mcpindex.ai
← Index

io.github.us-all/mlflow

io.github.us-all/mlflow·v1.12.7·Other

MLflow MCP — experiments, runs, registered models, versions, traces, assessments (MLflow 3)

Trust verdict · v1 advisory · method
NOT YET SCREENEDno verdict on file

Verdict not yet evaluated for this tool. The semantic screen takes adversarial cases first; coverage rolls out as the corpus expands (15/150 labels to graduation). The deterministic conformance probe is built but has not yet run on the public corpus, so a recorded verdict here is REVIEW or UNVERIFIED, never a clearing ALLOW. Until a verdict is recorded, an agent should treat this tool as not-yet-cleared and fall back to its own checks. Method: the eval, four-state verdict, honest limits.

Own this server? Screen its description →

Environment variables
MLFLOW_TRACKING_URI
required

MLflow tracking server URI (e.g. http://localhost:5050, https://mlflow.example.com).

MLFLOW_TRACKING_TOKEN
secret

Bearer token for authenticated MLflow servers (e.g. Databricks).

MLFLOW_TRACKING_USERNAME

Basic-auth username (alternative to token).

MLFLOW_TRACKING_PASSWORD
secret

Basic-auth password (alternative to token).

MLFLOW_EXPERIMENT_ID

Default experiment ID for run-creation tools.

MLFLOW_TOOLS

Comma-separated category allowlist. Default: all categories enabled.

MLFLOW_DISABLE

Comma-separated category disablelist.

MLFLOW_ALLOW_WRITE

Set to 'true' to enable write/destructive tools. Default read-only.

MCP quality score · maturity, not trust · methodology
freshness
25
completeness
10
installability
25
documentation
15
stability
10
Alternatives in Other
agency.lona/trading
agency.lona/trading

AI-powered trading strategy development: backtesting, market data, and portfolio analysis

ABMeter
ai.abmeter/abmeter

Feature flagging and A/B testing platform with AI-first experimentation workflows.

AdAdvisor MCP Server
ai.adadvisor/mcp-server

Query Meta Ads performance data — accounts, campaigns, ad sets, ads, metrics & settings.