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retrieve-codebase-insights

Extract actionable insights from code repositories using the 'retrieve-codebase-insights' tool. Analyze syntax, dependencies, and AI-assisted workflows for improved development efficiency.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
insightTypesNo
limitNo
relatedFileNo
repositoryUrlYes
tagsNo

Implementation Reference

  • Registration of the 'retrieve-codebase-insights' MCP tool, including Zod input schema and inline async handler that fetches codebase insights via retrieveMemories and returns them as JSON.
    server.tool( "retrieve-codebase-insights", { repositoryUrl: z.string(), insightTypes: z.array(z.string()).optional(), tags: z.array(z.string()).optional(), relatedFile: z.string().optional(), limit: z.number().optional() }, async ({ repositoryUrl, insightTypes, tags, relatedFile, limit }) => { try { const memories = await retrieveMemories({ repositoryUrl, insightTypes, tags, relatedFile, limit: limit || 10 }); return { content: [{ type: "text", text: JSON.stringify(memories, null, 2) }] }; } catch (error) { return { content: [{ type: "text", text: `Error retrieving insights: ${(error as Error).message}` }], isError: true }; } } );

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