>_Skillful
Need help with advanced AI agent engineering?Contact FirmAdapt
Ratel

Ratel

Organization

@ratel-ai

The Context Engineering platform.

ratel.sh On GitHub since November 2025

5

Published Tools

535

Total Stars

681

Weekly Downloads

33

GitHub Followers

6

Public Repos

Published Tools

3 MCP Servers1 Skill1 Agentacross 4 categories

Agentified

Python SDK for Ratel — context engineering platform for AI agents. BM25 tool retrieval, MCP ingestion, framework-neutral gateway tools.

...more
MCP Serverai
5353 dirs

Decision-model rankers (Jev, OpenAI Decisions) as retrieve/rerank plugins for the Ratel Python SDK.

Agentai-agents
1 dir

GitHub Actions

TypeScript SDK for Ratel — context engineering platform for AI agents. BM25 tool retrieval, MCP ingestion, framework-neutral capability tools.

...more
MCP ServerRAG
681/wk1 dir

Vercel AI SDK adapter for Ratel — adapts the context-engineering core to the AI SDK's (ai@5-7) tool and message shapes, with per-turn recall helpers.

...more
SkillAI Framework
1 dir

TypeScript SDK for Ratel — context engineering platform for AI agents. BM25 tool retrieval, MCP ingestion, framework-neutral capability tools.

...more
MCP ServerRAG
1 dir