发现优秀的 MCP 服务器

Deep Research MCP Server

Web search, clean page reading & one-call research dossiers for AI agents. No API key — your agent does the synthesis.

indico-mcp

MCP server for the Indico meeting agenda system, enabling AI agents to search event categories, browse agendas, and extract contribution and session details. Works with multiple Indico instances simultaneously.

Google Calendar MCP Server

镜子 (jìng zi)

MCP Server for cli-kintone

这是一个实验性的代码仓库，其验证的初衷是：是否可以将 cli-kintone 改造成 MCP (模型上下文协议) 服务器。

Yahoo Finance MCP Server

Provides access to real-time stock prices, financial statements, news, and options data via the Model Context Protocol. It enables AI assistants to retrieve comprehensive market data, including historical prices and analyst recommendations, through a standardized interface.

den

A remote MCP server for Korean AEC standards (KDS, KCS, KS, building law) that answers with exact clause numbers and confidence scores, and refuses to guess when no grounds are found. It also preserves privacy by never storing query text on disk.

Browser & File MCP Server

This MCP server enables browser automation (navigation, clicking, screenshots) and file reading (Excel, Word, PowerPoint, CSV, images) for Claude Code and any MCP client.

ASTRA — Unified Research Lab + MCP Server

MCP server for ASTRA bio-hybrid neuromorphic simulation pipeline, exposing SNN, consciousness proxies, and living neural organoid control tools to AI assistants.

Bitwig Control Deck

Local MCP bridge for Bitwig Studio, enabling read-back-verified control of tracks, devices, transport, and plug-in parameters via any MCP client.

Sourcerer MCP

An MCP server for semantic code search & navigation that helps AI agents work efficiently without burning through costly tokens. Instead of reading entire files, agents can search conceptually and jump directly to the specific functions, classes, and code chunks they need.

Engineering Knowledge Graph MCP Server

Provides a stdio MCP bridge for coding agents to query and record engineering knowledge locally, preserving debugging history, failed attempts, and verified solutions.

lighthouse-mcp-oauth

Enables Claude.ai to connect to a Hermes MCP server via OAuth 2.1 authorization code flow with PKCE, acting as a reverse proxy and single-user authorization gateway.

huide-vision-mcp

A remote MCP server on Cloudflare Workers that lets text-only development agents analyze webpage, error, and annotated screenshots via SenseNova 6.7 Flash-Lite through a single tool. It supports local dev, Cloudflare deployment, and integration with clients like Claude Code and Pi.

Docker Explorer

A Model Context Protocol server that provides tools for interacting with Docker images, containers, and registries, enabling AI assistants to search, analyze, and manage Docker resources through a standardized interface.

MCPTest

这个仓库是对 github-mcp-server 项目的补充或与之交互。

VRO Camoufox MCP

A Python Model Context Protocol server for controlled marketplace research on Vinted, with read-only browser automation and evidence capture.

Axis

MCP server for coordinating multiple AI agents across developers and vendors with a shared job board, per-file locking, and live project context.

vault-master-mcp

An MCP server that treats Obsidian vaults as knowledge graphs, enabling AI agents to traverse wikilinks, assemble token-budgeted context, and search with backlink awareness.

MCP FastAPI Server

A production-ready Model Context Protocol server that provides mathematical calculations, time zone information, and message echoing capabilities through both WebSocket and HTTP endpoints. Built with FastAPI for robust API functionality and interactive documentation.

Anvil MCP Server

Enables AI assistants to manage Sable AI voice agents, journeys, knowledge bases, deployments, and analytics through natural language, plus observability via HyperDX.

EKS MCP Server

A Model Context Protocol server that provides programmatic access to Amazon EKS clusters, allowing AI assistants to manage and interact with Kubernetes resources. It exposes cluster operations like listing pods as callable tools through a standardized interface.

Dice MCP Server

Provides dice rolling and coin flipping functionality for AI assistants via the Model Context Protocol. It enables users to roll single or multiple dice with configurable sides and perform randomized coin tosses.

ZMCP

ZMCP turns your Obsidian vault into an AI-accessible workspace. It creates a bridge between your notes and AI assistants like Claude, allowing them to read, write, and manage your knowledge base directly.

fusion-spatial-mcp

An MCP server that gives AI agents genuine 3D spatial understanding of Autodesk Fusion 360, enabling exact measurements, collision analysis, and free-space placement search, plus Fusion-native parametric authoring for clean, human-editable models.

@agent-idx/client

Enables agents to publish and search index records with custom keywords over libp2p, connecting to the Agent Index Network for decentralized peer discovery and querying.

FrancoLabs MCP Server

Connect AI assistants to the FrancoLabs UX research platform to create and manage studies, browse templates, read participant responses and analytics, and turn insights into product opportunities.

App Store Operator

Free App Store competitive intelligence for Claude — rival downloads, revenue, and ASO keywords. MCP server, no subscription.

pref_sp_mogi_cruzes_cpom

Consulta de dados oficiais da Prefeitura SP Mogi das Cruzes (CPOM) em fonte oficial, com ferramenta de leitura para agentes de IA via HTTP.

IPLocate

Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io