发现优秀的 MCP 服务器

vision-mcp

Provides vision capabilities to text-only LLMs via MCP, enabling image understanding, Q&A, OCR, and image processing through cloud multimodal APIs.

Arc Browser MCP

Enables inspection and control of Arc Browser spaces and tabs on macOS, including reading sidebar/history data and performing actions like focusing spaces, creating and closing tabs.

Gemini URL Context & Search MCP Server

Enables web content extraction and Google Search through Google AI Studio's URL context functionality. Supports batch processing of multiple URLs and returns structured JSON output for web page text and image analysis.

techzone-mcp

MCP server for IBM Technology Zone: manage reservations end-to-end and search the catalog from Claude.

Scraper Maintenance MCP

MCP server for automating web scraper maintenance via browser inspection, selector generation, and code updates.

mcp-server-mariadb

MCP server for MariaDB that exposes database schema as resources and provides a read-only query tool to retrieve data.

BittensorMCP

A hosted MCP server that gives AI agents live, self-custodial access to the Bittensor blockchain, enabling queries and on-chain actions via any MCP client.

marketpkae-mcp

Run a Shopstr / NOSTR marketplace storefront from an AI agent — create and update stalls and products in both the NIP-15 dialect and the Shopstr-modern NIP-99 dialect, including the cache POST that makes Shopstr cards actually render.

ahrefs-mcp

MCP server for the Ahrefs API v3 that provides live SEO data including keyword research, SERP analysis, backlink profiles, and domain authority to MCP clients like Claude.

pk-eli-mcp

MCP server for searching and retrieving Pakistani federal statutes and Supreme Court judgments with structured citations, using static HuggingFace datasets.

ECRVSP Documentos: Segunda Via de CRV

MCP server for consulting official CRV (Certificado de Registro de Veículo) second copy documents via a hosted API, with read-only tools and prepaid per-query pricing.

Sympathy-MCP

An MCP server for managing Incus virtual machines through structured tools for command execution, file management, and snapshot operations. It enables AI agents to puppeteer VMs on a masternode by wrapping the Incus CLI.

percollate-mcp

An MCP server that wraps Percollate to convert web pages into PDF, EPUB, HTML, or Markdown, and also read a page as Markdown directly in conversation.

FastMCP IoT Sensor Server

Simulates a network of IoT environmental sensors and exposes their data and controls as MCP tools that any MCP client can query and act on.

google-maps-mcp

A TypeScript MCP server that exposes Google Maps Platform APIs as tools for LLMs, providing real map data like directions, transit routes, place search, address validation, photos, and elevation.

Teambition MCP Server

A Model Context Protocol (MCP) server that provides AI capabilities to Teambition applications, enabling programmatic access to user management, organization data, and project collaboration features through natural language.

superagenticmcp

Enables a production-grade MCP-native router and multi-agent control plane, letting agents plan tasks, route tool calls to the right MCP servers, stream every step, and persist results in memory.

Multi-File Reader MCP Server

MCP 服务器用于同时读取多个文件。

ghidra-api-mcp

Helps LLMs write correct Ghidra scripts by providing API call-flows extracted from Ghidra's source code.

MCP Sample Project

A sample MCP project enabling AI to interact with external tools via WebSocket for tasks like calculations, email, and knowledge search, supporting multiple transport types.

Strapi MCP Server

Provides AI agents with full access to Strapi 5.x CMS for managing content types, entries, media, and schemas. It supports full CRUD operations, relation management, and secure authentication for comprehensive content administration.

advanced-math-mcp

Enables advanced mathematics operations including linear algebra, vector math, symbolic computation, and calculus through MCP tools. Designed for use with Claude and other MCP-compatible LLMs.

PersonalKnowledgeMCP

A household knowledge base MCP server that stores family information like warranties and school letters, allowing Claude to search and register data through tools.

fiscal-mcp

MCP server to validate Brazilian fiscal documents (NF-e and NFS-e) locally before transmission, offering actionable feedback without requiring certificates or sending data anywhere.

mcp-service

Dual-interface MCP server that exposes declarative tools and reusable skills via standard MCP protocol and provides a REST API for authoring them.

arduino-claude-mcp

MCP server for Arduino IDE 2.0 sketches. It exposes a small REST API plus an MCP stdio bridge so agents can read and write the main .ino file, list sources, and optionally compile with arduino-cli.

Juhe Weather MCP Server

提供一个模型上下文协议服务器，使大型语言模型能够查询和检索中国各地城市和地区的实时天气预报。

architect-c4

MCP server that manages C4 architecture models, ADRs, and flow diagrams as TOML files in a docs directory, with git versioning and an HTTP viewer.

ultimate-debate-mcp

Enables adversarial collaboration between Claude and GPT for automated code critique, verification, and multi-round debate to improve output quality.