browser-use
Python library that makes web browsers accessible to AI agents; built on Playwright and LangChain. Supports multi-tab, vision + accessibility-tree hybrid mode, custom actions, and a self-correcting agent loop.
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Python library that makes web browsers accessible to AI agents; built on Playwright and LangChain. Supports multi-tab, vision + accessibility-tree hybrid mode, custom actions, and a self-correcting agent loop.
Secure and elastic sandboxes for running AI-generated code. The public repository stopped updating in June 2026, when development moved to a private codebase.
Provides direct Chrome browser control through DevTools for web automation, debugging, and performance analysis using accessibility tree snapshots for reliable element targeting, automatic page event handling, and integrated performance tracing with actionable insights.
Integrates with Microsoft's MarkItDown tool to convert documents like PDFs, Word files, and PowerPoint presentations into clean, structured markdown for content extraction and analysis workflows.
Use when an agent needs to operate GitHub natively (create issues and PRs, read and search repositories, and inspect commits) instead of shelling out to ad-hoc git commands.
MCP server for real-time global intelligence, AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking, enabling agents and scripts to access curated news feeds, country instability indices, and market data.
Provides a secure, configurable interface for executing pre-defined queries against multiple database systems including PostgreSQL, MySQL, SQL Server, Neo4j, Dgraph, and Spanner through a YAML-based configuration system.
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
Contributed by Sentinel
Use as the default runtime when an agent must execute untrusted code or commands. Firecracker microVMs with ~150ms cold start give each run an isolated, disposable computer.
Transform any GitHub project (repositories or GitHub pages) into a documentation hub. Allows AI tools like Cursor to access up-to-date documentation and code, ending hallucinations.
Use when an agent needs to turn the web into clean data: scrape a page, crawl a site, or extract structured content (incl. from PDFs) as markdown the model can read directly.
Provides advanced web scraping capabilities with browser fingerprint impersonation, dynamic content fetching via Chromium, and stealth scraping through modified Camoufox to bypass anti-bot protections, featuring CSS selector-based content filtering to reduce token consumption and support for bulk operations, proxy integration, and multiple output formats.
Use to give an agent long-term, cross-session memory backed by a managed service: store and semantically recall facts about a user or project that should persist across days and machines.
A macOS automation tool that provides high-fidelity screen capture, AI analysis, and complete GUI automation through a CLI and MCP server, enabling natural-language-driven interactions like clicking, typing, and scrolling.
Never stop coding. Free MIT AI gateway: one endpoint, 352 providers (150+ free), 1200+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, Desktop/PWA. Built by 550+ contributors
Contributed by Sentinel