| Summary | Competitive intelligence API for autonomous AI agents. Analyzes any URL or company description and returns structured JSON with market positioning, competitors, pain points, and executable Market Score (threatlevel, moatstrength, agentrecommendation). 10 context modes including regulatorycompliance, venturescreening, cryptoprotocol, and salesenablement. Pay-per-call via x402 on Base and Solana mainnet — no accounts, no API keys. | LLM-agent-native backtest framework for SHFE daily futures research. 23 MCP tools (strategy validation, scaffolding, indicator catalog, error-code lookup), 22 in-package skills, 32 catalogued error codes, working strategy templates. pip install echolon then claude mcp add -s user echolon -- echolon-mcp. |
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