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rag_tools MCP Server

fiestaxxl/rag_tools

Score: 55.1 Rank #1374 Search & RAG
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A RAG-based tool retrieval system for MCP (Model Context Protocol) servers. This module enables intelligent, semantic search over MCP tools for AI agents.

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Overview

fiestaxxl/rag_tools is a Python MCP server licensed under MIT. A RAG-based tool retrieval system for MCP (Model Context Protocol) servers. This module enables intelligent, semantic search over MCP tools for AI agents.

Ranked #1374 out of 27553 indexed tools.

In the top 5% of all indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Detailed
License MIT

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

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

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AgentRank score for fiestaxxl/rag_tools
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Matched Queries

"model context protocol""model-context-protocol"

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