SERVER

ClicheFactory Document Intelligence

Rank #54,282

io.github.ClicheFactory/clichefactory-mcp

Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, and DSPy pipelines.

2 versions

by clichefactory (1 servers)View repository ↗Claim this server

Listed & last published

May 17, 2026

OVERVIEW

ClicheFactory Document Intelligence is a Model Context Protocol (MCP) server published by clichefactory. It ranks #54,282 of 137,492 servers tracked on MCP Toplist. ClicheFactory Document Intelligence is listed across 3 registries — Official MCP, PulseMCP and Glama, with 2 tracked versions. It was first listed on May 17, 2026 and most recently updated on May 17, 2026.

STANDING

#54,282of 137,492 tracked serversTop 50%

Ranks ahead of 83,210 of 137,492 servers on MCP Toplist.

CONNECT

Use ClicheFactory Document Intelligence

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

Python package (PyPI)

claude mcp add clichefactory-mcp -e "CLICHEFACTORY_API_KEY=<your CLICHEFACTORY_API_KEY>" -e "CLICHEFACTORY_API_URL=<your CLICHEFACTORY_API_URL>" -e "LLM_MODEL_NAME=<your LLM_MODEL_NAME>" -e "LLM_API_KEY=<your LLM_API_KEY>" -e "OCR_MODEL_NAME=<your OCR_MODEL_NAME>" -e "OCR_API_KEY=<your OCR_API_KEY>" -- uvx clichefactory-mcp

Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.clichefactory-mcp]
command = "uvx"
args = ["clichefactory-mcp"]

[mcp_servers.clichefactory-mcp.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>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "clichefactory-mcp": {
      "command": "uvx",
      "args": [
        "clichefactory-mcp"
      ],
      "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>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "clichefactory-mcp": {
      "command": "uvx",
      "args": [
        "clichefactory-mcp"
      ],
      "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>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "servers": {
    "clichefactory-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "clichefactory-mcp"
      ],
      "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>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "clichefactory-mcp": {
      "command": "uvx",
      "args": [
        "clichefactory-mcp"
      ],
      "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>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "clichefactory-mcp": {
      "command": "uvx",
      "args": [
        "clichefactory-mcp"
      ],
      "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>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.ClicheFactory%2Fclichefactory-mcp.svg)](https://mcptoplist.com/server/io.github.ClicheFactory%2Fclichefactory-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.ClicheFactory%2Fclichefactory-mcp"><img src="https://mcptoplist.com/badge/io.github.ClicheFactory%2Fclichefactory-mcp.svg" alt="MCP Toplist: Top 50% of 137,492" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 3 registries

PulseMCP

Official MCP

Glama

ORGANIZATION

clichefactory

Organization

clichefactory

Servers in org

Versions across org

VERSIONS

Available versions (2)

Version	Published
0.1.8	May 17, 2026
0.1.7	May 17, 2026

FAQ

Frequently asked questions

Who maintains ClicheFactory Document Intelligence?: ClicheFactory Document Intelligence is maintained by clichefactory, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
Is ClicheFactory Document Intelligence listed on the Official MCP Registry?: Yes — ClicheFactory Document Intelligence is listed on the Official MCP Registry, alongside PulseMCP and Glama.
How many versions does ClicheFactory Document Intelligence have?: MCP Toplist tracks 2 versions of ClicheFactory Document Intelligence, most recently published on May 17, 2026.
Where can I find the source code for ClicheFactory Document Intelligence?: The source code for ClicheFactory Document Intelligence is hosted at github.com/clichefactory/clichefactory-mcp.

Used in projects

Do you run this server?

Add to a project

Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.

EXPLORE

All MCP Servers Official MCP Servers GitHub MCP Servers Best MCP Servers Most Active MCP Servers New MCP Servers Best New MCP Servers