pycodekg
OfficialBuild a trustworthy code knowledge graph.
Software Engineering#sqlite#mcp server#lancedb#pycodekg#code knowledge graph#structural code search#dependency and call tracing
AuthorFlux-Frontiers
Version1.0.0
Installs0
System Documentation
What problem does it solve?
PyCodeKG eliminates the guesswork of navigating large Python codebases by turning source code into a deterministic, queryable hybrid knowledge graph.
Core Features & Use Cases
- Codebase indexing into a hybrid graph: Builds a structure-first SQLite knowledge graph plus a LanceDB vector index so semantic search is grounded in real code relationships.
- MCP tools for structural code understanding: Exposes tools to explore the graph, retrieve relevant implementation snippets, explain nodes, and rank structurally important components.
- Use cases: Find where features are implemented, trace call paths and dependencies, generate architecture/health analyses, and snapshot codebase evolution across commits.
Quick Start
Use the pycodekg skill to explain and configure PyCodeKG for your Python repo, then run a full graph build so your agent can query and pack grounded code snippets.
Dependency Matrix
Required Modules
None requiredComponents
referencesassets
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: pycodekg Download link: https://github.com/Flux-Frontiers/doc_kg/archive/main.zip#pycodekg Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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