Clarifai (Vision AI) MCP Server
Manage AI inference via Clarifai — list apps, models, and workflows, and perform computer vision predictions directly from any AI agent.
Vinkius AI Gateway supports streamable HTTP and SSE.

Works with every AI agent you already use
…and any MCP-compatible client


















Clarifai MCP Server: see your AI Agent in action
Built-in capabilities (6)
list_apps
Identify bounded Clarifai apps managing global compute limits
list_concepts
Extracts explicitly attached semantic bounds tagging datasets matching limits
list_datasets
Identify precise physical bounds mapping data structures resolving visual nodes
list_models
Perform structural extraction of computer vision parameters driving AI features
list_workflows
Retrieve the exact structural matching verifying chained AI limits
predict_model
/models/{model_id}/outputs` parsing exactly what the AI limit evaluated bounding image classifications. Dispatch an automated validation inference routing explicit network predictions
What this connector unlocks
Connect your Clarifai account to any AI agent and take full control of your computer vision and AI workflows through natural conversation.
What you can do
- AI Inference (Predictions) — Dispatch automated validation inferences and parse exactly what the neural networks evaluated
- App & Model Management — List Clarifai apps and models to organize and audit your compute environments
- Chained Workflows — Retrieve composed computational blocks that tie multiple models together for complex AI tasks
- Datasets & Concepts — Identify data structures used for training and audit the textual concepts tagging your visual data
- Identity Mapping — Navigate users and apps to isolate your AI logic across different execution contexts
How it works
1. Subscribe to this server
2. Enter your Clarifai Personal Access Token (PAT)
3. Start managing your AI workflows from Claude, Cursor, or any MCP-compatible client
Who is this for?
- AI Developers — test model predictions and workflow logic using natural language without writing boilerplate code
- Data Scientists — audit datasets and concepts to ensure training data consistency across different applications
- ML Engineers — monitor and manage active compute brains (models) and their execution contexts
- Product Teams — quickly verify AI output and vision logic during the prototyping phase
Frequently asked questions
Give your AI agents the power of Clarifai
Access Clarifai 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.
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