发现优秀的 MCP 服务器

mcp-lightcast

Integrates with Lightcast APIs to search job titles, extract skills from text, and access career data for analysis.

tablebridge

Turns a folder of CSV, Parquet, and JSON files into a single SQL-queryable source for AI agents, supporting JOINs across files with read-only sandboxed access.

mcp-vision

Enables image recognition and description using Kimi K2.5 (Infini-AI) via the recognize_image tool. Supports local image files with optional custom prompts.

Theta-MCP

A comprehensive sales automation platform combining Model Context Protocol (MCP) server with Gemini AI voice interface, featuring 13+ integrated sales tools and AWS deployment capabilities.

Monstarx India MCP

Production-ready MCP server exposing India-specific public data, weather/environment, transport, and maps/address APIs through unified tools for AI agents.

Agentipy MCP Server for Claude Desktop

一个模型上下文协议服务器，使 Claude AI 能够与 Solana 区块链交互，允许它执行交易、查询账户、管理钱包、获取价格预测、交易代币以及访问各种区块链数据源。

sqlglot MCP server

Provides SQL parsing, transpilation, formatting, extraction, and condition injection via MCP protocol, enabling agents to validate, analyze, and transform SQL.

vk-ads-mcp

MCP server for VK Ads API (myTarget v2) that allows AI agents to manage advertising accounts: create and modify campaigns, ads, upload creatives, and fetch statistics.

Markdown MCP Server

Extracts clean markdown content from web pages using Playwright, automatically filtering out navigation, headers, and ads while preserving formatting. Handles JavaScript-heavy sites and dynamic content, making web content easily readable and processable.

Listenseu Image MCP

Enables Codex users to generate and edit images via Listenseu's image API, reusing their existing Codex login credentials without exposing API keys.

armorcode-mcp

MCP server for ArmorCode security platform enabling finding triage, scans, exceptions, risk scores, and release gate checks via natural language.

Fifth Elephant MCP Server

A demonstration MCP server providing basic tools for returning greetings and performing mathematical addition. It serves as a practical workshop guide for setting up and configuring Model Context Protocol servers from scratch using Python.

Lemonade MCP Server

Enables AI assistants to interact with Lemonade's insurance services for renters, homeowners, pet, and car insurance using Playwright browser automation. Users can retrieve quotes, manage existing policies, file claims, and access policy documents through natural language.

gmail-mcp

Full Gmail control for any MCP-compatible AI agent. Exposes ~40 tools for reading, composing, labeling, filtering, threading, and account management.

github-mcp-lite

A minimal MCP server that enables creating GitHub repositories, committing files, and publishing releases using just a personal access token, without Docker or local Git.

garmin-local-mcp

Local-first Garmin data warehouse with an analysis-grade MCP server. Sync once, analyze forever, even when the API is down.

GitHub MCP Server

MCP server for the GitHub API, enabling file operations, repository management, search functionality, issues, pull requests, and more.

@calmesh/mcp-server

MCP server that connects AI agents to calendars, bookings, and scheduling polls via the Model Context Protocol.

react-analyzer-mcp

A Docker-managed MCP server for analyzing React codebases and generating component documentation from mounted workspaces. It enables users to scan projects, analyze JSX/TSX strings directly, and generate Markdown docs while ensuring safe path handling.

MCP Builder

一个基于 Python 的服务器，旨在帮助用户在不同平台上轻松安装和配置其他 MCP 服务器。 Or, a slightly more formal translation: 一个基于 Python 的服务器，旨在帮助用户在各种平台上便捷地安装和配置其他 MCP 服务器。

Sprout & Stem

A customer-service MCP server for a fictional plant nursery that handles order management with layered guardrails, including refund caps and human escalation.

cypress-mcp

MCP server that connects Claude to Cypress test runner, enabling reading spec files and inspecting test results including command logs, errors, and DOM snapshots.

Think MCP Server

Provides prompt management, resource management, and tool call capabilities (content analysis, article analysis) based on the MCP protocol.

SEFAZ Certidão Negativa de Débitos

Enables querying Brazilian state tax clearance certificates (Certidão Negativa de Débitos Estaduais) from official sources via a read-only, hosted MCP tool with pay-per-use access.

pm-copilot

Product management copilot that connects Claude to HelpScout support tickets and ProductLift feature requests. Synthesizes customer feedback across sources, scores themes by convergence, and generates prioritized product plans.

Frida MCP

一个符合 MCP 协议的服务器，它使 AI 系统能够通过 Frida 的动态插桩功能与移动和桌面应用程序进行交互，从而实现进程管理、设备控制、JavaScript 执行和脚本注入。

MISP MCP Server

A Model Context Protocol server that connects AI assistants to MISP threat intelligence platforms. It enables threat intelligence search, IOC lookup, and event analysis through natural conversation.

Deep Research MCP Server

Enables iterative deep research by integrating AI agents with search engines, web scraping, and large language models for efficient data gathering and comprehensive reporting.

Binance MCP Server

一个模型上下文协议服务器，向大型语言模型（LLMs）公开币安加密货币交易所的数据，允许代理访问实时价格、订单簿和历史市场数据，而无需 API 密钥。

Supabase Storage MCP

Enables secure file and bucket management operations with Supabase Storage through enterprise-grade security features, batch uploads/downloads, and comprehensive file management capabilities. Supports both local file paths and base64 data with advanced transformations and auto-download functionality.