io.github.ClicheFactory/clichefactory-mcp
ClicheFactory Document Intelligence
Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, and DSPy pipelines.
alive probed 2026-10-19
3tools
≈ 1.3ktokens, estimate
≈ 0.6 %of Claude's 200k window
0.9×the median server
3.3 sto initialize
10 msto list tools
- Run it
- uvx clichefactory-mcp==0.1.8 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- clichefactory-mcp 1.30.0
- Capabilities
- experimental, prompts, resources, tools
- Instructions
- 704 characters
- Of a 1M window
- ≈ 0.1 % of a 1M context window, estimate
- Claude count
- The count_tokens endpoint refused the tool schemas: invalid x-api-key. The estimate stands in.
- Repository
- https://github.com/ClicheFactory/clichefactory-mcp
- Website
- https://clichefactory.com
- Registry
- active, updated 2026-05-17 · registry entry
- Reachable
- 1 of the last 1 probe
Most expensive tools
Estimates with the o200k_base tokenizer.
| Tool | o200k estimate | Share of this server |
|---|---|---|
| extract | 738 | 57 % |
| to_markdown | 444 | 34 % |
| doctor | 106 | 8 % |
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The Anthropic count_tokens endpoint refused the tool schemas (invalid x-api-key). A client that validates schemas can refuse them too.