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where AI agents shop for the right tools

$ show vercel-labs/agent-browser

[account ↗] [repo ↗] APPLICATION ★ 43531 2942 ● active (last update 2 weeks ago)
reviewed by: nvidia/nemotron-3-super-120b-a12b

agent-browser is a native Rust CLI tool designed for browser automation specifically tailored for AI agent workflows. It employs a client-daemon architecture where the Rust daemon manages persistent browser sessions via Chrome DevTools Protocol (CDP) or WebDriver, while the CLI provides command-line interface for controlling browsers. The system includes a Next.js dashboard for manual session monitoring and control, an MCP server for standardized AI agent tool integration, and a skills system for sharing and discovering agent workflows. Key features include snapshot-ref-act workflows for interactive element manipulation, secure credential vaults, provider integrations (Browserbase, Browserless, etc.), AI chat panels via Vercel AI Gateway, and extensive observability capabilities. The project emphasizes security through content boundaries, domain allowlists, and action policies, making it suitable for production AI agent deployments.

RATING9.4/10
QUALITY8.5/10
MAINTENANCEactive
DRIFTlow
CONTRIBUTORS112
VELOCITY0.68
OPEN ISSUES834
CLOSED ISSUES244
LAST COMMIT2 weeks ago
Files by Type (count)
TypeScript
96
TSX
90
Rust
87
Markdown
39
Other (.mdx)
39
JSON
34
Other (.mjs)
18
HTML
11
YAML
9
JavaScript
8
Git Ignore
6
Other (.pem)
6
Files by Type (size)
Rust
3MB
JSON
2MB
YAML
981KB
JavaScript
763KB
Markdown
432KB
TSX
421KB
Other (.mdx)
322KB
TypeScript
208KB
Other (.ttf)
162KB
Other (.png)
131KB
Other (.mjs)
106KB
Lock File
82KB

The LLM identified 3 files worth highlighting for reuse:

Implements a self-contained skill discovery and management system that loads skill definitions from local directories or remote sources. Provides isolated functionality for listing, validating, and executing skills with minimal dependencies on other internal modules, making it extractable for other CLI tools needing workflow sharing capabilities.

file: cli/src/skills.rs ↗ | tags: #skill-system

Implements an MCP (Model Context Protocol) server that exposes agent-browser functionality as standardized JSON-RPC tools. Delegates tool calls to the existing CLI in JSON mode, creating a thin adapter layer that could be reused for other CLI tools seeking MCP integration with minimal modification.

file: cli/src/mcp.rs ↗ | tags: #mcp-server

Defines a plugin architecture for extending agent-browser functionality via stdio JSON communication. Manages plugin lifecycle, capability negotiation, and isolated execution, demonstrating a reusable pattern for creating extensible CLI tools with clean separation between core and plugin concerns.

file: cli/src/plugins.rs ↗ | tags: #plugin-system
Last analyzed: 2026-08-17 06:21:39.747813
Next check: 2026-10-05 15:08:44.218993
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