EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·Aug 11·5 min read
Show HN: Mcptoon – MCP CLI client that cuts tool discovery tokens by 97%
TL;DR
Mcptoon is a command-line interface (CLI) client for the MCP tool discovery process that reduces token usage from over 10,000 to just 350. This cross-platform tool enables efficient tool discovery for AI agents with zero dependencies.
✦ Why It Matters
Start using Mcptoon today to drastically reduce your token costs in MCP tool discovery.
Key Takeaways
- Install mcptoon to save on token usage immediately.
- Use TOON format for efficient tool discovery and results.
- Configure mcptoon for any AI agent that runs shell commands.
- Leverage mcptoon's zero-dependency design for lightweight integration.
How It Works
Mcptoon replaces traditional JSON output with TOON, which uses a more compact syntax. For example, it eliminates unnecessary characters like braces and quotes, allowing for significant reductions in token usage.
This means that instead of returning verbose JSON structures, mcptoon outputs a simplified format that retains all necessary information while consuming far fewer tokens.