Frenchie
OCR, transcription, file extraction, and image generation for AI agents via MCP.
Verdict not yet evaluated for this tool. The semantic screen takes adversarial cases first; coverage rolls out as the corpus expands (15/150 labels to graduation). The deterministic conformance probe is built but has not yet run on the public corpus, so a recorded verdict here is REVIEW or UNVERIFIED, never a clearing ALLOW. Until a verdict is recorded, an agent should treat this tool as not-yet-cleared and fall back to its own checks. Method: the eval, four-state verdict, honest limits.
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FRENCHIE_API_KEYYour Frenchie API key (starts with fr_). Create one at https://getfrenchie.dev/dashboard/api-keys — first signup comes with 100 free credits.
FRENCHIE_DEFAULT_LANGUAGEOptional ISO 639-1 language hint (e.g. 'th', 'en', 'ja') applied to transcribe_to_markdown when the tool input does not specify a language. Tool-level language always wins.
Publish HTML, Markdown, and multi-file sites as shareable URLs instantly via MCP.
Indexed ecommerce site directory — vendor lookups, brands by city/market/founder. 10 tools.
Read-only ammo pricing: offer search, caliber market snapshots, retailer directory. Descriptive.