ClicheFactory Document Intelligence
Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, and DSPy pipelines.
Verdict not yet evaluated for this tool. The hybrid eval runs adversarial cases first; coverage rolls out as the corpus expands. Until a verdict is recorded, an agent should treat this tool as not-yet-cleared and fall back to its own checks. Method: hybrid eval, four-state verdict, honest limits.
{
"mcpServers": {
"clichefactory-mcp": {
"command": "uvx",
"args": [
"clichefactory-mcp"
],
"env": {
"CLICHEFACTORY_API_KEY": "<your-clichefactory_api_key>",
"CLICHEFACTORY_API_URL": "<clichefactory_api_url>",
"LLM_MODEL_NAME": "<llm_model_name>",
"LLM_API_KEY": "<your-llm_api_key>",
"OCR_MODEL_NAME": "<ocr_model_name>",
"OCR_API_KEY": "<your-ocr_api_key>"
}
}
}
}CLICHEFACTORY_API_KEYClicheFactory API key for service mode.
CLICHEFACTORY_API_URLOptional ClicheFactory API base URL override.
LLM_MODEL_NAMEModel name for local mode, for example gemini/gemini-3-flash-preview.
LLM_API_KEYLLM provider API key for local mode.
OCR_MODEL_NAMEOptional OCR/VLM model override.
OCR_API_KEYOptional OCR/VLM provider API key.
Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.
Google Ads MCP server — manage campaigns, keywords, and metrics.
Publish markdown documents as public share links with mermaid diagram support. Built by AutEng.ai