| Summary | Agent-ready financial intelligence for AI agents. Curated tools (getstocksnapshot, getcompanymetrics, comparecompanies) that fan out to multiple financial data sources, derive human-readable signals (UNDERVALUED, STRONG, ACCELERATING), and pre-compute CAGRs, margin trends, and DCF upside. One call, one flat JSON response — no cross-endpoint stitching. Available on npm (toolstem-mcp-server), the Official MCP Registry, and the Apify Store. | 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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