optuna-mcp

The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.

→ optuna/optuna-mcp · listed on github_topic

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/optuna-optuna-mcp-0hdqng)](https://m8ven.ai/mcp/optuna-optuna-mcp-0hdqng)

commit: 719b3730948e827459186b80663a28fd7bca89a1

code hash: 360807d46c158f7514c56eb65596a8494a7c1a03e8019b5ff1f97ca7b754544e

verified: 6/15/2026, 1:32:20 PM

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