Frenchie
mcp remote · streamable-http · v0.5.0 · source: crawl
https://mcp.getfrenchie.dev
https://github.com/Lab94/frenchie-skill
OCR, transcription, file extraction, and image generation for AI agents via MCP.
Works
90
Verified Oct 31, 2026 · p50 2420 ms · p95 2473 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'frenchie-mcp' |
| tools_listed | 15 | pass | 7 tools |
| schema_complete | 15 | pass | 7 of 7 tools have a description and a typed schema |
| latency_p50 | 10 | fail | p50 2420 ms |
| latency_p95 | 5 | pass | p95 2473 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (7)
| Name | Description | Schema |
|---|---|---|
ocr_to_markdown | Convert PDF/image files into Markdown through Frenchie | typed |
transcribe_to_markdown | Convert audio/video files into Markdown transcripts through Frenchie. Set language (ISO 639-1 code, e.g. 'th', 'en', 'ja') for better accuracy; omit for auto-detection. | typed |
generate_image | Generate a single image from a text prompt through Frenchie. Required: prompt. Optional: style (free-text style direction), size, quality, format, background. stdio mode auto-saves the image to .frenc | typed |
extract_to_markdown | Extract structured documents (.docx, .xlsx, .csv, .tsv, .pptx) into Markdown through Frenchie. stdio mode auto-saves the result to .frenchie/<name>/result.md; HTTP mode returns inline Markdown. | typed |
get_job_result | Fetch the latest async Frenchie job result | typed |
upload_file | Get a presigned upload URL for use with ocr_to_markdown, transcribe_to_markdown, or extract_to_markdown in HTTP mode. After calling this tool, PUT the file to upload_url (with the correct Content-Type | typed |
fetch_result_file | Get a temporary download URL for a result file from OCR/transcription output. Use this to download images referenced as frenchie-result: in the result markdown. | typed |
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[](https://app.agent-xm.com/a/io-github-lab94-frenchie-skill)
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