semantic search" Here are a few possible translations, depending on the nuance you want to convey: **Option 1 (Most literal and general):** * **你自己的代码库工具，例如代码语义搜索 (Nǐ zìjǐ de dàimǎ kù gōngjù, lìrú dàimǎ yǔyì sōusuǒ)** * This is a direct translation. "你自己的代码库" means "your own codebase," "工具" means "tools," "例如" means "for example," and "代码语义搜索" means "code semantic search." **Option 2 (Slightly more natural flow):** * **像代码语义搜索这样的，你自己的代码库工具 (Xiàng dàimǎ yǔyì sōusuǒ zhèyàng de, nǐ zìjǐ de dàimǎ kù gōngjù)** * This emphasizes the "like" part a bit more. "像...这样的" means "like... such as." **Option 3 (Focus on the benefit/purpose):** * **用于你自己的代码库的工具，比如代码语义搜索 (Yòng yú nǐ zìjǐ de dàimǎ kù de gōngjù, bǐrú dàimǎ yǔyì sōusuǒ)** * This emphasizes that these tools are *for* your codebase. "用于...的" means "used for..." and "比如" means "for example." **Which option is best depends on the context.** If you're simply listing examples, Option 1 or 2 is fine. If you're emphasizing the purpose of the tools, Option 3 might be better. Therefore, I recommend **Option 1 (你自己的代码库工具，例如代码语义搜索)** as a good general translation.

Chrome Devtools Advanced MCP

Enables AI assistants to control Chrome using real user profiles, providing undetectable automation with over 40 tools for navigation, data extraction, and interaction.

mcp-appstore-reviews

Enables reading Apple App Store customer reviews, publishing developer responses, and deleting them via the App Store Connect API with a narrow Customer Support role.

Pipedream MCP Server

Enables interaction with over 2,800 APIs and applications through Pipedream's Connect platform. Provides managed OAuth authentication and API request capabilities for integrating multiple services through natural language.

AI Note MCP Server

A Model Context Protocol server that connects Claude Desktop to AI Note task management, enabling task creation, updates and management through natural language conversations.

Substack MCP Server

Provides deep, structured access to Substack publications with real-time content analysis, including sentiment analysis, readability metrics, and publishing patterns.

postman-mcp-server

Enables AI assistants to create, manage, and interact with Postman collections, workspaces, environments, and API requests directly from conversations.

AI MCP Gateway

Intelligent multi-model orchestrator with dynamic routing that optimizes AI costs by prioritizing free models and escalating to paid tiers only when needed, with stateless architecture using Redis and PostgreSQL.

Headroom Mini

Local MCP server for token optimization, providing tools to compress code/JSON, optimize prompts, and manage placeholder-based content redaction and hydration to reduce LLM token usage.

Voice Mode

Natural voice conversations for AI assistants that brings human-like voice interactions to Claude, ChatGPT, and other LLMs through the Model Context Protocol (MCP).

MCP Server Boilerplate

A starter template for building custom MCP servers that can integrate with Claude Desktop, Cursor, and other AI assistants. Provides example tools, TypeScript support, and automated publishing workflows to help developers quickly create their own MCP integrations.

soloway-mcp

Live intercity bus-trip search across Ukraine and Europe — real-time prices, seats, carriers, cheapest-day-of-month calendar, and trip details with passenger discounts. Read-only, no API key; also available as a hosted remote endpoint at https://mcp.soloway.com.ua/mcp.

Perplexity Ask MCP Server

Integrates the Sonar API to provide Claude with real-time web-wide research capabilities. Enables conversational web searches through Perplexity's AI-powered search engine for up-to-date information retrieval.

MCP Math Server

A Mathematical Computation Protocol server providing 286 mathematical functions across multiple domains with flexible transport options (STDIO/HTTP) and streaming capabilities.

Apple MCP

Enables AI interaction with native macOS applications including Messages, Notes, Mail, Calendar, and Maps through natural language. It allows users to automate tasks like sending messages, managing contacts, and scheduling events across the Apple ecosystem.

Model Context Protocol for Unreal Engine

使像 Cursor、Windsurf 和 Claude Desktop 这样的 AI 助手客户端能够使用模型上下文协议 (MCP) 通过自然语言控制 Unreal Engine。

Avro MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Avro (beta): https://www.cdata.com/download/download.aspx?sku=JNZK-V&type=beta

Cochrane Meta-Analysis MCP Server

Enables AI-assisted meta-analysis workflows following Cochrane methodological standards, including importing RevMan data, validation, meta-analysis, forest plots, publication bias assessment, and report generation.

MCP Server

A Multi-Agent Conversation Protocol Server for the BrowserBase API, auto-generated using AG2's MCP builder, enabling interaction with browser automation functionalities through structured agent conversations.