Ratel
MCP Developer ToolsA context‑engineering layer that selectively discloses only the AI tools and skills needed per turn, reducing token costs and improving accuracy without requiring a vector DB.
Features
- Progressively disclose relevant tools and skills to each agent turn
- Cuts token usage and restores model accuracy lost to tool overload
- No vector database required; uses BM25 indexing by default
- Supports both local execution and OpenAI‑compatible embedding backends
Recent releases
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About
Stars
219
Forks
9
Languages
Rust
Python
TypeScript
Downloads/week
56
↓68%
NPM Maintainers
1
Contributors
10
TypeScript
Types included ✓
Install & Platforms
Install via
npm
pip
