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67
/100
C ◉ Complete 54

RAG MCP Server

Enables Claude to perform retrieval-augmented generation using LangChain, ChromaDB, and HuggingFace models for domain-aware reasoning with PDF embedding, smart retrieval, reranking, and citation-based responses.

AI & Machine Learning by NSANTRA ★ 1 Last commit: 5 months, 2 weeks ago
Anthropic ChromaDB Hugging Face LangChain
Complete visibility — 5/4 applicable dimensions scored
✓ Schema Quality ✓ Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
70
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
40
25% weight
Security Hygiene
95
33% weight
Schema Interpretability
97
15% weight
30-Day Trend

Score History

Category Trends

Static Analysis

Metric Score Rating
Schema Completeness 60 Fair
Description Quality 85 Good
Documentation Coverage 35 Poor
Maintenance Pulse 35 Poor
Dependency Health 30 Poor
License Clarity 100 Good
Version Hygiene Poor
Analyzed 1 month ago
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