Weights & Biases MCP Server
Track experiments, monitor ML runs, and manage artifacts on WandB — the developer platform for AI.
Vinkius AI Gateway supports streamable HTTP and SSE.
Works with every AI agent you already use
…and any MCP-compatible client
Weights & Biases MCP Server: see your AI Agent in action
Built-in capabilities (6)
get_run_details
Retrieves full details for a specific W&B run, including summary metrics and config
list_project_artifacts
Lists all artifacts (datasets, models, etc.) in a project
list_project_reports
Lists all saved analysis reports in a project
list_project_runs
Lists all experiment runs within a specific W&B project
list_project_sweeps
Lists hyperparameter search sweeps within a project
list_wandb_projects
Lists all projects within a Weights & Biases entity (user or team)
What this connector unlocks
Connect your Weights & Biases (WandB) account to any AI agent and manage your machine learning experiments through natural conversation.
What you can do
- Project Management — List all projects within your WandB entity (user or team) to browse your experiment folders
- Run Monitoring — List and track individual experiment runs within a project to monitor real-time activity
- Deep Run Analysis — Retrieve full details for any run, including latest accuracies, losses, and hyperparameters
- Artifact Management — List versioned datasets, models, and other artifacts to track data lineage and dependencies
- Sweep Tracking — Monitor automated hyperparameter search sweeps to see optimization progress
- Reports & Collaboration — List saved analysis reports and dashboards to access collaborative documentation
How it works
1. Subscribe to this server
2. Enter your WandB API Key and optional Base URL
3. Start managing your ML experiments through Claude, Cursor, or any MCP-compatible client
No more manual browsing through complex experiment dashboards to check model performance. Your AI agent becomes your ML research assistant.
Who is this for?
- Machine Learning Engineers — monitor model training progress and compare hyperparameters across multiple runs
- Data Scientists — track data lineage and manage versioned artifacts for reproducible research
- Research Teams — collaborate on experiment reports and monitor shared project sweeps through chat
- AI Developers — quickly surface model metrics and experiment summaries for faster development cycles
Frequently asked questions
Give your AI agents the power of Weights & Biases
Access Weights & Biases and 2,000+ MCP servers — ready for your agents to use, right now. No glue code. No custom integrations. Just plug Vinkius AI Gateway and let your agents work.
More in this category
CrewAI Platform
10 toolsOrchestrate multi-agent workflows via CrewAI — list crews and agents, kickoff autonomous runs, and monitor task execution directly from any AI agent.
Pika
10 toolsEquip your AI agent with Pika Labs native video generation. Create text-to-video, animate images, generate sound effects, and lip-sync programmatically.
Chroma (Vector DB)
7 toolsManage vector embeddings via Chroma — list collections, query embeddings, and audit document counts directly from any AI agent.
You might also like
YouTube
4 toolsSearch for videos, retrieve detailed statistics, and audit channel performance on YouTube — the world's leading video sharing platform.
Vertiv Environet
10 toolsMonitor data center environmental sensors, alerts, and thresholds via Vertiv Environet Alert API.
Snapchat Ads
8 toolsEquip your AI agent with direct access to Snapchat Ads — manage campaigns, track ad performance, and optimize spend without opening Snapchat Ads Manager.