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Vinkius

Integrate Aporia with Claude, Cursor, Chatbots & AI Agents MCP Server

Monitor AI models and validate LLM interactions with guardrails directly from your AI agent to ensure safety and observability.
MCP Inspector GDPR Free for Subscribers

Compatible with every major AI agent and IDE

ClaudeClaude
ChatGPTChatGPT
CursorCursor
GeminiGemini
WindsurfWindsurf
VS CodeVS Code
JetBrainsJetBrains
VercelVercel
+ other MCP clients
get

Get metrics on Aporia

Get performance and drift metrics for an Aporia monitored model

get

Get model on Aporia

Get specific details for a monitored Aporia model

list

List dashboards on Aporia

List custom dashboards configured in the Aporia workspace

list

List models on Aporia

List Aporia monitored machine learning and LLM models

list

List monitors on Aporia

List configured Aporia monitors for a specific model

trigger

Trigger monitor on Aporia

Trigger an immediate run of a specific Aporia monitor

validate

Validate guardrails on Aporia

g. toxicity, PII, off-topic). Pass an array of messages. Validate LLM interactions against Aporia guardrails

Security & Code Integrity Audit

Every tool in the Aporia MCP Server is continuously audited by the Vinkius Security Engine. We guarantee zero-trust payload isolation, strict data boundaries, and deterministic execution for enterprise-grade AI agents.

MCP Inspector
DScore: 55

How Vinkius protects your data

Can I set different limits for each virtual assistant on my team?

Absolutely. You have full control in our command center. You can create an AI agent that only "reads" data so the support team can answer questions, and another superpowered agent that can "edit" and "create" information exclusively for your operations team. Each AI gets exactly the level of access you allow.

If a monitor seems stuck, can the agent force its execution?

Absolutely. If you suspect an anomaly, ask the agent to manually trigger the specific monitor ID. Instead of scheduling a redundant pipeline, the agent hits the Aporia backend to force a run, ensuring your MLOps workflow isn't blocked by cadence limitations.

What happens if the underlying API rate limits my agent?

Our edge infrastructure automatically handles backoffs, queueing, and throttling. If an AI agent sends too many erratic requests, Vinkius manages the rate limits gracefully, ensuring your backend doesn't crash.

Does the AI train on my tools or API data?

No. Vinkius enforces a strict Zero-Retention policy. Your data simply passes through our secure servers to complete the requested action and is instantly forgotten. Nothing you do here is ever stored, logged, or used to train any artificial intelligence.

How Chatbots Interact with Aporia

The Aporia integration provides comprehensive execution endpoints, allowing AI models to orchestrate tasks reliably.

Execute llm guardrails Commands with AI

The Aporia connection gives ChatGPT direct access to llm guardrails tools. The integration handles the logic required for continuous fort knox operations.

Scaling model monitoring via MCP

The Aporia toolkit provides structured tools for model monitoring. It enables conversational interfaces like Claude Code to query and modify data within your fort knox infrastructure.

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