The agent returns structurally-aware answers about the codebase by querying the Knowledge Graph, providing deeper insights than simple text search.
The agent formulates a question about the codebase structure or relationships. It uses the query_context tool on the aictrl MCP server to search the Knowledge Graph. The server returns answers based on the extracted entities and relationships. The user should check if the answer addresses the specific structural aspect of the code they are interested in.
- Category: Software development
- Effect: Read-only
- MCP servers: aictrl MCP (https://koskamo.com/explore/aictrl-mcp)
- Source: Getting Started — aictrl.dev Documentation (https://aictrl.dev/docs)
- Source quote: "The agent uses query_context to query the Knowledge Graph and returns structurally-aware answers, not just text search results."
- Playbook page: https://koskamo.com/explore/use-cases/query-codebase-knowledge-graph
Prompt: How is the authentication service structured and what are its dependencies?