protostatis/unbrowser
by Various
Single-binary, Chrome-free headless browser for LLM agents. Cheap layer of a two-engine scraping stack — handles 80% of pages at 1/50th Chrome's per-session cost.
MCP
protostatis/unbrowser
Added 1 June 2026
Overview
Single-binary, Chrome-free headless browser for LLM agents. Handles 80% of web pages at 1/50th the per-session cost of Chrome. Serves as a cheap first layer in a two-engine scraping stack.
Best for
Best for
Developers needing cheap, lightweight headless browsing for routine web scraping in AI pipelines
Use cases
- Scraping simple web pages for LLM training data
- Automated data extraction for AI agent workflows
- Lightweight headless browsing for automation pipelines
How to use
Install
pip install pyunbrowser # in a venv on python3.10+ Tools exposed
text_main
Tested with
Claude Desktop, Claude Code, Cursor, Cline
Notes
Single-binary, Chrome-free headless browser for LLM agents. Handles 80% of web pages at 1/50th the per-session cost of Chrome. Serves as a cheap first layer in a two-engine scraping stack.
7 stars on GitHub. Last updated 2026-05-29. Licensed Apache-2.0.
Use cases
- Scraping simple web pages for LLM training data
- Automated data extraction for AI agent workflows
- Lightweight headless browsing for automation pipelines
Pros
- Extremely low per-session cost compared to Chrome
- Single binary with no Chrome dependency, saving resources
- Fast execution due to Rust implementation
Cons
- Covers only 80% of pages, requiring a fallback engine for complex sites
- May miss JavaScript-heavy or modern single-page applications
- Limited to simple scraping scenarios without full browser capabilities
Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.
Pros
- Extremely low per-session cost compared to Chrome
- Single binary with no Chrome dependency, saving resources
- Fast execution due to Rust implementation
Cons
- Covers only 80% of pages, requiring a fallback engine for complex sites
- May miss JavaScript-heavy or modern single-page applications
- Limited to simple scraping scenarios without full browser capabilities
Pairs with
Other entries in the index that connect to this one. Click through to see the chain.
agent-infra/mcp-server-browser
Various
The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
browsermcp/mcp
Various
Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser
executeautomation/playwright-mcp-server
Various
Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌
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