发现优秀的 MCP 服务器

Playwright MCP

Provides browser automation capabilities using Playwright, allowing LLMs to interact with web pages through structured accessibility snapshots without needing screenshots or vision models.

Image-This-MCP

A production-ready MCP server that provides AI-powered image generation through multiple providers including Gemini and Jimeng AI with intelligent provider selection.

Wazuh Servidor MCP

Enables natural language interaction with Wazuh SIEM for alert querying, threat hunting, vulnerability scanning, and active response actions.

theosis-mcp

PostgreSQL-backed MCP server for deep Bible study, integrating 140+ translations, Greek/Hebrew lexicons, cross-references, and semantic search.

Wafle-Scraper

Enables AI agents to scrape web pages safely with incognito browsing, rate limiting, and ethical CAPTCHA handling.

socialchamp-mcp

MCP server that exposes the full Social Champ tool catalog for scheduling and managing posts, channels, workspaces, labels, queues, and more through AI clients like Claude Desktop and Cursor.

chrome-dev-mcp

An MCP server that connects AI agents to a running Chrome tab via the Chrome DevTools Protocol (CDP), enabling runtime debugging and page inspection.

hls_mcp

MCP server for the Historical Dictionary of Switzerland (HLS), enabling full-text search and retrieval of biographical, geographical, and topical articles.

FlightHunter MCP

A Model Context Protocol (MCP) server that gives Claude the ability to search for cheap flights — including Russian airlines — and present direct booking links.

MCP Server Boilerplate

这是一个 Model Context Protocol (MCP) 服务器的简单样板实现。

LinkedIn Ads MCP Server

Create and manage LinkedIn ad campaigns as drafts via natural language, supporting campaign groups, targeting, creatives, and audience uploads through MCP tools.

MCP-Maestro

Connects AI assistants to the Maestro research framework to orchestrate multi-agent research missions, including planning, research, and writing phases. It enables users to launch research tasks, track real-time progress, and retrieve comprehensive structured reports and notes.

SymPy Sandbox MCP

A secure mathematical computation sandbox that enables LLMs to perform symbolic math operations like algebra, calculus, and equation solving via SymPy. It features low-latency execution through pre-warmed process pools and provides standardized JSON outputs for reliable agent integration.

KEIRO MCP Server

Enables AI agents to perform real-time web searches, deep research, content extraction, and AI-powered answers via the KEIRO API.

CreateOS MCP

Deploy full-stack apps from AI. 75+ tools: GitHub/Docker deploy, databases, environments, security, billing.

Corvus

Solana DeFi Intelligence MCP server enabling natural language queries for wallet analytics, DeFi positions, protocol metrics, and token prices.

devflows-mcp

Enables AI coding agents to drive developer workflows as BPMN processes on a local CIB seven engine, including starting releases, inspecting runs, and approving human-decision gates via MCP tools.

app-generation-microservice

Generates compiled Flutter apps from JSON Product Requirements Documents. Exposes endpoints for PRD validation, schema, payment terms, and build status.

formal-proof-mcp

MCP server that provides six verification tools (Lean proof checking, axiom audit, bound, gridlock check, certificate verification, residency check) with honest status reporting (ok/failed/unavailable) to prevent agents from claiming unchecked proofs passed.

AI Canvas

Enables bidirectional communication between AI agents and a tldraw canvas, allowing agents to push content as interactive cards and users to select cards for conversation context.

pdf2mcp

Turn any PDF folder into a searchable MCP server with semantic, hybrid, or keyword search.

safe-docx

Editing of existing Word (.docx) files with formatting preservation. Supports comments, footnotes, and document comparison.

Antrenör MCP

Enables interaction with simulated fitness data (activity history, wellness, pain logging, coaching rules) via MCP protocol, allowing Claude Desktop to query and log data through natural language.

telegram-bot-testing-mcp

Enables AI agents to test Telegram bots by driving the official Telegram Web client in a real browser, allowing visual verification of bot responses, inline keyboards, and Mini Apps.

sharecut-mcp

Enables generating QR codes from URLs or text without an API key, and creating trackable short links whose printed QR codes can be re-pointed after printing.

mcp-cocktail

Provides a framework to benchmark, evaluate, and inject real-time guardrails across competing MCP servers, CLIs, and AI agent tools. It enables recursive self-improvement by mining failures and synthesizing weakest valid guardrails.

bepaid-mcp

MCP server for bePaid payment gateway enabling payment operations including create, capture, void, refund, card tokenization, and subscriptions through natural language prompts.

Bixi MCP Server

Provides real-time access to Montreal's Bixi bike-sharing data through the GBFS API. Enables querying station information, availability, nearby stations, and system alerts.

MCP Task Proxy

Proxies a remote MCP server to add protocol-native background task support, including task management and progress forwarding, while preserving synchronous calls.

Casebook MCP

Enables agents to query a registry of documented AI-agent failures for debugging incidents, deployable on Cloudflare Workers.