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Products that do what Coincil does

Structured financial decision intelligence.

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LangAlpha – what if Claude Code was built for Wall Street?▲148
Some technical context on what we ran into building this. MCP tools don't really work for financial data at scale. One tool call for five years of daily prices dumps tens of thousands of tokens into the context window. And data vendors pack dozens of tools into a single MCP server, schemas alone can eat 50k+ tokens before the agent does anything useful. So we auto-generate typed Python modules from the MCP schemas at workspace init and upload them into the sandbox. The agent just imports them like a normal library. Only a one-line summary per server stays in the prompt. We have around 80…
Apr 2026 · github.com
13
Coin Assistant▲139
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Finalle.ai▲93
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Coinbasic, Halal, TOP 20 Bundles by CoinBundle▲90
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Finlingo▲77
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