Competitive intelligence for autonomous AI agents. Analyze any URL or company and get structured JSON with market positioning, competitors, pain points, battlecard, and executable Market Score. 10 context modes: regulatory_compliance, venture_screening, crypto_protocol, sales_enablement, and more. Pay-per-call via x402 on Base and Solana.
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Scored across 2 tools
The two tools have clearly distinct purposes: one for analyzing a single competitor and one for batch analyzing up to 10 competitors. There is no overlap or ambiguity.
Both tool names follow a predictable pattern with 'analyze' as the core verb, and the modifier 'batch_' clearly indicates the batch variant. The naming is consistent and intuitive.
With only two tools, the server is minimal. While it covers the core functionality (single and batch analysis), it is thin for a general-purpose competitor analysis server. A few more tools (e.g., retrieval of past results) would improve scope.
The server only offers analysis operations with no tools for retrieving historical analyses, managing competitors, or any lifecycle support. An agent performing repetitive analysis would face dead ends without persistence or list capabilities.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
analyze_competitorbatch_analyze
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