IdeaCredIdeaCred

hanzili/hanzi-in-chrome

79

any llm browsing for you in chrome

What's novel

any llm browsing for you in chrome

Code Analysis

9 files read · 3 rounds

A Chrome extension that bridges AI agents with your real signed-in browser via MCP protocol, enabling autonomous browser automation with authenticated sessions and anti-bot measures.

Strengths

Innovative architecture combining CDP-based browser automation with MCP protocol for AI agent integration. Clean separation between extension (browser execution), server (MCP protocol), and relay (WebSocket routing). Robust anti-bot implementation with human-like behavior simulation. Handles Chrome service worker suspension gracefully with message queuing.

Weaknesses

Limited test coverage - mostly manual testing via scripts. Some large monolithic files in the extension codebase. Global state usage in background scripts could be refactored for better isolation.

Score Breakdown

Innovation
7 (25%)
Craft
63 (35%)
Traction
42 (15%)
Scope
88 (25%)

Signal breakdown

Innovation

Not Fork+1
Code Novelty+2
Concept Novelty+2

Craft

Ci+0
Tests+3
Polish+1
Releases+0
Has License+5
Code Quality+21
Readme Quality+12
Recent Activity+7
Structure Quality+5
Commit Consistency+4
Has Dependency Mgmt+5

Traction

Forks+17
Stars+20
Hn Points+0
Watchers+0
Early Traction+5
Devto Reactions+0
Community Contribs+0

Scope

Commits+8
Languages+8
Subsystems+10
Bloat Penalty+0
Completeness+7
Contributors+5
Authored Files+15
Readme Code Match+3
Architecture Depth+7
Implementation Depth+8

Evidence

Commits

61

Contributors

1

Files

176

Active weeks

6

TestsCI/CDREADMELicenseContributing

Repository

Language

JavaScript

Stars

77

Forks

15

License

NOASSERTION