发现优秀的 MCP 服务器

arcgis-grandchute

Enables AI agents to search and query Town of Grand Chute, Wisconsin open geospatial datasets (parcels, zoning, public works) via ArcGIS Feature Services.

imagethis

One-step AI image generation for Claude Code, allowing users to generate images from natural language prompts with support for multiple backends like Replicate and OpenAI.

DepHealth MCP

Dependency security & health auditing for AI agents with no account or API key required.

mcp-devops-server

Provides DevOps and testing tools for full-stack applications, including UI testing, security audits, CI/CD validation, and Rust/Tauri support.

Agentic Product Protocol MCP Server

Klarna-style product discovery for AI shopping agents. Makes product catalogs machine-readable so AI agents can search, compare, and purchase products programmatically.

ModelScope MCP Server

Enables AI agents and chatbots to access ModelScope's ecosystem of AI resources, including image generation, resource discovery, and more through conversational interactions.

brain-mcp

Provides intelligent conversation memory storage using DuckDB, with support for multiple storage backends and automatic memory consolidation.

plurity-mcp

Unified MCP server for Plurity's Audit (GEO readiness), Toll (agent traffic & llms.txt), and Intelligence (question & topic monitoring) services, requiring a single API key.

goodmorning-mcp

Exposes models available on the gm inference gateway as callable tools, enabling coding agents to query models and list available ones via natural language.

Spinitron API MCP Server

Enables interaction with Spinitron's radio playlist management and broadcasting data through a Multi-Agent Conversation Protocol interface, allowing users to query and manage radio station playlists, spins, and other broadcasting data via natural language.

Google Ads MCP Server

Enables programmatic management of Google Ads campaigns, allowing users to monitor performance metrics, update budgets, and toggle campaign statuses. It supports real-time analytics, top performer analysis, and reporting in CSV or JSON formats.

sfluv-mcp

MCP server for SFLUV that exposes workflows, votes, and wallet data to AI agents with per-user OAuth authorization.

ravendb-mcp

A Model Context Protocol server that enables AI assistants to interact with RavenDB databases through a standardized interface, supporting document operations, collection exploration, and RQL queries.

ActiveCampaign MCP Server

An MCP server that enables AI tools to interact with ActiveCampaign API, allowing contact management and tracking event analysis through natural language queries.

Milvus MCP Server

Enables large language models to interact with Milvus vector databases through natural language, supporting semantic search with built-in OpenAI-compatible embedding services and comprehensive collection management.

myinvois-mcp

Enables issuing and managing validated Malaysian e-invoices via MyInvois (LHDN) directly from MCP clients, with tools for TIN validation, invoice drafting, submission, and document management.

TailwindCSS MCP Server

Provides comprehensive tools for TailwindCSS development including utility class retrieval, CSS-to-Tailwind conversion, and color palette generation. It enables AI assistants to search documentation, generate component templates, and provide framework-specific installation guides.

MCP Manuels

Enables Claude Desktop to read and search through PDF technical manuals, answering questions in natural language with citations.

siebel-mcp-gateway

Exposes the Oracle Siebel CRM REST API as MCP tools over streamable HTTP, enabling agentic clients to query, create, update, and delete Siebel records and pull the object catalog without holding Siebel credentials themselves.

hello-mcp

A simple MCP server that provides a greeting tool using FastMCP, with support for both local and containerized deployment.

popmely

popmely is a production-grade MCP server bridging MetaTrader 5 with LLMs. It enables AI-driven trading through real-time market data, SMC analysis, backtesting, autonomous order execution, and risk management.

Project Files Read-only MCP

Enables secure, read-only access to local project files (including text, DOCX, PDF, and XLSX) through MCP, with strict directory whitelisting and no write, edit, or command-execution tools.

demo-mcp-server

A modular Python MCP server providing tools for text echoing, system information, time queries, arithmetic, file reading, and more, designed for seamless integration with Cline and other MCP clients.

Raspberry Pi MCP Audio Control System

Enables remote control of audio playback and system volume on a Raspberry Pi via the Model Context Protocol (MCP).

basic-mcp

Provides a suite of deterministic tools for time calculations, math, and string manipulation that LLMs often struggle to perform accurately. It also includes utilities for secure randomness, data validation, and basic network operations like DNS lookups.

Groundcheck

Verifies factual claims against live sources and returns a verdict, confidence score, and citations for any agent to use before stating uncertain facts.

ops-mcp

Enables unified management of maintenance windows and incidents across Atlassian Statuspage and Uptime Kuma. It allows AI assistants to schedule maintenance, update service statuses, and list monitors through a single MCP-compatible interface.

orca-drive-sa-mcp

An MCP server that exposes a Google Drive folder over Streamable HTTP using a Google service account, letting users list, search, fetch metadata for, and read text files through natural language.

PostgreSQL MCP Server

使 AI 代理能够通过模型上下文协议与 PostgreSQL 数据库交互，从而提供数据库模式探索、表结构检查和 SQL 查询执行能力。

mcp-fcc-ecfs

MCP server for searching and retrieving FCC ECFS filings, dockets, and proceedings via the public API.