LeanKG
★ 193
vs
samyama-graph
★ 63
LeanKG vs samyama-graph
LeanKG: LeanKG is a local-first knowledge graph that provides accurate codebase context to AI coding tools. It indexes code, builds dependency graphs, and exposes an MCP server for direct querying. No cloud services or external databases are required.; samyama-graph: Samyama is a graph-vector database written in Rust. It supports OpenCypher queries, Redis protocol, vector search, and graph algorithms. It can handle billions of edges on a single machine.
01
TL;DR
Choose LeanKG if…AI-assisted code impact analysis before changes
Choose samyama-graph if…Biomedical knowledge graphs (PubMed, ClinicalTrials.gov, etc.)
02
Side-by-Side Comparison
03
Features
LeanKG01Auto-init and setup for multiple AI tools
02Token-efficient queries (13-42 tokens vs 10,000+)
03Blast radius (impact analysis) and dependency graph
04MCP server integration with session hooks
05Multi-language support (Go, TypeScript, Python, Rust, Java, Kotlin, Android)
samyama-graph01OpenCypher queries
02Redis protocol
03Vector search (HNSW)
04Graph algorithms (PageRank, BFS, etc.)
05Natural language queries (NLQ)
04
Use Cases
LeanKG↳AI-assisted code impact analysis before changes
↳Providing context to AI coding tools during development
↳Visualizing code dependencies and module relationships
samyama-graph↳Biomedical knowledge graphs (PubMed, ClinicalTrials.gov, etc.)
↳Multi-hop graph traversals
↳Cross-knowledge graph aggregation
05
Best For
LeanKGTrendingData ProcessingDev Tooling
samyama-graphTrendingRAG / Knowledge BaseData Processing
FAQ
FAQ
What is the difference between LeanKG and samyama-graph?
Both LeanKG and samyama-graph are in the Dev Tooling category. LeanKG has 193 stars, while samyama-graph has 63 stars.
Which is better, LeanKG or samyama-graph?
The best choice depends on your use case. Choose LeanKG if AI-assisted code impact analysis before changes, and samyama-graph if Biomedical knowledge graphs (PubMed, ClinicalTrials.gov, etc.).
Is LeanKG free or open source?
Yes, LeanKG is open source on GitHub (MIT).
Is samyama-graph free or open source?
Yes, samyama-graph is open source on GitHub (Apache-2.0).
→