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ClicheFactory MCP

An MCP server that exposes ClicheFactory's document intelligence capabilities, allowing AI assistants to extract structured, schema-validated JSON from PDFs, scans, Office docs, and EML files. It supports multiple extraction modes including standard, fast, robust, and trained pipelines, and integrates with Cursor and Claude Desktop.

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Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

ClicheFactory MCP logo, by ClicheFactoryCommunity listingLocal stdioSource reviewed; not executedPublished by ClicheFactory
You need:Create an API key in Settings → API Keyspip install clichefactory-mcp
Vendor documentation

What you can do with it

  • Extract structured JSON from PDFs and scanned images
  • Convert documents to markdown for analysis
  • Validate configuration and dependencies via doctor tool
  • Extract data using custom DSPy trained pipelines

Source and maintenance

Community listingRegistry 0.1.8
mcp-registry: io.github.ClicheFactory/clichefactory-mcp@0.1.8Source repositoryProject website
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

clichefactory-mcp 0.1.8

pypiuvx
clichefactory-mcp package definition
{
  "version": "0.1.8",
  "transport": "stdio",
  "identifier": "clichefactory-mcp",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org",
  "environmentVariables": [
    {
      "name": "CLICHEFACTORY_API_KEY",
      "description": "ClicheFactory API key for service mode."
    },
    {
      "name": "CLICHEFACTORY_API_URL",
      "description": "Optional ClicheFactory API base URL override."
    },
    {
      "name": "LLM_MODEL_NAME",
      "description": "Model name for local mode, for example gemini/gemini-3-flash-preview."
    },
    {
      "name": "LLM_API_KEY",
      "description": "LLM provider API key for local mode."
    },
    {
      "name": "OCR_MODEL_NAME",
      "description": "Optional OCR/VLM model override."
    },
    {
      "name": "OCR_API_KEY",
      "description": "Optional OCR/VLM provider API key."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "clichefactory-mcp": {
      "command": "uvx",
      "args": [
        "clichefactory-mcp==0.1.8"
      ],
      "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>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "clichefactory-mcp": {
      "command": "uvx",
      "args": [
        "clichefactory-mcp==0.1.8"
      ],
      "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

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "clichefactory-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "clichefactory-mcp==0.1.8"
      ],
      "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 Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "clichefactory-mcp": {
      "command": "uvx",
      "args": [
        "clichefactory-mcp==0.1.8"
      ],
      "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>"
      }
    }
  }
}

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