发现优秀的 MCP 服务器

studiomeyer-geo

AI visibility monitoring. 23 tools for 8 LLM platforms. 19 tools free without API keys.

Rhino MCP Server

RhinoMCP 通过模型上下文协议 (MCP) 将 Rhino 连接到 Claude AI，从而实现 AI 辅助的 3D 建模和建筑设计。

Multi-Gmail MCP Server

Enables searching, reading, and drafting emails across multiple Gmail accounts through a single MCP server.

Gemini Docs MCP Server

通过 Gemini API 提供精选的文档访问，使用户能够有效地查询和交互技术文档，从而克服上下文和搜索限制。

MCP Red Team Server

A Model Context Protocol server for orchestrating red team security assessments, enabling LLMs to manage agents, targets, operations, and findings aligned with MITRE ATT&CK framework.

mcp-serotonin

Bridges MCP-capable LLM agents to the Serotonin Lua runtime, enabling live Roblox game interaction including instance tree navigation, memory access, and script execution.

edgeone-pages

Enables AI assistants to deploy and manage static websites on EdgeOne Pages via a self-hosted MCP server. Supports KV storage and custom domain binding.

Spotify MCP Server (Python)

Enables interaction with Spotify through MCP, providing tools for searching tracks, artists, albums, playlists, and accessing user data like top tracks and recently played.

osm-mcp-server

An OpenStreetMap MCP server that provides location-based services including geocoding, route directions, points of interest search, and neighborhood analysis to enhance LLMs with geospatial capabilities.

MCP Graylog Server

Integrates AI assistants with Graylog to query and analyze log data using Elasticsearch syntax and stream-specific filtering. It enables users to perform advanced searches, retrieve log statistics, and manage Graylog streams through natural language.

NORNR MCP Control

A governance and control layer for MCP tools that manages tool requests as intents through policy-based approval, queuing, or blocking. It enables secure human oversight and audit trails for consequential agent actions across platforms like Claude Desktop and Cursor.

owasp-mcp-scan

Passive security scanner that audits a running MCP server against the OWASP MCP Top 10 and grades it A-F. Read-only static analysis of the advertised tools, prompts and resources with console/JSON/SARIF output, and it also runs as an MCP server itself.

icloud-mcp

An MCP server for iCloud Calendar, Contacts, and Mail, usable from any MCP-capable AI client.

Hugging Face Hub Semantic Search MCP

An unofficial MCP server that provides semantic search capabilities for Hugging Face models and datasets, enabling Claude and other MCP-compatible clients to search, discover, and explore the Hugging Face ecosystem using natural language queries.

Bubble MCP Server

Enables AI assistants to interact with Bubble.io applications through the Data API, supporting CRUD operations, schema discovery, and workflow execution.

Context-MCP

Provides real structural understanding of a codebase via tree-sitter AST parsing before starting a task, reducing token waste and grounding acceptance criteria in code structure.

Modular MCP Server

A scalable, auto-discovering Model Context Protocol server that dynamically loads tools from the tools directory, enabling LLMs to access various capabilities through a standardized interface.

ranger-rag-mcp

MCP server that integrates Apache Ranger authorization with RAG, enforcing Ranger policies to control access to knowledge bases before forwarding queries to RAG Studio.

mcp-hubspot

An MCP server that uses a browser extension to interact with HubSpot through the logged-in browser, enabling reading, searching, creating, and updating HubSpot records without API tokens.

remote-mcp-server-authless2

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling integration with Cloudflare AI Playground and Claude Desktop via mcp-remote proxy.

ff-toolkit

Enables LLMs to perform FFmpeg operations like clipping, merging, extracting audio, adding subtitles, and transcoding videos via a set of tools exposed as an MCP server.

GitHub Next.js Optimizer MCP Server

Analyzes GitHub repositories and provides advanced optimization recommendations for Next.js and React projects, covering clean architecture, SOLID principles, performance patterns, and best practices.

envi-classic-remote-sensing

Automates ENVI Classic remote sensing experiments on Windows by executing steps, capturing authentic screenshots, and generating formatted Word/PDF lab reports.

HiveClear

MCP server for multi-party USDC settlement with validator consensus, enabling submission and tracking of settlements through a network of validators that vote to approve or reject transactions.

Noctua MCP Server

Enables editing and querying of Gene Ontology Causal Activity Models (GO-CAMs) through the Barista API. Supports model creation, individual and fact management, evidence addition, and causal pathway construction for biological knowledge representation.

spm-search-mcp

An MCP server that allows coding agents to search the Swift Package Index and retrieve GitHub READMEs without requiring an API key. It features comprehensive search filters for stars, platforms, and licenses, providing token-efficient responses optimized for LLM comprehension.

NCBI Datasets MCP Server

Provides comprehensive access to the NCBI Datasets API, enabling genomic, taxonomic, and biological data operations through 31 specialized tools.

Conselho Federal de Psicologia: Cadastro

Enables read-only consultations of official Brazilian Federal Council of Psychology (CFP) registration data through a single tool, providing secure and straightforward access via MCP.

Argus

AI-powered exploratory QA agent. Explores web apps like a real user — 18 MCP tools for clicking, filling forms, and navigating. Automatically verifies that actions persist (fake deletes, failed edits). Runs 16 detection types including dead links, SEO, accessibility, and performance checks.

GitHub OAuth MCP Server

A remote MCP server for Cloudflare Workers featuring built-in GitHub OAuth for secure user authentication and identity-based access control to tools. It provides a reference implementation for managing remote MCP connections with persistent state and OAuth provider integration.