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ClicheFactory Document Intelligence

io.github.ClicheFactory/clichefactory-mcp · v0.1.8

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

Connect Runs on your machine

Terminal
claude mcp add clichefactory-mcp -e CLICHEFACTORY_API_KEY=<CLICHEFACTORY_API_KEY> -e CLICHEFACTORY_API_URL=<CLICHEFACTORY_API_URL> -e LLM_MODEL_NAME=<LLM_MODEL_NAME> -e LLM_API_KEY=<LLM_API_KEY> -e OCR_MODEL_NAME=<OCR_MODEL_NAME> -e OCR_API_KEY=<OCR_API_KEY> -- uvx clichefactory-mcp==0.1.8
claude_desktop_config.json
{
  "mcpServers": {
    "clichefactory-mcp": {
      "command": "uvx",
      "args": [
        "clichefactory-mcp==0.1.8"
      ],
      "env": {
        "CLICHEFACTORY_API_KEY": "<CLICHEFACTORY_API_KEY>",
        "CLICHEFACTORY_API_URL": "<CLICHEFACTORY_API_URL>",
        "LLM_MODEL_NAME": "<LLM_MODEL_NAME>",
        "LLM_API_KEY": "<LLM_API_KEY>",
        "OCR_MODEL_NAME": "<OCR_MODEL_NAME>",
        "OCR_API_KEY": "<OCR_API_KEY>"
      }
    }
  }
}
~/.cursor/mcp.json
{
  "mcpServers": {
    "clichefactory-mcp": {
      "command": "uvx",
      "args": [
        "clichefactory-mcp==0.1.8"
      ],
      "env": {
        "CLICHEFACTORY_API_KEY": "<CLICHEFACTORY_API_KEY>",
        "CLICHEFACTORY_API_URL": "<CLICHEFACTORY_API_URL>",
        "LLM_MODEL_NAME": "<LLM_MODEL_NAME>",
        "LLM_API_KEY": "<LLM_API_KEY>",
        "OCR_MODEL_NAME": "<OCR_MODEL_NAME>",
        "OCR_API_KEY": "<OCR_API_KEY>"
      }
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "clichefactory-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "clichefactory-mcp==0.1.8"
      ],
      "env": {
        "CLICHEFACTORY_API_KEY": "<CLICHEFACTORY_API_KEY>",
        "CLICHEFACTORY_API_URL": "<CLICHEFACTORY_API_URL>",
        "LLM_MODEL_NAME": "<LLM_MODEL_NAME>",
        "LLM_API_KEY": "<LLM_API_KEY>",
        "OCR_MODEL_NAME": "<OCR_MODEL_NAME>",
        "OCR_API_KEY": "<OCR_API_KEY>"
      }
    }
  }
}

Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.

Tools

This server runs locally, so its tools are listed by your MCP client once it starts.

Environment variables

NameDescription
CLICHEFACTORY_API_KEY
Optional, secret
ClicheFactory API key for service mode.
CLICHEFACTORY_API_URL
Optional
Optional ClicheFactory API base URL override.
LLM_MODEL_NAME
Optional
Model name for local mode, for example gemini/gemini-3-flash-preview.
LLM_API_KEY
Optional, secret
LLM provider API key for local mode.
OCR_MODEL_NAME
Optional
Optional OCR/VLM model override.
OCR_API_KEY
Optional, secret
Optional OCR/VLM provider API key.

Details

Package[email protected] (PYPI, stdio)
First published17 May 2026
Last updated17 May 2026
Registry nameio.github.ClicheFactory/clichefactory-mcp

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