# gcf-python MCP server

> Enables LLMs to communicate using a highly token-efficient wire format that reduces payload size by up to 92% compared to JSON.

- Repository: https://github.com/blackwell-systems/gcf-python
- Page: https://hostedmcp.org/servers/blackwell-systems/gcf-python
- Transport: —
- Stars: 5
- License: Apache-2.0

## FAQ

### How much more efficient is GCF than JSON?

A single payload is 50-92% smaller than JSON, and in multi-turn sessions, it can be up to 94.4% cheaper.

### Does the library have any dependencies?

The library is pure Python and has zero runtime dependencies.