codenav
Navigate unfamiliar code through memory, topology, semantic search, and exact symbol references.
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- Updated Jun 16, 2026
Navigate unfamiliar code through memory, topology, semantic search, and exact symbol references.
Use codenav to orient an AI coding agent before it edits an unfamiliar repository. Its doctrine chains Qdrant for cross-session memory, Graphify for architecture, Beacon for meaning-based file discovery, and Serena for live symbol locations and references, with scripts for impact analysis and index upkeep. It is not another MCP server; the underlying tools must already be available, and Beacon's semantic step needs an embedding backend.
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Diagnose and repair Claude Desktop third-party model configuration gaps
Turn an existing website into a deployable conversational agentfront.
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Public GitHub facts last synced Jul 10, 2026.
Turn a repository's structure into an editable, interactive architecture map.
Install coding guidance distilled from s4.codes videos as a Claude skill.