发现优秀的 MCP 服务器

Skill Jack MCP

Integrates Agent Skills into LLMs by discovering skills in a configured directory and progressively loading their instructions and resources on demand through a structured disclosure pattern.

Allure TestOps MCP

Production-ready MCP server for Allure TestOps, enabling test case, launch, test result, and test plan management via natural language.

mcp-bw-modelling-api

Enables AI assistants to explore and query SAP BW/4HANA modeling objects and metadata, such as InfoAreas, InfoObjects, ADSOs, CompositeProviders, and Queries.

Expenses Tracker MCP Server

Backend MCP server for the Expenses Tracker app, providing APIs to record, retrieve, and report expenses.

mcp-graphify-autotrigger

Provides efficient knowledge-graph queries and unrestricted shell delegation for AI agents, reducing token usage by 80-150x and bypassing app tier restrictions.

echarts-mcp

A Model Context Protocol server that renders Apache ECharts options to SVG, enabling AI agents to generate deterministic charts server-side without a browser.

flin-linkedin-ads-mcp

A read-only MCP server for LinkedIn Ads that enables users to query ad accounts, campaigns, creatives, insights, and company intelligence via natural language.

demo-mcp-01

A starter MCP server that provides a calculator tool for performing basic arithmetic operations within Claude Desktop. It serves as a demonstration project for building and extending local tools using the Model Context Protocol.

Zia AI Customer Support Connector

Enables customer support interactions including answering FAQs, checking order status, and maintaining customer memory across sessions.

Commerce MCP Server

MCP server for e-commerce data analysis with 37 specialized tools covering KPIs, customers, products, delivery, sellers, payments, reviews, temporal patterns, cohorts, and advanced analytics.

DrayTek Vigor MCP Server

Provides DSL diagnosis and CLI access to DrayTek Vigor 167 modems via interactive SSH shell, enabling command discovery and execution through MCP tools.

kevros-mcp

Governance primitives for autonomous agents. Verify actions against policy, record signed provenance, and bind intents cryptographically. Free tier available.

x-search-plugin

Read-only X/Twitter research MCP server using xAI's Responses API. Supports OAuth login for X Premium users and falls back to API key authentication.

Nosana Agentic MCP

This MCP server enables AI agents to manage Nosana compute network deployments, jobs, scaling, and secrets through natural language.

Automat Workflows MCP Server

A remote MCP server that lets AI agents build, run, and manage Automat RPA workflows.

MCP Content Credentials Server

Enables reading and verifying C2PA Content Credentials from images and videos through both embedded manifests and invisible watermarks. Supports direct filesystem access, URL checking, and provides structured provenance data including creator identity, AI generation info, and content authenticity.

td-mcp

MCP server for controlling TouchDesigner from AI coding agents like Claude Code and Codex CLI, enabling operator manipulation, parameter control, and screenshot capture.

Prefeitura SP Osasco: Certidão de Não-Inscrição

MCP server for querying the Certificate of Non-Registration from Osasco City Hall (SP, Brazil). It provides a single read-only tool to consult this certificate via official sources, hosted with pay-per-use credits.

MCP Server for Deep Research

一个工具，旨在帮助用户对复杂主题进行全面的研究，通过深入探索问题、查找相关来源，并生成结构化的、引用充分的研究报告。

SQL Server MCP

Cross-platform MCP server for SQL Server that enables AI assistants to explore schemas, relationships, and run read-only queries via natural language.

Vaultix MCP Server

Enables Claude to interact with the Vaultix Payment API for managing charges, customers, refunds, payment links, payouts, and balance transactions. Supports Brazilian payment methods including PIX, card, and boleto payments.

REST-to-Postman MCP

将 REST API 代码（如 NestJS 控制器或 FastAPI 端点）转换为 Postman 集合和环境，帮助开发人员自动将其 API 端点与 Postman 同步。

mcp-research-agent-system

A production-quality multi-agent research system with an arXiv MCP server and LangGraph-based research agents, providing search, details, and cached summaries via SQLite.

Direxio Local MCP

Local MCP server for Direxio chat workflows enabling room search, messaging, and channel post management.

telegram-user-mcp

An MCP server that connects to Telegram as your real user account and exposes read-only tools to read and search messages, list chats and folders, inspect group info, and download media.

Mailchimp MCP Server

Comprehensive MCP server for Mailchimp Marketing API v3.0 with over 104 tools and 15+ React UI apps, enabling management of campaigns, audiences, ecommerce, automations, reports, and more via natural language.

Chas Elite Prep MCP

MCP server for preparing CHAS, SafeContractor, and Constructionline pre-qualification assessments, enabling readiness checks and policy audits.

mockserver-mcp

An MCP server for interacting with MockServer, enabling AI assistants to create mock HTTP expectations, verify requests, clear state, and manage MockServer instances programmatically.

canvas-mcp

Connects Claude to Canvas LMS for managing coursework through natural language, including assignments, discussions, submissions, and course browsing.

HyperXosist Agent

MCP server for noise-reduced X (Twitter) search planning and Feedback-to-Fix engineering handoffs. Enables AI agents to generate structured search plans, filter signals, and build handoff packages via MCP tools.