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MCP server · Agents

Calibrated Copilot

by · github.com/ryonzhang/calibrated-copilot

Calibrated Copilot — a Gemini 3 financial agent that gives calibrated, risk-adjusted answers instead of confident guesses. Built with Google Agent Builder + MongoDB MCP. Quantifies its own confidence, sizes risk (fractional Kelly), surfaces hidden risk concentration, and abstains when the data isn't there.

Unclaimed ai-agentcalibrationfintechgeminigoogle-agent-builderhackathonmcpmongodbquantrisk-management
InstallView source
34Low

Scored a month ago · breakdown

About Calibrated Copilot

Calibrated Copilot is an MCP server published by ryonzhang in the Agents category: calibrated Copilot — a Gemini 3 financial agent that gives calibrated, risk-adjusted answers instead of confident guesses. Built with Google Agent Builder + MongoDB MCP. Quantifies its own confidence, sizes risk (fractional Kelly), surfaces hidden risk concentration, and abstains when the data isn't there.

The repository has 1 stars and 0 forks.

Install

From source
git clone https://github.com/ryonzhang/calibrated-copilot

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Questions

About Calibrated Copilot

How do I install Calibrated Copilot?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Calibrated Copilot safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Calibrated Copilot still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.