ClicheFactory Document Intelligence MCP Server

Name: ClicheFactory Document Intelligence MCP Server
Author: io.github.ClicheFactory

io.github.ClicheFactory/clichefactory-mcp

Repository Registry

What is the ClicheFactory Document Intelligence MCP server?

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

How to install ClicheFactory Document Intelligence

Copy-paste configuration for popular MCP clients.

transport: stdio

Config generated by PluginBench — verify against the source before use.

Environment / auth

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

Claude Desktop

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "clichefactory-mcp": {
      "command": "uvx",
      "args": [
        "clichefactory-mcp"
      ],
      "env": {
        "CLICHEFACTORY_API_KEY": "<YOUR_CLICHEFACTORY_API_KEY>",
        "CLICHEFACTORY_API_URL": "<YOUR_CLICHEFACTORY_API_URL>",
        "LLM_MODEL_NAME": "<YOUR_LLM_MODEL_NAME>",
        "LLM_API_KEY": "<YOUR_LLM_API_KEY>",
        "OCR_MODEL_NAME": "<YOUR_OCR_MODEL_NAME>",
        "OCR_API_KEY": "<YOUR_OCR_API_KEY>"
      }
    }
  }
}

Cursor

~/.cursor/mcp.json

{
  "mcpServers": {
    "clichefactory-mcp": {
      "command": "uvx",
      "args": [
        "clichefactory-mcp"
      ],
      "env": {
        "CLICHEFACTORY_API_KEY": "<YOUR_CLICHEFACTORY_API_KEY>",
        "CLICHEFACTORY_API_URL": "<YOUR_CLICHEFACTORY_API_URL>",
        "LLM_MODEL_NAME": "<YOUR_LLM_MODEL_NAME>",
        "LLM_API_KEY": "<YOUR_LLM_API_KEY>",
        "OCR_MODEL_NAME": "<YOUR_OCR_MODEL_NAME>",
        "OCR_API_KEY": "<YOUR_OCR_API_KEY>"
      }
    }
  }
}

Windsurf

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "clichefactory-mcp": {
      "command": "uvx",
      "args": [
        "clichefactory-mcp"
      ],
      "env": {
        "CLICHEFACTORY_API_KEY": "<YOUR_CLICHEFACTORY_API_KEY>",
        "CLICHEFACTORY_API_URL": "<YOUR_CLICHEFACTORY_API_URL>",
        "LLM_MODEL_NAME": "<YOUR_LLM_MODEL_NAME>",
        "LLM_API_KEY": "<YOUR_LLM_API_KEY>",
        "OCR_MODEL_NAME": "<YOUR_OCR_MODEL_NAME>",
        "OCR_API_KEY": "<YOUR_OCR_API_KEY>"
      }
    }
  }
}

VS Code

.vscode/mcp.json

{
  "servers": {
    "clichefactory-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "clichefactory-mcp"
      ],
      "env": {
        "CLICHEFACTORY_API_KEY": "<YOUR_CLICHEFACTORY_API_KEY>",
        "CLICHEFACTORY_API_URL": "<YOUR_CLICHEFACTORY_API_URL>",
        "LLM_MODEL_NAME": "<YOUR_LLM_MODEL_NAME>",
        "LLM_API_KEY": "<YOUR_LLM_API_KEY>",
        "OCR_MODEL_NAME": "<YOUR_OCR_MODEL_NAME>",
        "OCR_API_KEY": "<YOUR_OCR_API_KEY>"
      }
    }
  }
}

Claude Code

claude mcp add clichefactory-mcp --env CLICHEFACTORY_API_KEY=<YOUR_CLICHEFACTORY_API_KEY> --env CLICHEFACTORY_API_URL=<YOUR_CLICHEFACTORY_API_URL> --env LLM_MODEL_NAME=<YOUR_LLM_MODEL_NAME> --env LLM_API_KEY=<YOUR_LLM_API_KEY> --env OCR_MODEL_NAME=<YOUR_OCR_MODEL_NAME> --env OCR_API_KEY=<YOUR_OCR_API_KEY> -- uvx clichefactory-mcp