Leyline
Sorcery
Browser automation for tests and agents. Use the browser slice without taking the whole test-runner product box.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Playwright · 20Score v2 uses observed signals only. Missing factors read No signal yet.
Magika (google/magika) is Google’s AI-powered file content-type detector: it classifies files from byte content (not just extensions / magic bytes), locally, in milliseconds on CPU. First-party README: ~100M-sample training, 200+ content types, ~99% avg precision/recall on their test set; used at scale for routing Gmail/Drive/Safe Browsing samples to scanners; also integrated with VirusTotal and abuse.ch (README claims).
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Magika · 9Score v2 uses observed signals only. Missing factors read No signal yet.
README tagline: "One MCP for reverse engineering across binaries, applications, and runtime behavior." The agent calls REA through MCP to inspect a local target and trace relevant code; REA returns findings with their evidence, and the agent uses them to explain the behavior or write and test an implementation.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
REA · 7Score v2 uses observed signals only. Missing factors read No signal yet.
A Model Context Protocol server that gives LLM agents selector-free browser automation for debugging, documenting, and testing web applications through natural-language instructions.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
kogiQA MCP Web Browser · 6Score v2 uses observed signals only. Missing factors read No signal yet.
A coding-agent terminal interface for scoped repository changes and reviewable development tasks.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Factory Droid · 3Score v2 uses observed signals only. Missing factors read No signal yet.
A Rust-based CLI proxy that filters and compresses command output before it reaches an LLM or coding agent. The repo positions RTK as a low-overhead way to reduce token consumption on common development commands like git status, git diff, test runners, grep/search, logs, and cloud/devops tooling.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
RTK · 3Score v2 uses observed signals only. Missing factors read No signal yet.
Leyline ranks components. It does not proxy inference or resell tokens.
Observed stars, notes, maintainer trust, and public sources. Missing signals read No signal yet.
Observed installs, success, resolve wins, and benches. Unobserved usage is never guessed or zeroed.