# ratel-ai/ratel

<https://repo.masters-masters.com/en/repos/ratel-ai/ratel>

[Home](https://repo.masters-masters.com/en) › [ratel-ai](https://repo.masters-masters.com/en/owners/ratel-ai) › [ratel](https://repo.masters-masters.com/en/repos/ratel-ai/ratel)

ratel-ai/ratel has 549 stars on GitHub. Its RepoMasters card: Alpha tier. Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and…

| Field | Value |
| --- | --- |
| Owner | [ratel-ai](https://repo.masters-masters.com/en/owners/ratel-ai) |
| Stars | 549 |
| Forks | 32 |
| Language | [Rust](https://repo.masters-masters.com/en/languages/rust) |
| License | MIT |
| Created | 2025 |
| Topics | accuracy, agents, claude-skills, context, harness, llm, llm-routing, mcp, mcp-server, memory |
| Tier | [Alpha (250 to 699 ★)](https://repo.masters-masters.com/en/ranks/b_movie) |
| View on GitHub | [ratel-ai/ratel](https://github.com/ratel-ai/ratel) |

## Repository

Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

The tier for repos with 250 to 699 ★. Published odds per card pulled: 20%. Rarity: Uncommon.

## Nearby in Rust

- [Linus-Mussmaecher/rucola · ★ 549 · Rust · Alpha](https://repo.masters-masters.com/en/repos/Linus-Mussmaecher/rucola)
- [Stanford-Trinity/ARTEMIS · ★ 549 · Rust · Alpha](https://repo.masters-masters.com/en/repos/Stanford-Trinity/ARTEMIS)
- [pixtuoid/pixtuoid · ★ 549 · Rust · Alpha](https://repo.masters-masters.com/en/repos/pixtuoid/pixtuoid)

---
Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.