Skip to content

README.md

Latest commit

 

History

History
32 lines (21 loc) · 1.15 KB

README.md

File metadata and controls

32 lines (21 loc) · 1.15 KB

Examples

This directory intentionally keeps only the public entrypoints that are useful to new users.

Minimal

  • weather_zcp_server.py: smallest native ZCP weather server (/zcp)
  • weather_zcp_client.py: matching native ZCP client using a prompt-driven OpenAI-compatible tool loop
  • weather_mcp_server.py: smallest MCP-compatible stdio weather server
  • weather_mcp_client.py: matching official MCP client using a prompt-driven OpenAI-compatible tool loop

If you want to run the prompt-driven client examples, install the optional dependencies first:

pip install "zero-context-protocol-sdk[mcp,openai]"

The client examples expect one of OPENAI_API_KEY or DEEPSEEK_API_KEY, plus optional OPENAI_BASE_URL and OPENAI_MODEL.

Production-shaped

  • run_zcp_api_server.py: ASGI host exposing /zcp, /mcp, and /ws
  • zcp_server_template.py: reference service template for a real backend

Benchmarks

  • compare_zcp_mcp_tool_call_benchmark.py: official compact tool-call token benchmark
  • compare_excel_client_protocol_benchmark.py: official Excel LLM token benchmark

Internal benchmark baselines and helpers now live under tools/.