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Discover
OpenAPIRead your data11 tools
MLflow on Databricks (BYOK)
Read the MLflow experiments, runs, metric history, artifacts and model registry of your AWS Databricks workspace with your own personal access token
Unify Dynamics LLC
Tools11read-only
Sign-inBYOKbring your own key
Key keptNeverused for one call only
PriceFreeoptional Pro limits
ProviderMLflow on Databricksunofficial, not affiliated
Works withMCP · RESTany agent
Try asking
Real questions, and the tools your agent calls to answer them.
Which MLflow experiments does my Databricks workspace have?
Tools called
search_experimentsWhat is MLflow experiment 1234567890 in my workspace?
Tools called
get_experimentFind the MLflow experiment called /Shared/churn-model
Tools called
get_experiment_by_nameWhich runs in experiment 1234567890 have rmse below 1?
Tools called
search_runsWhat were the metrics and parameters of MLflow run abc?
Tools called
get_runShow the loss curve of MLflow run abc
Tools called
get_metric_historyAbout
MLflow on Databricks (BYOK) lets an AI assistant read your own MLflow on Databricks data through the MLflow on Databricks API with a key you supply (Databricks personal access token). Read-only: 11 tools (search_experiments, get_experiment, get_experiment_by_name, search_runs, get_run, get_metric_history, list_run_artifacts, search_registered_models, get_registered_model, search_model_versions, get_model_version). The BYOK key travels with each request, is used for that one call only and is never stored, logged or cached; it is only ever sent to *.cloud.databricks.com. Unofficial connector by Unify Dynamics LLC: not affiliated with, endorsed by or sponsored by MLflow on Databricks. MLflow on Databricks and its logos are trademarks of their owners and are used only to say which service the connector works with.
Sources: Live from the MLflow on Databricks API (*.cloud.databricks.com) with a BYOK key; documentation: https://docs.databricks.com/api/workspace/experiments. Endpoints checked against that documentation on 2026-10-16.
Privacy
The publisher, Unify Dynamics LLC, states that tool inputs are processed in memory and not retained.
Data not collectedNo account, no profile, no stored prompts or results.
What it can do
11 tools, grouped by job. Every one is read-only or compute-only.
- Search experimentsSearch MLflow experiments of the workspace by name or tag filter, with lifecycle stage, location and update time (Unix milliseconds).
- Get experimentGet one MLflow experiment by id: name, artifact location, lifecycle stage, tags and times.
- Get experiment by nameFind one MLflow experiment by its exact name (on Databricks this is the workspace path such as /Users/me@example.com/churn).
- Search runsSearch the runs of one experiment, optionally with a filter on metrics, params or tags, newest first, with their metrics and params.
- Get runGet one MLflow run: status, start and end time (Unix milliseconds), latest metrics, params and tags.
- Get metric historyList all logged values of one metric of a run with step and timestamp, for example a training loss curve.
- List run artifactsList the artifact files and folders of a run (one directory level) with path, size and whether it is a directory.
- Search registered modelsSearch the workspace model registry (legacy, non Unity Catalog) by name, with latest versions and update time.
- Get registered modelGet one registered model of the workspace registry: description, tags, latest versions and times.
- Search model versionsSearch model versions of the workspace registry with a filter such as name='churn-model', with stage, status and source run.
- Get model versionGet one version of a registered model: stage, status, source run, description, tags and times.
Information
PublisherUnify Dynamics LLC
CategoryDeveloper tools
LanguagesEnglish
Built forWorldwide
CompatibilityAny MCP client · any agent · REST
Version0.1.0
MCP endpoint
https://byok-mlflow-databricks.connectorbay.com/mcpREST APIopenapi.json
CountryWorldwide
FunctionOther
LayerDeep connectors
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