发现优秀的 MCP 服务器

remote-mcp-server-authless

Deploys a remote MCP server on Cloudflare Workers without authentication, enabling integration with AI Playground and Claude Desktop.

Gigabrain

A local-first memory control plane for AI agents, providing auditable recall via MCP with provenance and contradiction handling.

bol-mcp

MCP server for the bol.com Retailer API that enables managing orders, offers, shipments, returns, invoices, and commissions via natural language.

drug-interaction-mcp

Drug-drug interaction checker for clinical LLMs, wrapping RxNorm, openFDA, and DailyMed to provide interaction severity, dose guides, and alternative recommendations.

Foundry MCP

Enables spec-driven development workflows with AI assistants, providing tools for managing specification lifecycles, task dependencies, code navigation, testing, and automated reviews through a unified CLI and MCP interface.

Firebase Emulator MCP Server

Exposes Firebase emulator data (Firestore, Auth, Realtime Database, and logs) to AI coding assistants for local development inspection.

Posuer: MCP Manager and Interposer

一个模型上下文协议 (MCP) 管理器，将 LLM 客户端连接到多个后端服务器，聚合各种能力，同时简化配置和部署。

@shareworker/code-review-mcp

Deterministic code review MCP server that provides tools for file selection, rule matching, comment positioning, and reflection, ensuring stable review quality without LLM calls.

MCProxy

Enables AI agents to control headless browsers running on geographically distributed SaladCloud containers. Supports multi-browser automation, mobile device emulation, stealth mode, and regional web scraping from specific locations.

Revit MCP

允许人工智能通过 MCP 协议与 Autodesk Revit 交互，从而能够检索项目数据并自动化诸如创建、修改和删除元素等任务。

financial-law-mcp

MCP server to fetch Japanese financial laws and regulations from the e-Gov API, preventing hallucinations in Claude's responses. Supports 9 domains including Financial Instruments and Exchange Act, Banking Act, etc.

Shodan MCP Server

Provides Claude with access to Shodan for IP address lookups, service discovery, and vulnerability scanning, allowing users to query information about hosts, count results, and check API usage.

MCP Server Starter

A basic structure to build and run local tools that support the Model Context Protocol (MCP) standard, compatible with AI tools like Cursor and Claude.

Agentguard47

AgentGuard47 is runtime safety infrastructure for AI agents. It adds budget caps, loop detection, retry limits, timeouts, local traces, and incident reports so agents can stop bad runs while they are happening, not just explain them afterward.

cdxml-toolkit

Enables LLM agents to draw and edit ChemDraw reaction schemes, parse ELN exports and LCMS/NMR data, and generate publication-ready CDXML files through grounded chemistry tools.

timesheet-data

MCP server for querying work checkpoints and storing finalized timesheet reports in SQLite.

Final Cut Pro MCP Server

Enables AI to control Final Cut Pro on macOS via CLI or MCP, allowing automation of tasks like library/project reading, importing FCPXML, and creating title/storyboard projects.

Hebcal MCP Server

Provides access to Jewish holiday calendars and Shabbat candle lighting and Havdalah times for various cities via the Hebcal API. It enables users to query specific holiday dates and weekly Shabbat schedules through natural language.

Documentation Retrieval MCP Server (DOCRET)

一个 MCP 服务器，它使 AI 助手能够通过从官方来源动态获取，来访问 Python 库（如 LangChain、LlamaIndex 和 OpenAI）的最新文档。

marp-agent-mcp

MCP server for generating slides from natural language, with interactive preview and export to PDF, PPTX, and Markdown.

base-tx-explain

Explains any Base mainnet transaction hash by returning a structured JSON with action type, assets moved, risk flags, and cost details, using deterministic on-chain decoding without LLM.

Amazon Order History CSV Download MCP

Enables downloading Amazon order history as CSV files with support for orders, items, shipments, and transactions across 16 Amazon regional sites using browser automation.

muphys-law

A lessons-learned register for AI agent fleets: capture operational lessons, curate them, push-inject the relevant ones into agent context — with the telemetry and blind-trial protocol to prove whether it works.

JFrog Remote MCP Server

Connects AI coding assistants to the JFrog platform, enabling natural-language queries for resource management, artifact discovery, security monitoring, and catalog curation.

Depth Pro MCP Server

Enables AI assistants to perform monocular depth estimation on images using Apple's Depth Pro model, with tools for single or batch processing and GPU management.

AppFlowy Cloud MCP Server

Enables interaction with the AppFlowy Cloud API to manage workspaces, databases, and row operations. It provides tools for authentication, resource discovery, and full row manipulation including creation and upserts.

AutoDS Copilot

Enables any MCP client to run a complete data-science pipeline on a CSV: exploration, cleaning, model comparison, training, tuning, and plain-language analysis. Exposes nine tools that turn raw data into trained models and reports.

PermShell MCP

一个模型上下文协议服务器，允许大型语言模型（LLM）通过桌面通知，在获得用户明确许可的情况下执行 shell 命令。 (Alternative, slightly more formal translation:) 一个模型上下文协议服务器，它允许大型语言模型（LLM）通过桌面通知机制，在获得用户明确授权后执行 shell 命令。

Snyk MCP REST

Provides security scanning capabilities through Snyk CLI tools and REST API, enabling AI assistants to test projects for vulnerabilities, retrieve security issues, and manage Snyk projects with comprehensive SAST, container, and infrastructure as code scanning.

MCP Go

Golang 的服务端 MCP 实现