发现优秀的 MCP 服务器

sendblue-mcp

Enables AI agents to send SMS/iMessage and check replies via Sendblue API using secure polling (no webhooks).

pr-narrator-mcp

Generates commit messages, PR titles and descriptions, and release notes from git changes, with automatic domain detection for appropriate PR templates.

MCP Project Manager

Enables task management (create, list, update tasks with priority and status) using SQLite storage via MCP tools.

Freedcamp MCP Server

Enables to manage Freedcamp projects, tasks, users, and comments through natural language with HMAC-SHA1 authentication and name resolution.

OpenVSP MCP Server

Enables automated geometry editing and aerodynamic analysis using OpenVSP and VSPAero through natural language. Provides tools to modify aircraft geometry parameters and run computational fluid dynamics simulations programmatically.

taw-computer

An MCP server that provides AI agents with a full Ubuntu desktop environment inside Docker, enabling them to perform complex computer tasks like browsing, coding, testing, and GUI automation.

safeskill

Runs a one-click security audit on your MCP setup, scanning packages for vulnerabilities and assigning a score from 0-100 with actionable recommendations.

MCP-Communicator-Telegram

一个 MCP 服务器，可以通过 Telegram 与用户进行通信。该服务器提供一个工具，可以向用户提问并通过 Telegram 机器人接收他们的回复。

korean-university-regulation-mcp

MCP server to search and retrieve regulations from 14 Korean universities' regulation management systems. Supports querying, listing, and viewing full text or specific articles.

codetree

Gives coding agents structured code understanding via tree-sitter with 23 tools and 10 languages, enabling precise queries instead of reading entire files.

MCP Hello World Server

An example MCP server demonstrating how to create custom tools for LLMs like Claude. It provides sample tools for generating personalized greetings and performing basic arithmetic calculations.

D&D Beyond MCP Server

A Model Context Protocol server that gives Claude direct access to your D\&D Beyond account for characters, campaigns, sourcebooks, spells, monsters, rules, encounters, and treasure.

nano-banana-mcp-app

Enables Claude to generate and edit images using Google Gemini AI.

TossInvest MCP

Enables querying Korean and US stock information, quotes, account assets, and order history via Toss Securities Open API. Optionally supports order placement with preview and confirmation safeguards.

Oxide

Intelligent LLM orchestrator that automatically routes tasks to the most appropriate AI model (Gemini, Qwen, Ollama, LM Studio) based on task characteristics, enabling distributed processing and parallel execution across local and network services.

TikTok MCP Service

提供一个强大的接口，可以通过话题标签搜索 TikTok 视频并检索热门内容，同时具备反检测措施和全面的元数据提取功能。

DevTo-MCP

A production-ready MCP server for the DEV Community (Forem) API, enabling management of articles, comments, users, tags, organizations, reading list, and followers through any MCP-compatible client.

Firebase MCP Server

镜子 (jìng zi)

Ecovacs MCP Server

A control server that enables AI assistants to interact with Ecovacs robot vacuums through MCP protocol, supporting device listing, cleaning control, charging control, and status queries.

Garmin Sailing MCP

Turns your Garmin watch into a sailing analytics tool by combining GPS data from Garmin Connect with historical weather data, providing insights like speed, VMG, wind conditions, and interactive maps.

Douyin API New MCP Server

Provides access to Douyin (TikTok China) API for searching videos, retrieving user profiles, posts, comments, music, challenges, live streams, and hot trends through the Douyin platform.

Figma MCP Server

克劳德 MCP 服务器与 Figma 协同工作 (Kèláodé MCP fúwùqì yǔ Figma xiétóng gōngzuò)

social-research-mcp

An MCP server for cross-platform social media research that enables scraping, semantic search, and analysis across seven major social platforms. It uses Apify for data retrieval and stores results in a local database for AI-powered trend detection and profile analysis.

MCP (Model Context Protocol) Server

A server implementation demonstrating how AI models can interact with external tools and services through Model Context Protocol, featuring integrations for calculator functions, GitHub repositories, and Google Maps searches.

data-calgary

Enables querying Calgary open data from data.calgary.ca using the Socrata SODA API through natural language questions or direct tool calls.

chuk-mcp-vfs

Provides virtual filesystem workspaces with full file operations (read, write, ls, tree, mkdir, rm, mv, cp, cd, pwd, find, grep) and checkpoint management. Supports multiple storage providers (memory, filesystem, sqlite, s3) with session, user, and shared scopes.

Nodit MCP Server

Connects AI agents and developers to structured blockchain data across multiple networks through Nodit's Web3 infrastructure, enabling easy querying, analysis and interaction with blockchain ecosystems without specialized development expertise.

MCP AbuseIPDB Server

Provides threat intelligence lookups against the AbuseIPDB database, enabling IP reputation checks, CIDR block analysis, and log enrichment. It features intelligent caching and rate limiting to efficiently manage API usage for security analysis and automated workflows.

AI Vision MCP Server

Enables AI-powered image and video analysis using Google Gemini and Vertex AI models. Supports analyzing single or multiple images, detecting objects with bounding boxes, and video content analysis through natural language prompts.