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Frenchie

R1· needs a key

OCR, transcription, file extraction, and image generation for AI agents via MCP.

v0.5.0 · active · repository · website · descriptor JSON · versions

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.
Quality84good
Trust90of 100
Uptime, 30 days100%
Latency p50813 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "frenchie-skill": {
      "type": "http",
      "url": "https://mcp.getfrenchie.dev",
      "headers": {
        "Authorization": "Bearer ${FRENCHIE_SKILL_TOKEN}"
      }
    }
  }
}
claude mcp add --transport http frenchie-skill https://mcp.getfrenchie.dev --header "Authorization: Bearer ${FRENCHIE_SKILL_TOKEN}"
[mcp_servers.frenchie-skill]
url = "https://mcp.getfrenchie.dev"
bearer_token_env_var = "FRENCHIE_SKILL_TOKEN"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "frenchie-skill": {
      "type": "remote",
      "url": "https://mcp.getfrenchie.dev",
      "enabled": true,
      "headers": {
        "Authorization": "Bearer {env:FRENCHIE_SKILL_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "frenchie-skill": {
      "type": "http",
      "url": "https://mcp.getfrenchie.dev",
      "headers": {
        "Authorization": "Bearer ${FRENCHIE_SKILL_TOKEN}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=frenchie-skill&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLmdldGZyZW5jaGllLmRldiIsImhlYWRlcnMiOnsiQXV0aG9yaXphdGlvbiI6IkJlYXJlciAke0ZSRU5DSElFX1NLSUxMX1RPS0VOfSJ9fQ%3D%3D"
}
{
  "servers": {
    "frenchie-skill": {
      "type": "http",
      "url": "https://mcp.getfrenchie.dev",
      "headers": {
        "Authorization": "Bearer ${FRENCHIE_SKILL_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "frenchie-skill": {
      "httpUrl": "https://mcp.getfrenchie.dev",
      "headers": {
        "Authorization": "Bearer ${FRENCHIE_SKILL_TOKEN}"
      }
    }
  }
}
extensions:
  "frenchie-skill":
    enabled: true
    name: "frenchie-skill"
    type: streamable_http
    uri: "https://mcp.getfrenchie.dev"
    headers:
      "Authorization": "Bearer ${FRENCHIE_SKILL_TOKEN}"
    timeout: 300

Placeholders to fill from your own secret store: ${FRENCHIE_SKILL_TOKEN}. The registry never accepts secret values.

Quality 84 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    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
  • pass
    deps.resolvable@lab94/[email protected] resolved: 135 packages

7 tools, about 1,809 tokens to load them all · tool set 1855b5aa5fbd · checked 2026-10-20 10:35 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 90 / 100

provenance90
liveness100
freshness65
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-100% ~updated-166d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Dependencies

@lab94/[email protected] npm134 dependencies, resolved · MCP SDK @modelcontextprotocol/sdk 1.30.1 · advisories checked 2026-10-19

advisoryseveritypackagefixed in
GHSA-6qxp-vccf-f47hMCP TypeScript SDK: OAuth client could send credentials to an authorization server chosen by the MCP serverhigh@modelcontextprotocol/[email protected]MCP SDK, directfixed in 1.31.0
GHSA-5v7r-6r5c-r473file-type affected by infinite loop in ASF parser on malformed input with zero-size sub-headermoderate[email protected]directfixed in 21.3.1
GHSA-j47w-4g3g-c36vfile-type: ZIP Decompression Bomb DoS via [Content_Types].xml entrymoderate[email protected]directfixed in 21.3.2

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

remoteauthreachableuptime 30dp50protocollast ok
https://mcp.getfrenchie.dev streamable-httpapi_key ${FRENCHIE_SKILL_TOKEN}yes100%813 ms2025-11-252026-10-20
packageregistryversionruntimesecrets
@lab94/frenchienpm0.5.0npxFRENCHIE_API_KEY

Tools (7)

extract_to_markdownExtract 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-onlyGet 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_imageGenerate 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-onlyFetch the latest async Frenchie job result
ocr_to_markdownConvert PDF/image files into Markdown through Frenchie
transcribe_to_markdownConvert 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_fileGet 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.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.github.Lab94/frenchie-skill",
  "title": "Frenchie",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.getfrenchie.dev",
      "type": "streamable-http",
      "headers": [
        {
          "name": "Authorization",
          "isSecret": true,
          "isRequired": true,
          "description": "Bearer fr_... — your Frenchie API key"
        },
        {
          "name": "X-Frenchie-Default-Language",
          "description": "Optional 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."
        }
      ]
    }
  ],
  "version": "0.5.0",
  "packages": [
    {
      "version": "0.5.0",
      "transport": {
        "type": "stdio"
      },
      "identifier": "@lab94/frenchie",
      "runtimeHint": "npx",
      "registryType": "npm",
      "runtimeArguments": [
        {
          "type": "positional",
          "value": "-y"
        },
        {
          "type": "positional",
          "value": "@lab94/[email protected]"
        },
        {
          "type": "positional",
          "value": "mcp"
        }
      ],
      "environmentVariables": [
        {
          "name": "FRENCHIE_API_KEY",
          "isSecret": true,
          "isRequired": true,
          "description": "Your Frenchie API key (starts with fr_). Create one at https://getfrenchie.dev/dashboard/api-keys — first signup comes with 100 free credits."
        },
        {
          "name": "FRENCHIE_DEFAULT_LANGUAGE",
          "description": "Optional 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."
        }
      ]
    }
  ],
  "repository": {
    "url": "https://github.com/Lab94/frenchie-skill",
    "source": "github"
  },
  "websiteUrl": "https://getfrenchie.dev",
  "description": "OCR, transcription, file extraction, and image generation for AI agents via MCP."
}