mcpbeat Sign in

ClicheFactory Document Intelligence MCP Server

by clichefactory Your server? Claim it
local only

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.

Installs per day peak 91 · avg 32 · -19% w/w
a month agotoday
162
Installs / week
pypi · clichefactory-mcp
0
Stars
1 open issues
17 Jun 2026
Last commit
0 releases in 90 days
MIT
License
Python

What the code does

We read the source, 22 h ago · rules 3dff92dd89df

Capabilities

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.

This code can reach further than it looks

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.

Three servers free · no card

Connect this server

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.

run in your terminal
claude mcp add clichefactory-mcp -- uvx clichefactory-mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "clichefactory-mcp": {
      "args": [
        "clichefactory-mcp"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.clichefactory-mcp]
command = "uvx"
args = ["clichefactory-mcp"]
.cursor/mcp.json
{
  "mcpServers": {
    "clichefactory-mcp": {
      "args": [
        "clichefactory-mcp"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "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.

Alternatives to ClicheFactory Document Intelligence

same job, measured the same way
Talonic
by talonicdev

Extract structured, schema-validated data from PDFs, scans, images, spreadsheets, and forms.

175 installs/wk local only
Chart Generator & PDF Report from Any Dataset, CSV or JSON
by nero-engine

Turn rows into bar, line, pie and scatter chart images plus an optional PDF or HTML report.

answering
Docalyze
by lunarperovskite

Read and analyze local documents (PDF, Excel, CSV, Word, PowerPoint, images). No API keys needed.

131 installs/wk local only
docmcp — Word & Excel files
by adirdavi

Real .docx and .xlsx files from structured data, with automatic Hebrew/Arabic RTL.

answering
RentRollAPI
by ekvanauk

Extract verified data from CRE rent rolls and T12 operating statements (PDF, Excel, CSV, scans)

2 tools answering
PDF Extractor: Bulk PDF to Text, Tables & Markdown from a CSV
by nero-engine

Extract text, tables and metadata from every PDF linked in a dataset, CSV or Google Sheet.

answering
Excel Vision MCP
by voyager-inc

Excel MCP with image extraction and write support — AI agents see and edit xlsx files

130 installs/wk local only
Apify Market Intelligence
by timzinin-api

Pay-per-call Apify Store analytics with free MCP discovery and x402 payments.

6 tools answering

ClicheFactory Document Intelligence — questions

Answers built from our own checks of this server.

Why is there no uptime for ClicheFactory Document Intelligence?
ClicheFactory Document Intelligence runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package clichefactory-mcp was installed 162 times last week.
How do I connect ClicheFactory Document Intelligence?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It runs locally, so the command pulls clichefactory-mcp straight from pypi; nothing to host, nothing to sign up for.
How many people use ClicheFactory Document Intelligence?
The pypi package clichefactory-mcp was installed 162 times in the last week. Week over week that is -19%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is ClicheFactory Document Intelligence open source?
Yes — it is published under the MIT licence, written in Python, 0 stars on GitHub and 1 open issue. The source link is on this page, so you can read exactly what it does with your data before you connect it.