Octocode

Semantic code search and knowledge-graph MCP server that gives AI agents structural codebase intelligence

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Octocode transforms a codebase into a navigable knowledge graph with semantic search and structural intelligence, exposed through an MCP server so AI assistants like Claude understand code structure and relationships instead of relying on flat text search.

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Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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