发现优秀的 MCP 服务器

Nightshift

MCP server that enables agents to manage DataHub incidents, recall past incident memory, guard columns against regression, and write postmortems into the data graph.

gemini-cli-mcp

A secure MCP server that wraps the Google Gemini CLI, allowing clients to query Gemini models using local OAuth sessions without requiring an API key. It provides tools for model interaction and diagnostics with built-in protection against command injection.

CodeTour

Enables LLMs to create animated, narrated tours of GitHub pull requests, with a local browser viewer showing diffs and code highlights while speaking the narration aloud.

binance-alpha-mcp

binance-alpha-mcp

tuya-infrared-mcp

An MCP server that enables AI assistants to control devices via Tuya infrared remote control, supporting actions like toggling power and setting modes through natural language.

npm-trends-mcp

Provides weekly download counts and trend data for npm packages, enabling comparison of adoption velocity across JavaScript libraries.

gpal

An MCP server that gives your IDE or agent access to Google Gemini with autonomous codebase exploration, enabling deep code analysis, architectural reviews, and bug hunting.

GOAT MCP Server

一个 MCP 服务器，将 Claude for Desktop 与区块链功能连接，允许用户通过自然语言交互来检查 EVM 和 Solana 链上的余额和发送代币。

CRAFT Content MCP Server

An MCP server providing 8 content creation tools for case studies, newsletters, webinars, and more, based on the CRAFT Framework.

Symbiotic MCP Server

Enables security analysis of code and infrastructure files via MCP, using Symbiotic CLI for scanning vulnerabilities.

Sentiment By Api Ninjas MCP Server

Enables sentiment analysis of text blocks using the Api Ninjas API, returning sentiment scores and overall sentiment classification for up to 2000 characters of text.

MCP Scorecard Server

Provides AI models with tools to check trust scores and safety details for MCP servers, search for servers, and view ecosystem statistics.

Trusgent MCP

Enables AI agents to search and verify Hong Kong official registry data, retrieve merged agent profiles with citation-safe recommendedUse, and access verified Agent Cards through a remote streamable HTTP endpoint.

PingOne Advanced Identity Cloud MCP Server

Enables AI assistants to interact with PingOne Advanced Identity Cloud environments through natural language, supporting user management, authentication theme customization, log analysis, and identity data queries with secure OAuth 2.0 authentication.

MCP Context Master

Automatically analyzes project dependencies to discover and download the most relevant documentation, enabling developers to quickly set up comprehensive project context.

MCP Data Analyzer

Enables loading and statistical analysis of .xlsx and .csv files with visualization capabilities using matplotlib and plotly to generate various graphs and charts.

hyperscale-mcp

用于超大规模的 MCP 服务器 (Yòng yú chāodà guīmó de MCP fúwùqì) Alternatively, depending on the context, you might also say: 适用于超大规模的 MCP 服务器 (Shìyòng yú chāodà guīmó de MCP fúwùqì) - This emphasizes "suitable for" or "designed for."

gametheory-mcp

Equilibrium-aware primitives for AI agents — negotiation, auctions, mechanism design — exposed over MCP and importable as a Python library.

Alfred MCP Server

Enables AI assistants to create, manage, and execute Alfred workflow automation skills, manage MCP server connections, view execution history, and handle API keys through Alfred's REST API.

OBD MCP Server

A local-first, read-only MCP server for vehicle diagnostics that exposes structured OBD-II tools for reading PIDs, DTCs, and ECU snapshots without raw protocol access.

NCBI Gene MCP Server

MCP server that interfaces with the NCBI Entrez API to fetch detailed information about genes and proteins, enabling gene searches, gene/protein metadata retrieval, and symbol searching with organism filtering.

Scroll MCP Server

MCP server for automated quality audit and corpus navigation of the Herculaneum scrolls, exposing scroll metadata, transcriptions, CT volumes, ML models, and documentation.

mendix-mcp-server

Enables AI agents to read and modify Mendix application models through MCP tools for creating modules, entities, pages, microflows, deploying, and querying runtime data.

reed-mcp

Provides read-only MCP tools for searching and asking over private documents via a local RAG service (reed), returning ranked passages with citations while keeping data on the machine.

ansys-mcp-server

Enables Claude Code to control Ansys engineering simulations (CFD, FEA, meshing, post-processing) through natural language commands via PyAnsys.

JS Reverse MCP

An MCP server for JavaScript reverse engineering that enables AI to perform browser debugging, script analysis, and automated hook injection. It streamlines complex workflows like deobfuscation, network tracing, and risk assessment through direct browser integration.

Sensact

Sensact is a Supabase-hosted remote MCP server that lets LLM clients discover and invoke device capabilities on user-owned devices, using OAuth 2.1 for authorization and Postgres+Realtime as the control plane.

Prefeitura MG Montes Claros: Certidão Negativa de Débitos MCP Server

Read-only MCP server for consulting official negative debt certificates from the Montes Claros city government, with pay-per-use prepaid credits.

DF-MCP

DreamFactory MCP 服务器使像 Claude 这样的人工智能助手能够通过 DreamFactory 自动生成的 REST API 直接查询您的数据库。这个 Node.js 服务器实现了模型上下文协议 (MCP)，允许自然语言数据库交互，同时保持企业级的安全性。