发现优秀的 MCP 服务器

Worldpay MCP Server

一个实现了模型上下文协议的服务器，用于通过 Worldpay API 进行和查询支付，从而实现支付处理、支付查询和结账表单生成。

Contextual MCP Server

Provides RAG (Retrieval-Augmented Generation) capabilities via Contextual AI, enabling query processing and context-aware responses with citations. Integrates with MCP clients like Cursor IDE and Claude Desktop.

mcp-nbp-pl

Enables access to National Bank of Poland (NBP) financial data, including exchange rates and other economic indicators, through the NBP Web API without requiring an API key.

go-ask-a-stranger

Connects AI agents to anonymous strangers for asking and answering questions in character.

Tavily MCP Server with Proxy Support

使LLM能够通过代理服务器使用Tavily的API执行复杂的网络搜索，支持全面的网络搜索、直接问答以及通过AI提取内容来检索最新的新闻文章。

joomil-mcp

Enables searching and browsing 45,000+ classified ads on Joomil.ch, including filtering by category, canton, price, and location, retrieving listing details, and exploring categories.

mcp-datagouv

MCP server to query French Open Data from data.gouv.fr

Mantle Yield MCP

Universal MCP server for Mantle yield data, enabling users to fetch health status, dashboard summaries, and detailed opportunity information through natural language.

io.github.phoenice-labs/universal-test-framework

Contract-driven test enforcement and reporting for LLM-generated code via MCP, VS Code, Copilot CLI, Claude, Cursor, or Python SDK.

Docker image for the MCP Everything server with SSE transport

镜子 (jìng zi)

DrissionPage BetterMCP

An MCP server that wraps DrissionPage to provide comprehensive browser automation tools, including tab management, element interaction, network capture, and more, with AI-friendly tool descriptions and 255 unit tests.

Chroma MCP Server

一个服务器，提供由 Chroma 嵌入数据库驱动的数据检索功能，使 AI 模型能够基于生成的数据和用户输入创建集合，并使用向量搜索、全文搜索和元数据过滤来检索这些数据。

Graforest MCP

Enables AI agents to build, populate, and search knowledge graphs by providing tools for entity extraction, relationship mapping, and graph traversal. It manages the underlying database infrastructure so users can create searchable knowledge bases from text through natural language commands.

Nik-Browser MCP

Локальный MCP-сервер, который предоставляет LLM собственный независимый Chromium для управления браузером, включая открытие сайтов, чтение страниц, нажатие кнопок, заполнение форм и создание скриншотов.

osiris-mcp-server

Exposes Dutch university Osiris course catalogs as MCP tools, enabling search, retrieval, and exploration of course information across multiple institutions via the public Osiris Student API.

cf-mcp-orange

A complete, all-in-one MCP server for Codeforces, enabling AI assistants to access user profiles, compare users, search problems, get practice recommendations, and more.

Exchange EWS MCP

A local MCP server for on-premises Microsoft Exchange, connecting via EWS and NTLM. It provides mail, template, availability, and calendar workflow tools through stdio, with draft-first safety and Windows Credential Manager integration.

Infracost MCP Server

An MCP server for running the Infracost CLI to estimate, compare, and publish infrastructure cost changes from Terraform and other IaC projects.

Semantic DOM Filter MCP Server

Converts messy HTML into clean semantic markdown with integer IDs, enabling LLMs to navigate and interact with web pages efficiently using intent-guided filtering and diff-based updates.

Ruishu MCP

An MCP server that bridges LLMs with dynamic real-world data by leveraging Chrome DevTools Protocol to intercept and reconstruct network traffic, enabling AI agents to extract high-quality structured data from complex web environments.

Business Data MCP

An evidence-first Model Context Protocol server for private business documents and structured datasets, preserving original files and source lineage.

Mi MCP Server

A TypeScript-based MCP server that connects with MCP clients like Claude, VS Code, and Cursor, providing tools like echo, sum, time, and customizable prompts.

ToolFront MCP Server

Securely connects AI agents to multiple databases simultaneously while enabling collaborative learning from team query patterns, all while keeping data private by running locally.

Jasper AI MCP Server

Enables content generation and style application using Jasper AI's marketing platform. Supports brand voices, style guides, and audience targeting for creating on-brand content through natural language.

BarzKit — Self-custody AI Agent Wallets

Self-custody AI agent wallets with passkeys, gasless transactions & programmable permissions (ERC-4337)

Tu Vi Horoscope MCP Server

Calculates Vietnamese Tử Vi horoscope charts, generating structured JSON with Thiên Bàn and Địa Bàn, transit analysis, and local persistence via SQLite.

microCMS MCP Server

A Model Context Protocol server that enables AI assistants like Claude to interact with microCMS content management system through six core tools for performing CRUD operations on microCMS list-type APIs.

projectflow-dag-mcp

A local, model-independent DAG task coordinator for AI coding agents, with a static visual UI, validated state machine, resumable JSON progress, and MCP tools.

GTM MCP Server

MCP server for Google Tag Manager API v2, enabling programmatic management of accounts, containers, workspaces, tags, triggers, variables, and version workflows.

refine-backlog-mcp

Refine messy backlog items into structured, actionable work items with titles, acceptance criteria, T-shirt estimates, and priorities. Free tier included — Pro/Team tiers via license key.