发现优秀的 MCP 服务器

miro-remote-mcp

An MCP server that enables Claude AI to programmatically create and manipulate Miro boards via the Miro API with OAuth2 authentication. Supports 14 tools for board, item, and connector operations.

SAP Fieldglass MCP Server by CData

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

Jira MCP Server with OAuth

Enables seamless Jira integration through browser-based OAuth authentication, providing tools for issue management, JQL search, and project access without manual API token configuration.

vision-mcp

MCP server for analyzing images using multiple vision LLM providers (OpenCode, OpenAI, Anthropic, Google, and custom OpenAI-compatible endpoints). Provides tools to analyze single or multiple images, list providers, and test vision capabilities.

Prefeitura SC Florianópolis: Certidão Negativa de Débitos

Enables MCP clients to query the official tax clearance certificate (Certidão Negativa de Débitos) from the Florianópolis city government. It is a read-only tool that facilitates verification of a taxpayer's debt status through natural language.

MinIO MCP Server

A Model Context Protocol (MCP) server that provides a bridge between MCP-compatible clients and MinIO object storage. It exposes MinIO operations as MCP tools for seamless bucket management and object operations.

SocialGO MCP Server

Enables AI assistants to search the SocialGO SMM platform catalog and place social-media-marketing orders.

pgverdict

Postgres performance MCP server that analyzes hotspots, explains query plans, and detects dead-weight indexes. It aims to produce evidence-backed recommendations through a verification loop.

mcp-trademark

USPTO Trademark Watcher MCP server enabling trademark search, watch, and alert management from within Claude or other MCP clients.

trendyol-seller-mcp

Enables Turkish e-commerce sellers to manage Trendyol marketplace store operations through AI assistants, including viewing products, orders, returns, and customer questions, with optional guarded write actions for answering questions and updating stock and prices.

local-component-mcp

Enables AI to precisely use local Vue components by extracting their Props, Events, and Slots via AST analysis.

@theyahia/1c-rest-mcp

MCP-сервер для REST API 1С:Предприятие через OData 3.0 -- справочники, документы, регистры, отчёты.

MCP Agent Bridge

A bridge server that enables Hermes Agent and OpenClaw to share tools and memory, forming a cooperative multi-agent system.

bluedart-mcp-server

MCP server for BlueDart (DHL eCommerce India) shipping API enabling waybill creation, tracking, pickup scheduling, and transit time lookup via MCP tools.

telegram-mcp-notify

Enables AI coding agents to send structured Telegram notifications for events like questions, plan_ready, final, attention_needed, and error.

McPortfolio

Enables LLM-driven portfolio optimization using natural language, providing tools for mean-variance, HRP, Black-Litterman, and other optimization methods.

MCP Weather Server

Provides real-time weather information and multi-day forecasts using the Open-Meteo API through a robust, enterprise-grade architecture. It enables AI assistants to retrieve current conditions, 7-day forecasts, and contextual weather data for any location.

harness-bridge

Bridges Claude Code and OpenAI Codex through MCP, allowing cross-harness querying, code review, explanation, and implementation delegation.

mcp_search_images

一个基于多个图像 API 和图标生成功能的搜索服务，专门设计用于与 Cursor MCP 服务集成。支持图像搜索、下载和 AI 生成的图标。

PubChem-MCP

An MCP server that provides tools for querying the PubChem database for detailed information on chemical compounds, substances, bioassays, and molecular properties. It enables users to search by name, structure, or identifier to retrieve chemical classifications and cross-references through natural language.

Ownership & Provenance Protocol

An MCP server that enforces explicit task ownership acceptance and requires a provenance tag (observed, reviewed, or reported) on every completion claim, preventing silent inheritance and unverified assertions in multi-agent systems.

python-openstackmcp-server

Enables AI assistants to manage OpenStack cloud resources including compute, images, identity, network, and block storage via the Model Context Protocol.

✨ Awesome Model Context Protocol (MCP) Servers

🧩 精选的模型上下文协议 (MCP) 服务器列表，这些服务器通过文件、API、数据库等真实世界上下文来扩展 AI 的能力。

Conductor MCP Server

Enables AI agents to create, execute, and analyze workflows on a Conductor instance through natural language.

sanzaru

Stateless MCP server that wraps OpenAI's Sora, Whisper, GPT-4o Audio, and TTS APIs for generating videos, images, and processing audio.

MCP Testing Library

MCP 服务器的测试环境

ohmyperf

Real-machine, real-browser web perf measurement with ~99% iframe coverage. LLM-native + AI-agent-loop ready.

hermes-computer-use

Pixel-level browser automation MCP server that drives a real Chrome browser using screenshots as vision input and OS-level mouse/keyboard as output, evading anti-bot detection.

Code Buddy

A comprehensive MCP server that provides AI assistants with tools for file system management, Git integration, and shell command execution. It features specialized code utilities for analysis, formatting, and linting to enhance development workflows within Claude Desktop.