ClicheFactory Document Intelligence MCP Server

ClicheFactory Document Intelligence is an MCP integration. Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, and DSPy pipelines.

Packages and local setup

The published pypi package is clichefactory-mcp, version 0.1.8. Its declared MCP transport is stdio.

The package declares CLICHEFACTORY_API_KEY: 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: LLM provider API key for local mode.; OCR_MODEL_NAME: Optional OCR/VLM model override.; OCR_API_KEY: Optional OCR/VLM provider API key..

Before connecting

Check the maintainer’s instructions for account access, authentication and the supported client configuration. Once connected, inspect the tools your client receives and try a small task that matches the server’s stated purpose. The registry description does not include a verified, complete tool list.

Project and source

View the publisher’s registry entry · Project repository · Project website. This profile uses version 0.1.8 from the registry. Registration identifies the publisher namespace; it does not establish that this is a first-party integration for every service it connects.

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