1. Conduid
  2. RAG
  3. Ratel
MCP server · RAG

Ratel

· github.com/ratel-ai/ratel

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

Unclaimed accuracyagentsclaude-skillscontextharnessllmllm-routingmcpmcp-servermemoryoptimizationragskillstoken-optimizationtool-callingtool-selection
InstallView source
52Fair

Scored 3 months ago · breakdown

About Ratel

Ratel is an MCP server in the RAG category: context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 retrieval. No vector DB. No embeddings.

Install

From source
git clone https://github.com/ratel-ai/ratel

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Ask AI

✦

Ask AI about Ratel

Powered by Claude · Grounded in docs

I know everything about Ratel. Ask me about installation, configuration, usage, or troubleshooting.

Security checks

6 checks have not been run yet.

Questions

About Ratel

How do I install Ratel?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Ratel safe to use with an AI agent?

Its trust score is 52 out of 100 (fair). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Ratel still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.