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An adaptive Python web scraping framework that handles single requests to full-scale crawls, featuring anti-bot bypass, proxy rotation, and an MCP server for agent integration.

Lets your AI agent interact with graphical user interfaces, browsers, and your computer through a multimodal agent stack.

claude-code-router

musistudio

Offers a local control plane to route, orchestrate, and observe requests across multiple AI agents and models from one application.

Connects AI tools directly to GitHub, enabling agents to manage repositories, issues, PRs, and analyze code using natural language.

A command-line interface for the open agent skills ecosystem, enabling easy installation and usage of skills across various AI coding agents.

An autonomous MCP agent designed for deep web and local research, providing detailed, factual, and unbiased reports with citations for any given task.

The official Python SDK for Model Context Protocol (MCP), enabling developers to build custom MCP servers and clients to extend AI agent capabilities.

n8n-MCP is an MCP server providing AI assistants with comprehensive access to n8n's node documentation and operations to build workflows.

MaxKB

1Panel-dev

MaxKB is an open-source platform for building enterprise-grade AI agents, integrating RAG, workflow engines, and MCP tool-use for smart Q&A and automation.

FunASR is an open-source speech recognition toolkit providing training, inference, and various audio processing pipelines, with OpenAI-compatible/MCP serving capabilities.

This MCP server provides a self-hosted API for scraping Douyin/TikTok data and downloading watermark-free videos, supporting posts, profiles, comments and playlists.

nuclear

nukeop

Nuclear is a free, open-source streaming music player that finds and plays music, featuring an MCP server allowing AI agents to control playback.

xiaohongshu-mcp

xpzouying

An MCP server and browser plugin enabling AI assistants to directly access and publish content on Xiaohongshu.com.

Enables AI agents to control the Unity Editor, manage assets, edit scripts, and automate game development tasks using natural language.

Connects monitoring data (Prometheus, logs) to AI agents via MCP for intelligent alerting and troubleshooting.

Allows AI agents to extract links and download media content (images, videos) from XiaoHongShu posts and profiles via MCP.

This MCP server enables AI agents to autonomously perform penetration testing, vulnerability discovery, and bug bounty automation using over 150 cybersecurity tools.

fastapi_mcp

tadata-org

This tool exposes existing FastAPI endpoints as Model Context Protocol (MCP) tools, complete with authentication, allowing AI agents to interact with your backend.

This MCP server provides a web-based user interface for managing Nginx configurations and operations, exposing these capabilities to AI agents.

This MCP server allows AI agents to extract data from various websites using Apify's thousands of ready-made scrapers, crawlers, and automation tools.

This MCP backend service enables AI agents to control ESP32 devices, supporting MQTT, Websocket, and voice recognition for IoT automation.

This repository provides open-source MCP servers to integrate AI agents with AWS services, enabling agent-driven cloud management.

This open-source platform provides uptime monitoring and status pages as code, operable by AI agents via MCP for infra management and incident communication.

This framework helps build effective and robust AI agents using the Model Context Protocol, offering full MCP support and composable agent patterns.