发现优秀的 MCP 服务器

android-mcp-harness

Local MCP server for Android emulator control, exposing tools to get emulator status, inspect UI tree, capture screenshots, and open App settings via Appium and ADB.

Open Crawler MCP Server

Enables web crawling and content extraction from web pages, supporting multiple output formats like text, markdown, XML, and JSON, with robots.txt compliance and rate limiting.

Dependency MCP Server

A Model Context Protocol server for checking package versions and metadata across multiple package managers including npm, PyPI, Maven, NuGet, RubyGems, Crates.io, and Go modules.

ls-mcp-server

Enables SQL query execution and knowledge base search via RAG agent through two tools.

Shop MCP Server

Enables AI agents to analyze an SQLite e-commerce database via secure read-only SQL queries, providing tools for table inspection and analytical requests.

meet-live-assist

Provides live meeting context to an AI assistant during Google Meet or Zoom calls, enabling real-time transcript reading, decision tracking, and actionable advice in a side panel.

MCP Documents

A unified MCP server for document processing that enables creating, editing, and converting Word documents (DOCX), PDFs, Markdown, and images, with support for templates, formatting, and batch operations.

Spoken

Fetch podcast transcripts as clean Markdown with real speaker names via the Spoken API. Tools: search_podcasts, get_transcript, get_balance.

PowerFactory MCP Automation

Enables natural-language automation of DIgSILENT PowerFactory for engineering tasks such as load-flow studies, short-circuit calculations, and network switching.

discord-py-self-mcp

Read-only MCP server for Discord that lists guilds, channels, and reads or searches messages using a self-bot account via discord.py-self.

SERPJET MCP Server

Enables AI agents to perform Google searches and retrieve structured JSON results for 10 types including web, images, news, and shopping with live prices. Offers 1,000 free searches per month with no credit card required.

@paperjsx/mcp-server

Enables AI agents to generate a variety of documents (PPTX presentations, DOCX reports, PDF invoices, XLSX spreadsheets) locally from JSON specs, without any API keys or network calls.

ScrapingBee MCP Server

A Model Context Protocol (MCP) server that provides web scraping capabilities using the ScrapingBee API, allowing users to extract structured data from web pages using CSS/XPath selectors and other features.

expense-tracker

A lightweight MCP server for recording, browsing, and summarizing expenses locally using SQLite, with a customizable categories resource.

Umbrella MCP Server

Provides read-only access to Umbrella Cost finops platform, enabling natural language querying of multi-cloud cost data, optimization recommendations, anomaly detection, and budget tracking across AWS, Azure, and GCP.

ComfyUI MCP Server

Enables AI agents to generate and iteratively refine images, audio, and video through natural conversation using a local ComfyUI instance.

Caseware Procurement Document MCP Server

Enables AI agents to search, retrieve, and answer grounded questions over procurement documents (invoices, purchase orders, contracts, etc.) using hybrid SQL and vector retrieval.

pbi-mcp-remote

Remote and centralized MCP server that enables AI models to interact with Microsoft Fabric (workspaces and items) via the Fabric Core REST API, using delegated OAuth 2.1 authentication with Microsoft Entra ID so each user's permissions and restrictions are respected.

Yugo MCP Server

Enables interaction with the Yugo Payments API to manage payins, payouts, and accounts through auto-generated MCP tools.

Home Automation MCP Server

A comprehensive smart home automation system that allows AI assistants to control and monitor smart home devices through natural language using the Model Context Protocol (MCP).

codeintel

Local-first code intelligence for coding agents. Exposes precomputed SCIP navigation, Zoekt lexical search, cross-repo blast radius, and semantic search as MCP tools.

Smart Agent Workflow MCP

Enforces mandatory testing before merging via isolated worktrees, with build verification, auto-rollback, and persistent memory. It provides full-cycle development automation including context health tracking.

paymo

internal paymo MCP

Remote MCP Server on Cloudflare

Enables deploying a Model Context Protocol (MCP) server on Cloudflare Workers with built-in OAuth authentication. It allows local clients like Claude Desktop to securely connect to and use remote tools through an HTTP/SSE transport.

PismoSzyteNaMiare MCP Server

Generate Polish legal documents (sales contracts, powers of attorney, termination letters, loan agreements, handover protocols) directly from your AI assistant. No API key required.

reddit-mcp-server

reddit-mcp-server

chem-inventory-mcp

MCP server for managing chemical inventory with SQLite. Enables search, detail view, stock deduction, usage history, and communication testing.

gomag-mcp

A Model Context Protocol server for the Gomag Public API that provides 48 typed MCP tools for managing products, orders, customers, shipping, invoices, and more in a Gomag e-commerce store.

Swiss Truth MCP

Verified knowledge base for AI agents. Stop hallucinations with certified, source-backed facts. Covers Swiss law, health, finance, climate, AI/ML, and more. 8 tools, no API key needed, public and free.

purdue-mcp

MCP server providing 24 tools to access public, real-time Purdue University data including dining menus, gym occupancy, course catalogs, bus times, events, and more.