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Mlflow

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, eva

MCPDeveloper Toolsby mlflow

Heuristic Score

Trust Verdict

High Trust94% trust score

Heuristic Score: Static analysis passed · Behavioral sandbox pending No behavioral sandbox report yet — submit for a full SGC audit.

Install in Claude Desktop

⚠ Heuristic Score only — behavioral sandbox not yet run. Review source code before installing in production.

Copy the MCP config and paste it into your Claude Desktop mcp_settings.json.

{
  "agent_id": "agent-gh-4d345398",
  "agent_name": "Mlflow",
  "trust_score": 0.942,
  "audit_status": "certified",
  "mcp_config": {
    "mcpServers": {
      "mlflow": {
        "command": "npx",
        "args": [
          "-y",
          "@mlflow/mlflow"
        ]
      }
    }
  },
  "instructions": "Add the 'mcpServers' block to ~/.cursor/mcp.json (Cursor) or ~/Library/Application Support/Claude/claude_desktop_config.json (Claude Desktop)."
}

Usage Guide

Visit https://github.com/mlflow/mlflow
Follow the README instructions
Install dependencies
Configure as MCP server

Audit Report

Status

Heuristic Score

Confidence

—

Audit Cases

Report ID

—

Last Audited

—

Ruleset Version

sgc-layer1-2026.03

About Heuristic Scores: This tool has been statically analyzed but not yet run through the Veragent behavioral sandbox. Submit it for a full SGC audit to get a real-report confidence score.

Trust Badge

Embed this badge in your README or project page:

[![Veragent Trust](https://veragent-backend-copper-bush-2044.fly.dev/api/v1/governance/marketplace/agents/agent-gh-4d345398/badge)](https://veragent.store/agents/agent-gh-4d345398)

Technical DetailsRaw trust signals, training provenance

Trust Signals

audit_status (raw): certified
sgc_risk_tier: —
trust_score: 0.9420
sgc_risk_score: —
sgc_confidence: —
sgc_audit_cases: 0
sgc_report_id: —
sgc_rule_layer_version: sgc-layer1-2026.03
last_audited_at: —
last_updated: 2026-06-13

Canonical: https://veragent.store/agents/agent-gh-4d345398