extract_landscape
Read-only
Analyze competitive landscapes by querying 6 sources including YC startups, GitHub, and Product Hunt to identify who's building similar projects, funding status, and traction.
Instructions
Composite intelligence tool. Given a project idea or keyword, simultaneously queries YC startups, GitHub repos, HN, Reddit, Product Hunt, and package registries to answer: Who is building this? Is it funded? What's getting traction? Returns a unified 6-source timestamped landscape report.
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| topic | Yes | Your project idea or keyword e.g. 'mcp server' or 'cashflow prediction' | |
| max_length | No |
Implementation Reference
- src/server.ts:178-204 (handler)The handler function for 'extract_landscape' tool, which aggregates data from YC, GitHub, Hacker News, and package registries.
async ({ topic, max_length }) => { const perSection = Math.floor((max_length ?? 8000) / 4); const [ycResult, repoResult, hnResult, pkgResult] = await Promise.allSettled([ ycAdapter({ url: `https://www.ycombinator.com/companies?query=${encodeURIComponent(topic)}`, maxLength: perSection }), repoSearchAdapter({ url: topic, maxLength: perSection }), hackerNewsAdapter({ url: `https://hn.algolia.com/api/v1/search?query=${encodeURIComponent(topic)}&tags=story&hitsPerPage=15`, maxLength: perSection }), packageTrendsAdapter({ url: topic, maxLength: perSection }), ]); const section = (label: string, result: PromiseSettledResult<{ raw: string; content_date: string | null; freshness_confidence: string }>) => result.status === "fulfilled" ? `## ${label}\n${result.value.raw}` : `## ${label}\n[Error: ${(result as PromiseRejectedResult).reason}]`; const combined = [ `# Landscape Report: "${topic}"`, `Generated: ${new Date().toISOString()}`, "", section("🚀 YC Startups in this space", ycResult), section("📦 Top GitHub repos", repoResult), section("💬 HN sentiment (last month)", hnResult), section("📊 Package ecosystem", pkgResult), ].join("\n\n"); return { content: [{ type: "text", text: combined }] }; } - src/server.ts:172-175 (schema)Input schema definition for the 'extract_landscape' tool.
inputSchema: z.object({ topic: z.string().describe("Your project idea or keyword e.g. 'mcp server' or 'cashflow prediction'"), max_length: z.number().optional().default(10000), }), - src/server.ts:167-177 (registration)Registration of the 'extract_landscape' tool in src/server.ts.
server.registerTool( "extract_landscape", { description: "Composite intelligence tool. Given a project idea or keyword, simultaneously queries YC startups, GitHub repos, HN, Reddit, Product Hunt, and package registries to answer: Who is building this? Is it funded? What's getting traction? Returns a unified 6-source timestamped landscape report.", inputSchema: z.object({ topic: z.string().describe("Your project idea or keyword e.g. 'mcp server' or 'cashflow prediction'"), max_length: z.number().optional().default(10000), }), annotations: { readOnlyHint: true, openWorldHint: true }, },