发现优秀的 MCP 服务器

Shell Server

A simple MCP server that exposes a terminal tool, allowing AI agents to execute shell commands.

edgar-mcp

MCP server providing read-only access to SEC EDGAR filings, allowing LLMs to look up companies, search filings, and retrieve securities offering data.

Roblox Studio MCP

Connects AI assistants to Roblox Studio, enabling them to interact with instance hierarchy, edit Luau scripts, manage properties, and sync files over a local connection.

GA4 MCP Server

Enables interaction with Google Analytics 4 to manage accounts, run standard or realtime reports, and validate event parameters. It supports dual authentication methods and integrates with GTM for end-to-end data collection orchestration.

Berlin Group MCP Server

Provides AI assistants with contextual access to Berlin Group Open Finance API specifications, enabling specification-compliant guidance through semantic search, graph database queries, and document retrieval.

mcp-myvariant

Enables querying metadata from MyVariant.info, a comprehensive variant annotation database, providing dataset statistics, source information, and build versions.

js-reverse-mcp

A Chrome DevTools Protocol-based MCP server that enables AI coding assistants to control browsers for JavaScript debugging, reverse engineering, web scraping, and API debugging.

is-it-agent-ready

Provides agent-readiness audits of public websites via Cloudflare's scanner, enabling users to run scans, save reports, and enforce safety boundaries from natural language.

Viz MCP Server

Enables AI agents to create data visualizations like bar charts, line charts, pie charts, scatter plots, and histograms, returning inline SVG or PNG files.

BarrHawk

Enables automated end-to-end testing and verification of web applications through natural language, with self-healing selectors and dual-mode execution.

ohos-playwright-mcp

MCP server for HarmonyOS/OpenHarmony ArkWeb that enables browser automation using playwright-core over CDP, providing tools for navigation, input, network, cookies, and more.

Google Analytics MCP Server

Enables LLMs to interact with Google Analytics Admin and Data APIs to retrieve account summaries, property details, and custom metrics. It allows users to run core and real-time reports to analyze website performance and configuration via natural language.

docx-mcp

Enables comprehensive management of Microsoft Word documents with 30+ tools for reading, writing, formatting, template merging, image extraction, equation extraction, and style application.

WordComb MCP Server

Exposes a word combination engine with tools to generate permutations and check words against English and Arabic dictionaries, accessible via SSE.

@aiwerk/mcp-server-wheel-size

Provides vehicle wheel and tyre fitment data for 10,000+ makes, models, and trim levels through 32 read-only tools, enabling searches by vehicle, rim, or tire specifications.

pwndbg-mcp

Enables AI agents to control pwndbg for collaborative debugging with real-time state synchronization and full GDB/pwndbg command support.

ruyi-mcp

Community MCP server for RuyiPage enabling browser automation, fingerprint analysis, network interception, and human behavior simulation via 56 MCP tools.

diamond

Enables AI assistants to search and read offline documentation from synced libraries via MCP tools, providing hybrid keyword and semantic search without network calls.

MCPedia

Local codebase RAG and MCP server that indexes repository source code and documentation into a searchable LanceDB store, enabling AI assistants to query repository knowledge through the Model Context Protocol.

swagger-docs-mcp

Connects AI agents with Swagger/Knife4j API documentation, enabling real-time retrieval, search, and structured understanding of API interfaces, parameters, and schemas.

Omega API MCP

It gives AI agents one tool to access the Omega-API judge, which evaluates conversational turns and returns a decision and gate action (release, clarify, suppress, or none) to guide the agent's response.

GoodRx MCP Server

Enables AI assistants to search for real-time prescription drug prices, find local pharmacies, and retrieve discount coupons through the GoodRx service. It uses Playwright browser automation to provide drug comparisons and checkout details like BIN and PCN codes.

byrdocs-search-mcp

Enables AI clients to search BUPT byrdocs materials, past exam papers, and freshmen knowledge base via natural language.

ICF MCP Server

Enables lookup, search, browsing, and explanation of WHO's International Classification of Functioning, Disability and Health (ICF) codes and qualifiers via the WHO ICD-API.

zerodrop-mcp

Provides disposable email inboxes for AI agents to automatically receive and extract OTPs and magic links, enabling seamless email verification during autonomous workflows.

TraceBug

Local stdio MCP server that gives AI coding agents (Claude Code, Cursor, Windsurf) read-tools over TraceBug bug-report .html files — session replay, console errors with stacks, network activity, and a millisecond repro timeline. All data is read from local disk; zero network connections. Free, MIT. Unedited crash-to-root-cause transcript: tracebug.dev/proof

SmartBrowserMCP

A Model Context Protocol server for web automation that enables browser control, element interaction, content extraction, and monitoring using Playwright.

Aare.guru MCP Server

Provides access to real-time and historical water conditions of the Aare river in Switzerland, including water temperature, flow rates, swimming recommendations, and data from multiple monitoring locations along the river.

Exa MCP Server 🔍

镜子 (jìng zi)