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ClicheFactory Document Intelligence

Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, and DSPy pipelines.

ClicheFactoryclichefactory/clichefactory-mcpUpdated May 17, 2026

server.json

{
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "name": "io.github.ClicheFactory/clichefactory-mcp",
  "description": "Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, and DSPy pipelines.",
  "title": "ClicheFactory Document Intelligence",
  "repository": {
    "url": "https://github.com/ClicheFactory/clichefactory-mcp",
    "source": "github"
  },
  "version": "0.1.8",
  "websiteUrl": "https://clichefactory.com",
  "packages": [
    {
      "registryType": "pypi",
      "registryBaseUrl": "https://pypi.org",
      "identifier": "clichefactory-mcp",
      "version": "0.1.8",
      "runtimeHint": "uvx",
      "transport": {
        "type": "stdio"
      },
      "environmentVariables": [
        {
          "description": "ClicheFactory API key for service mode.",
          "isSecret": true,
          "name": "CLICHEFACTORY_API_KEY"
        },
        {
          "description": "Optional ClicheFactory API base URL override.",
          "name": "CLICHEFACTORY_API_URL"
        },
        {
          "description": "Model name for local mode, for example gemini/gemini-3-flash-preview.",
          "name": "LLM_MODEL_NAME"
        },
        {
          "description": "LLM provider API key for local mode.",
          "isSecret": true,
          "name": "LLM_API_KEY"
        },
        {
          "description": "Optional OCR/VLM model override.",
          "name": "OCR_MODEL_NAME"
        },
        {
          "description": "Optional OCR/VLM provider API key.",
          "isSecret": true,
          "name": "OCR_API_KEY"
        }
      ]
    }
  ]
}

Permissions

DeclaredDetected
Runs code—python
Installs—pypi:clichefactory-mcp@0.1.8
Runs install scripts—None
NetworkNoneNone
Needs credentialsCLICHEFACTORY_API_KEYLLM_API_KEYOCR_API_KEYCLICHEFACTORY_API_KEYLLM_API_KEYOCR_API_KEY
Outside the workspace—None
Agent tools—None

Checks

Low risk · Nothing worth a warning was found.

Not reviewed by a person · Checked by rules; the model review is not switched on yet.

Versions

  1. #10.1.8latestOct 7, 2026