An agent can connect on its own if it already holds FRENCHIE_SKILL_TOKEN.Remote endpoint behind a static API key or header. The registry never sees the value; the agent fills the placeholder.
tools.schemasevery tool has an object input schema
pass
tools.annotations7 of 7 tools declare readOnlyHint or destructiveHint
pass
tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
pass
tools.token_costabout 1,809 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
pass
stability.changesno tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name
dependencies50 · weight 15
warn
deps.known_vulns2 advisories of lower severity or without a published fix: GHSA-5v7r-6r5c-r473 in [email protected] (direct, fixed in 21.3.1), GHSA-j47w-4g3g-c36v in [email protected] (direct, fixed in 21.3.2)
fail
deps.mcp_sdk_version@modelcontextprotocol/sdk 1.30.1 has 1 known advisory (GHSA-6qxp-vccf-f47h); update @modelcontextprotocol/sdk to 1.31.0 or later
Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.
Endpoints
remote
auth
reachable
uptime 30d
p50
protocol
last ok
https://mcp.getfrenchie.devstreamable-http
api_key ${FRENCHIE_SKILL_TOKEN}
yes
100%
815 ms
2025-11-25
2026-10-20
package
registry
version
runtime
secrets
@lab94/frenchie
npm
0.5.0
npx
FRENCHIE_API_KEY
Tools (7)
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.
fetch_result_fileread-only
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.
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 .frenchie/<slug>/generated.<ext>; HTTP mode returns a presigned imageUrl that the agent should download for the user.
get_job_resultread-only
Fetch the latest async Frenchie job result
ocr_to_markdown
Convert PDF/image files into Markdown through Frenchie
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.
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 header), then pass object_key as uploaded_file_reference to the processing tool.