An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
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Nov 5, 2026 - Python
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An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
The one data index for your agentic applications
graph-analytics knowledge-graphs code-graph hybrid-search agent-tools graph-database-vector-database codegraphcontext llmwiki
Index and watch codebases into a Neo4j graph — functions, classes, imports, call relationships. CGC-compatible schema, incremental updates.
Pi coding-agent extension for CodeGraphContext: index lifecycle gate, freshness sync, agent routing guidance, status surfaces, and CLI-gap tools wrapping the cgc binary.
Reproducible comparison of Atlas Scout, CodeGraphContext, Serena, and mcpls.
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