ClicheFactory Document Intelligence runs on your own machine — the client starts it, so there is no endpoint to ping. 162 installs a week from pypi. Last commit 17 Jun 2026.
Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, and DSPy pipelines.
We read the source, 22 h ago · rules 3dff92dd89df
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
__import__(module)
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add clichefactory-mcp -- uvx clichefactory-mcp
{
"mcpServers": {
"clichefactory-mcp": {
"args": [
"clichefactory-mcp"
],
"command": "uvx"
}
}
}
[mcp_servers.clichefactory-mcp]
command = "uvx"
args = ["clichefactory-mcp"]
{
"mcpServers": {
"clichefactory-mcp": {
"args": [
"clichefactory-mcp"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"clichefactory-mcp": {
"args": [
"clichefactory-mcp"
],
"command": "uvx"
}
}
}
This one needs environment variables set before it will start:
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.).
The author declared them in the registry entry; get the values from the project itself.
Extract structured, schema-validated data from PDFs, scans, images, spreadsheets, and forms.
Turn rows into bar, line, pie and scatter chart images plus an optional PDF or HTML report.
Read and analyze local documents (PDF, Excel, CSV, Word, PowerPoint, images). No API keys needed.
Real .docx and .xlsx files from structured data, with automatic Hebrew/Arabic RTL.
Extract verified data from CRE rent rolls and T12 operating statements (PDF, Excel, CSV, scans)
Extract text, tables and metadata from every PDF linked in a dataset, CSV or Google Sheet.
Excel MCP with image extraction and write support — AI agents see and edit xlsx files
Pay-per-call Apify Store analytics with free MCP discovery and x402 payments.
Answers built from our own checks of this server.