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Products that do what Clarenza.ai - Closed Beta Program does
Accelerating decision velocity for private capital markets.
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AI predicting funding rounds based on startup or VC website
2023
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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
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Share your LinkedIn. Receive a decision + reasoning in 24h.
Dec 2025
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