发现优秀的 MCP 服务器

3DCityDB MCP Server

Enables AI assistants to interact with 3DCityDB v5 through natural language, dynamically resolving object classes, properties, and codelists to answer spatial questions and execute SQL queries on CityGML data.

Workflowy MCP Server

Enables LLMs to interact with Workflowy through the Model Context Protocol, supporting operations like creating, updating, deleting, and listing nodes.

drawio-mcp-server

Enables AI agents to create, read, update, and delete Draw.io diagrams, allowing automated generation of architectural diagrams, flowcharts, and visual documentation.

Apidog Sync MCP Server

MCP server for reading, writing, and organizing API documentation in Apidog.

Polarion MCP Server

Integrates with Siemens Polarion ALM to manage test cases, test runs, and results, with support for JUnit import and spreadsheet export.

Telegram MCP Server

Read-only MCP server for Telegram channels. Provides access to posts, comments, reactions, and aggregated statistics via MTProto.

DuckDB MCP Server

Enables running read-only SQL queries and exploring DuckDB databases through MCP tools like listing tables, describing schemas, and fetching paginated data.

Spark SQL MCP Server

An MCP server that enables AI assistants to query Spark SQL clusters via the Thrift/HiveServer2 protocol.

Ros2-MCP-Web-Portal

Enables natural language command control of robots via ROS2, with a web portal for real-time visualization and interaction.

WhatsApp Python Automation

使用 MCP 和 Ollama 的 WhatsApp 消息传递 这个项目将 PraisonAI Agents 与 Ollama (llama3.2) 和一个基于 Go 的 WhatsApp 桥接器集成在一起。它允许你通过本地 REST API，使用自然语言发送 WhatsApp 消息，该 API 由 LLM 和自定义 MCP 工具驱动。

mcp-ml-toolkit

基于FastMCP和scikit-learn构建的机器学习MCP服务器，提供30个工具覆盖分类、回归、聚类、降维、模型评估和数据预处理。

bscs-mcp

Deterministic, no-LLM MCP server exposing six operations from the Behavioral State-Change Selling methodology manifest.

nopcommerce-qa-mcp

MCP server for nopCommerce QA automation using Playwright. Enables running tests, viewing reports, analyzing failures, and generating QA dashboards.

ANVISA: Processo

This MCP server enables querying official ANVISA (Brazilian health regulatory agency) process information through a hosted, read-only, pay-per-use tool that works with any MCP client over HTTP.

Clockify MCP Server

Enables AI assistants to interact with Clockify time tracking API to manage time entries, projects, tasks, and workspaces through natural language commands.

MCP Ethical Hacking

Here are a few options for translating "MCP Ethical Hacking Security sample for educational" into Chinese, depending on the nuance you want to convey: **Option 1 (Most straightforward and common):** * **Simplified Chinese:** 用于教育的 MCP 道德黑客安全示例 (Yòng yú jiàoyù de MCP dàodé hēikè ānquán shìlì) * **Traditional Chinese:** 用於教育的 MCP 道德駭客安全示例 (Yòng yú jiàoyù de MCP dàodé hài kè ānquán shìlì) * This is a direct translation. It's clear and understandable. **Option 2 (Emphasizing the "sample" as a learning resource):** * **Simplified Chinese:** 用于教育的 MCP 道德黑客安全学习示例 (Yòng yú jiàoyù de MCP dàodé hēikè ānquán xuéxí shìlì) * **Traditional Chinese:** 用於教育的 MCP 道德駭客安全學習示例 (Yòng yú jiàoyù de MCP dàodé hài kè ānquán xuéxí shìlì) * Adding "学习 (xuéxí)" which means "learning" emphasizes that the sample is for study purposes. **Option 3 (More formal and professional):** * **Simplified Chinese:** 用于教育目的的 MCP 道德黑客安全范例 (Yòng yú jiàoyù mùdì de MCP dàodé hēikè ānquán fànlì) * **Traditional Chinese:** 用於教育目的的 MCP 道德駭客安全範例 (Yòng yú jiàoyù mùdì de MCP dàodé hài kè ānquán fànlì) * "目的 (mùdì)" means "purpose" or "objective," making it sound more formal. "范例 (fànlì)" is a more formal word for "example." **Vocabulary Breakdown:** * **MCP:** MCP (remains the same, as it's an acronym) * **Ethical Hacking:** 道德黑客 (dàodé hēikè) / 道德駭客 (dàodé hài kè) (道德 = ethical, 黑客/駭客 = hacker) * **Security:** 安全 (ānquán) * **Sample:** 示例 (shìlì) / 范例 (fànlì) * **For Educational:** 用于教育 (yòng yú jiàoyù) / 用于教育目的 (yòng yú jiàoyù mùdì) * **Learning:** 学习 (xuéxí) * **Used for:** 用于 (yòng yú) * **Purpose/Objective:** 目的 (mùdì) **Which option is best?** Option 1 is generally the best starting point. If you want to emphasize the learning aspect, use Option 2. If you need a more formal tone, use Option 3. The choice depends on the specific context.

Yuque MCP Server

Enables AI assistants to interact with Yuque (语雀) platform through MCP protocol, supporting knowledge base management, document operations, search, and team collaboration features.

nexusfeed-mcp

Real-time LTL freight fuel surcharge rates for 9 US carriers and US state ABC liquor license compliance lookups (CA, TX, NY, FL). Every response includes a verifiability block with extraction confidence and source URL so agents can assess data quality before acting.

CTRL MCP

The on-chain automation layer. Live on Base. Automate your workflows with the CTRL MCP. Sign once. Execute forever.

@striderlabs/mcp-grubhub

Enables AI agents to autonomously order food from Grubhub, including searching restaurants, browsing menus, managing cart, placing orders, and tracking delivery.

pastorsimon1798/mcp-video

MCP for video editing through ffmpeg

Custom MCP Server

A Next.js-based MCP server that provides basic utility tools including echo, current time retrieval, and safe mathematical calculations through HTTP and SSE transports.

K-Data Gate MCP Server

Provides Korean market data (products, trends, stocks, real estate) in English JSON for AI agents, with 13 tools including search, trends, and stock analysis.

Ordiscan MCP Server

一个 MCP 服务器，用于获取关于比特币上的 Ordinals 和 Runes 的信息。

telegram-mcp-server

A read-only MCP server that lets AI agents read personal Telegram chats from an allowlist of folders, with no send/edit/delete capability.

@striderlabs/mcp-ihg

Enables hotel search, booking, reservation management, and rewards tracking for IHG hotels via browser automation.

Conductor MCP Server

MCP server for interacting with Conductor workflow orchestration, enabling AI agents to create, execute, and analyze workflows.

skylight-mcp-remote

Remote MCP deployment scaffold for Skylight's MCP server, hosted on Cloudflare Workers and Containers, enabling HTTP access to the stdio-based Ruby MCP server.

mcp-template

A batteries-included Python template that ships a shared service registry as a CLI, MCP server, and HTTP API, enabling rapid development of MCP tools like the included Gmail skill.