发现优秀的 MCP 服务器

Quotor

Enables AI agents to get real home & auto insurance quotes and start binding through a network of licensed independent agencies.

garmin-mcp

MCP server that lets you ask questions about your Garmin training history in plain language. It ingests FIT files into DuckDB locally and exposes typed tools for analyzing activities, streams, and summaries.

agent-gamma (AgentGamma)

Here is a brief description of what our MCP server does: Description Project Tollbooth is a real-time market microstructure and options analytics gateway. It exposes quantitative Gamma Verdicts (hedging effects, dealer exposure aggregates, and volatility regimes) and 0DTE Verdicts (real-time pinning magnets, pin scores, and target probabilities) for major instruments (\*\*SPX,

Rapid7 Bulk Export MCP

Exports vulnerability and asset data from Rapid7 Command Platform via the Bulk Export API into a local DuckDB database, enabling AI assistants to run natural language queries and SQL analysis with sandboxed security.

Vaaya

Give your AI agent a prepaid card to pay per call for hundreds of paid services — no per-vendor signups or API keys.

DALL-E 3 MCP Server

A Model Context Protocol server that provides OpenAI's DALL-E 3 image generation capabilities, allowing LLMs to generate high-quality images through a standardized interface.

Soma

A batteries-included server runtime for provider-backed agents, offering MCP, CLI, REST, and plugin support.

notebook-agent-mcp

Enables AI agents to execute Jupyter notebook cells with persistent kernel state, output persistence, and structured JSON control surface.

Service Desk Plus MCP Server

Integrates with Service Desk Plus Cloud API to enable AI assistants to manage IT service requests, technicians, and communications via natural language.

AI Backend MCP Server

Enables AI clients to use custom tools, maintain memory, and follow structured prompts, built with TypeScript MCP SDK and deployable to Cloudflare.

Raw SQL MCP

Raw SQL MCP is a STDIO MCP server for executing raw SQL against SQL Server, SQLite, PostgreSQL, MySQL, and MariaDB.

word-mcp-server

Enables Claude Agent to control Microsoft Word through COM automation, allowing document creation, editing, formatting, and VBA execution while keeping the Word window visible.

cms mcp

Exposes codebase memory as native tools for AI agents, enabling queries, feature tracing, impact analysis, and alignment verification.

vibefix

Bug bounty platform for vibe coders. Post bugs from AI-generated code, browse bounties, apply to fix, submit solutions, and run website diagnostics from any MCP client.

GraphQL Schema Explorer

Provides intelligent introspection and exploration of any GraphQL API schema with fuzzy search, type discovery, and field-level information to help understand and navigate GraphQL APIs.

pipecat-docs-mcp

Enables searching Pipecat documentation and GitHub issues for grounded answers about APIs, configuration, code examples, and provider comparisons.

mcp-kicad

MCP server exposing KiCad PCB Editor functionality via IPC API.

paprika-mcp

Enables natural language interaction with Paprika Recipe Manager to create, search, update recipes, and generate food photos via AI.

A2A-MCP-RealEstate

AI-powered Korean real estate analysis and recommendation system providing property data, location analysis, and combined investment and quality of life evaluation.

style-agent

Enables style verification and CSS inspection through Chrome DevTools Protocol, using JSON specs to check computed styles, find elements, and interact with pages.

Fortran Companion MCP Server

Enables AI models to write, format, compile, lint, and structure modern Fortran code using best practices and industry design patterns.

deepseek-as-subagent

Run DeepSeek as a real sub-agent inside Claude Code / Codex CLI — not just a single LLM call. DeepSeek gets its own 7-tool agent loop (Read/Write/Edit/Bash/Glob/Grep/NotebookEdit) inside a sandboxed workspace.

Claude MCP

A cross-platform desktop MCP server that allows Codex and other MCP clients to execute tasks via the Claude Agent SDK, providing tools for code generation, file editing, and task management with session continuation.

FastAPI Database MCP Server

Provides read-only SQL query access to Postgres and DuckDB databases via MCP tools, with extensive security hardening for public endpoints.

arcadey-mcp

MCP server for managing games on coolgptgames.com, enabling agents like Claude to publish, update, and track games via the Arcadey API.

system-monitor

A secure, read-only MCP server for AI-powered system monitoring. It provides real-time OS metrics, config discovery, and safe log tailing to enable autonomous infrastructure audits without shell access risks.

Postman MCP Server

一个使用 Cloudflare Workers 构建的模型上下文协议 (MCP) 服务器，用于与 Claude 和其他 AI 助手集成。

MatDrupal MCP

An intelligent Model Context Protocol server that enhances GitHub Copilot with specialized Drupal development capabilities, offering project analysis, module exploration, technical debt assessment, and Lando environment management in both English and French.

FlowMCP

An MCP server that exposes deterministic workflows as tools, allowing small models to reliably orchestrate APIs and other MCP servers with minimal parameters.

AWT (AI Watch Tester)

AI-powered E2E testing MCP server. Point at a URL — AI generates test scenarios, runs Playwright tests, and self-heals failures automatically. Works on Canvas and Flutter Web apps.