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.

→ ratel-ai/ratel · listed on github_topic

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github_topic

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configRATEL_BIN

configRATEL_TELEMETRY

configRATEL_TELEMETRY_DIR

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 2 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/ratel-ai-ratel-1xlq26)](https://m8ven.ai/mcp/ratel-ai-ratel-1xlq26)

commit: 4b53c4f16e2672679283c43351e960747ceb6f69

code hash: a9e8e66ffaf4e6be2410b15bac0c0568c9cd714b86bfa6768f264da67da487c2

verified: 6/30/2026, 9:51:09 AM

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