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ratel MCP Server

ratel-ai/ratel

Score: 79.7 Rank #1960 Search & RAG
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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.

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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

Rust MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 450

450 stars → growing community

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 48%

14/29 issues closed → many open issues

Contributors 10% 10

10 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 25
Description Detailed
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Issue Health high impact

You have 15 open vs 14 closed issues — triaging stale issues improves health

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for ratel-ai/ratel
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Matched Queries

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