MCP server intelligence profile

Optuna MCP Server

A Model Context Protocol server that enables automated optimization and analysis using Optuna, allowing LLMs to perform hyperparameter optimization and interactively analyze optimization results via chat interfaces

Local OnlyOfficial distributionoptuna

1Distribution channel

PendingTool inventory

0Linked remote endpoints

AvailableVersion intelligence

Install and connect

Installation and connection instructions are shown only when supported by retained package, repository, or endpoint evidence.

Install optuna-mcp from PyPI

Version 0.2.0 declares 1 executable entrypoint.

python -m pip install 'optuna-mcp==0.2.0'

uvx --from 'optuna-mcp==0.2.0' optuna-mcp

MCP client configuration example

{
  "mcpServers": {
    "optuna-mcp": {
      "command": "uvx",
      "args": [
        "--from",
        "optuna-mcp==0.2.0",
        "optuna-mcp"
      ]
    }
  }
}

Build from source

Clone the canonical public repository, then follow its version-specific setup documentation.

git clone https://github.com/optuna/optuna-mcp

Identity

Canonical slug	`optuna-mcp-server-cbc82944`	Deployment	Local Only
Canonical package	pypi:optuna-mcp	Repository	https://github.com/optuna/optuna-mcp
First published	Nov 10, 2025	Latest release	Nov 10, 2025
Last security verification	—	Classification confidence	90%
Publication	Published	Official distribution	Yes

Distributions

Channel	Identifier	Current version	Versions	Source
pypi	optuna-mcp	`0.2.0`	1	Repository

Current release

Package	Version	Published / observed	Inventory	Security scan
pypioptuna-mcp	`0.2.0`Current	Nov 10, 2025	—	Not scanned

Enterprise protection

Continuously monitor this MCP for security risk

Independently scan the exact version your agents use, receive alerts when its risk changes, and investigate every finding with retained version evidence.

Independent exact-version security scans
Continuous release and vulnerability monitoring
Risk-change alerts with capability context
Historical evidence and API exports

Custom pricingContact salesTailored to your organization, integrations, data needs, and support requirements.

Current version evidence

Provenance	artifact_hash_verified	Signature	—
MCP SDK	python_mcp_source_evidence	Artifact SHA-256	`d194523c833a8ec4881213968b214205d6ddabaa023d4781f1e9bdffbde1dbdd`
Scanner	—	Scan completed	—
Security rating	41 / 100	Methodology	version-rating-1.0

Executable entrypoints

[
  "optuna-mcp"
]

Rating reasons

[
  "security_policy_not_observed"
]

Best available protocol inventory

Tool inventory is pending. This does not mean the MCP exposes zero tools. Tools, resources, templates, and prompts appear here after the current version completes independent protocol inventory.

Remote endpoints

Endpoint	Transport	Authentication	Health	Observed
No verified remote endpoint is linked.

Optuna MCP Server questions

How do I install Optuna MCP Server?

Install the selected package version with: python -m pip install 'optuna-mcp==0.2.0'

What tools does Optuna MCP Server provide?

A current independently observed tool inventory is not available yet. This does not mean Optuna MCP Server exposes zero tools.

Is Optuna MCP Server secure?

The selected current version does not yet have completed public verification. Unknown does not mean clean or vulnerable.

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