DVC

DVC MCP Connector for Claude

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Manage ML experiments via DVC — track projects and views, audit experiments history, and monitor model runs directly from any AI agent.

6 tools Official Updated Jun 28, 2026 Official Vinkius Partner

Connect your DVC Studio account to any AI agent and take full control of your machine learning experiments and data versioning workflows through natural conversation.

What you can do

  • Project Orchestration — Expose registered organization workspaces and validate available physical repositories connected within DVC Studio limits
  • Experiment Navigation — Iterate through explicitly generated model runs mapping precise metric arrays and discovering logged metrics history cleanly
  • View Management — Extract explicit UI configuration layouts and dashboard settings to retrieve structural workspace representations natively
  • Repository Auditing — Analyze specific identifier boundaries resolving internal team mappings and parsing direct repository metadata constraints
  • Metric Inspection — Retrieve complex structural arrays defining precisely which metrics were captured during specific experiment epochs
  • Identity Oversight — Identify the exact authorized token holder exposing mapping roles and organization scopes dynamically to verify permissions

How it works

  1. Subscribe to this server
  2. Enter your DVC Studio Client Access Token (found in DVC Studio Profile Settings > Tokens)
  3. Start managing your ML experiments from Claude, Cursor, or any MCP-compatible client

Who is this for?

  • Data Scientists — monitor model experiments and track metrics without leaving the development environment
  • ML Engineers — verify project repository connections and audit model run histories using natural language
  • Team Leads — monitor organization workspaces and experiment progress through natural conversation
  • DevOps Engineers — test and debug DVC Studio integrations and verify access token permissions in real-time
machine-learningversion-controlexperiment-trackingdata-pipelinesmodel-managementgit-workflow

6 tools expose this connector's capabilities to your AI agent.

list_views

List views

get_view

Get view

get_user

Get user profile

list_projects

List projects

get_project

Get project

list_experiments

List experiments

See how to talk to your AI agent using DVC.

List all projects in my DVC Studio account

I found 3 projects: 'Credit-Scoring-Model', 'Image-Classification-V2', and 'NLP-Pipeline'. Which one would you like to explore for experiments?

Show me the last 5 experiments for project 'Credit-Scoring-Model'

Retrieving experiments... I found 5 recent runs. The best one achieved an accuracy of 0.94 (ID: exp-a1b2). The most recent run finished 10 minutes ago with an accuracy of 0.92 (ID: exp-c3d4).

What are my dashboard views in DVC?

Retrieving views... You have 2 active dashboard layouts: 'Main-Metrics-Grid' and 'Validation-Plots'. Would you like the detailed settings for either of them?

Yes. Use the 'list_experiments' tool. Provide the project ID, and the agent will iterate through the model runs, returning a detailed history of metrics and execution logs for that project.

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