ratel MCP Server
ratel-ai/ratel
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.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
ratel-ai/ratel is a Rust tool licensed under MIT. 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.
Ranked #1960 out of 24840 indexed tools.
In the top 8% of all indexed tools.
Has 10 contributors.
Actively maintained with commits in the last week.
Ecosystem
Score Breakdown
450 stars → growing community
Last commit today → actively maintained
14/29 issues closed → many open issues
10 contributors → active community
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
Matched Queries
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