Skip to content

Conversation

@aj-geddes
Copy link

Summary

  • Adds TOON (Token-Optimized Object Notation) - a token reduction MCP server
  • Reduces JSON token consumption by 40-60%
  • Fully reversible compression with zero data loss

Server Details

Tools Provided (6 tools)

  • convert_to_toon: Convert JSON to TOON format
  • convert_to_json: Convert TOON back to JSON
  • analyze_patterns: Detect compression patterns
  • get_compression_strategy: Get optimal compression settings
  • calculate_savings: Estimate token savings
  • batch_convert: Process multiple objects efficiently

Use Cases

  • Reduce API costs with large JSON payloads
  • Maximize context window utilization
  • Optimize AI-assisted data processing

Testing

  • Dockerfile builds successfully
  • Server supports stdio transport
  • Tools discoverable without configuration
  • Non-root user in Dockerfile

Checklist

  • License is MIT
  • Dockerfile present and functional
  • server.yaml follows schema
  • tools.json accurate
  • readme.md comprehensive

🤖 Generated with Claude Code

Adds TOON (Token-Optimized Object Notation) - a token reduction server that
compresses JSON data by 40-60% while maintaining full reversibility.

Features:
- Intelligent key abbreviations
- Schema-based compression for arrays
- Pattern detection and optimization
- Batch processing support
- Zero configuration required

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
@aj-geddes aj-geddes requested a review from a team as a code owner December 4, 2025 11:53
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant