MCPs → Browser & Web

The most-starred open-source web crawler with built-in MCP server. Extracts LLM-ready structured data from any website with async support and smart chunking.

Leverage any Large Language Model to generate comprehensive, privacy-focused research reports.

Automates browsers and APIs, enabling LLMs to interact with web pages for tasks like screenshot capture and JavaScript execution.

Accelerate the development and research of complex Retrieval-Augmented Generation systems with a low-code, modular framework.

Automates machine learning research workflows, including idea generation, experiment execution, and iterative paper review.

Extracts text and metadata from web pages and online resources, offering various output formats.

Build and deploy open-source Model Context Protocols on Slack, Discord, and the web.

Provides a self-hosted web interface and API for interacting with large language models via llama.cpp.

Integrates powerful web scraping and content extraction capabilities into LLM clients like Cursor and Claude.

Create, customize, and engage in real-time conversations with AI characters across web, mobile, and terminal platforms.

Enables AI applications to control a user's existing browser instance.

Automates web interactions for AI agents and applications without managing infrastructure.

Enables AI-powered applications to monitor and interact with browser data via a Chrome extension and MCP.

Provides a developer-friendly, embedded retrieval engine for multimodal AI, enabling efficient search and data management.

Extracts and downloads content from XiaoHongShu (RedNote), including user posts, collections, likes, albums, and search results.

Exposes Chrome browser functionality to AI assistants for complex browser automation, content analysis, and semantic search.

Transforms any documentation website into a production-ready Claude AI skill in minutes.

Provides a programmatic interface to automate content publishing, feed retrieval, and search functionalities on Xiaohongshu.com.

Conducts in-depth web and local research on any topic, generating comprehensive reports with citations.

Automates browser interactions for Large Language Models using Playwright.

Provides coding agents with programmatic access to Chrome DevTools for comprehensive browser control, inspection, and debugging.