A measured React component fit index for coding agents, served as a bundled-data MCP server.
Everything here was measured by our prober or read from a registry. Nothing is self-reported.
Attributed to the source that supplied each field. Treated as claims, not facts.
No long description beyond the summary.
Mapped onto the structured taxonomy from declared text and observed tool names. Confidence shown for derived entries.
Every source is kept verbatim. Field changes are logged as events.
AI transcription from URLs or files. 119 languages, diarization, SRT/VTT/text export.