A
licenseNot graded
qualityA
maintenanceProvides persistent long-term memory (semantic RAG) for AI coding assistants, enabling them to store and semantically search code and documentation across chat sessions without token limits.
5
MIT
LightRAG Code Brain MCP
by Filmystar
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TDQS
B3.1/5.0
Scored across 23 tools
Disambiguation4/5
Most tools have distinct purposes, especially within groups. However, brain_search, rag_ask, and profile_search all involve searching different stores, which could cause confusion if descriptions are not carefully read.
Naming Consistency4/5
Tools follow a consistent verb_noun pattern with lowercase underscores, except 'senior_brief' which lacks a verb prefix. The pattern is clear within each prefix group (brain_, profile_, rag_).
Tool Count4/5
23 tools is slightly on the higher side but still reasonable for a comprehensive memory and knowledge server. Each tool serves a specific function, and the count is not excessive.
Completeness3/5
The tool set covers core workflow, memory, profile, and RAG operations, but lacks delete/update tools for memories and profiles, and document-level deletion. Minor gaps exist but most use cases are addressed.
Maintenance
ActivityInactive
ResponsivenessNo issues