Aporia MCP Server
Monitor AI models and validate LLM interactions with guardrails directly from your AI agent to ensure safety and observability.
Vinkius AI Gateway supports streamable HTTP and SSE.
Works with every AI agent you already use
…and any MCP-compatible client
Aporia MCP Server: see your AI Agent in action
Built-in capabilities (7)
get_metrics
Get performance and drift metrics for an Aporia monitored model
get_model
Get specific details for a monitored Aporia model
list_dashboards
List custom dashboards configured in the Aporia workspace
list_models
List Aporia monitored machine learning and LLM models
list_monitors
List configured Aporia monitors for a specific model
trigger_monitor
Trigger an immediate run of a specific Aporia monitor
validate_guardrails
g. toxicity, PII, off-topic). Pass an array of messages. Validate LLM interactions against Aporia guardrails
What this connector unlocks
Connect your Aporia workspace to any AI agent to enforce strict guardrails, monitor ML model performance in real time, and audit custom dashboards directly through natural conversation.
What you can do
- Guardrail Validation — Instantly validate LLM messages against your configured Aporia guardrails to detect toxicity, PII, and off-topic responses
- Model Observability — List instrumented machine learning and LLM models, and fetch their architectural details
- Performance Metrics — Retrieve real-time metrics highlighting operational performance and potential data drift
- Active Monitors — View and trigger active monitors to immediately check for data integrity issues or performance degradation
- Dashboards — Access custom dashboards that aggregate your critical observability metrics
How it works
1. Subscribe to this server
2. Enter your Aporia API Key
3. Protect your prompt chains and manage your AI infrastructure directly from Claude, Cursor, or any MCP-compatible client
Who is this for?
- AI engineers — enforce guardrails over inputs and outputs during development without swapping contexts
- Data scientists — track model drift and analyze production metrics instantly
- MLOps teams — trigger monitors on demand and visualize custom observability dashboards from a single chat pane
- Risk officers — guarantee compliance checking against PII and hateful content dynamically
Frequently asked questions
Give your AI agents the power of Aporia
Access Aporia 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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