An astronaut overseeing a futuristic data hub
Download PDFMarkdown Version

Connect Aporia to ChatGPT, Claude and Gemini

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Keep your models safe, compliant, and performing reliably.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 7 capabilities

We ship only the actions that matter.

Capability set01 / 02

01-04

4 capabilities in this set.

Part of 7 available through Aporia.

  1. 01

    List models

    List Aporia monitored machine learning and LLM models

  2. 02

    List monitors

    List configured Aporia monitors for a specific model

  3. 03

    Validate guardrails

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

  4. 04

    Get metrics

    Get performance and drift metrics for an Aporia monitored model

Capability set02 / 02

05-07

3 capabilities in this set.

Part of 7 available through Aporia.

  1. 05

    Get model

    Get specific details for a monitored Aporia model

  2. 06

    List dashboards

    List custom dashboards configured in the Aporia workspace

  3. 07

    Trigger monitor

    Trigger an immediate run of a specific Aporia monitor

Real work

What teams actually run

01

Compliance Auditing

A risk officer needs to confirm that all user inputs are checked for PII and hateful content before processing.

02

03

Automate a task

Put Aporia to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Aporia works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Aporia to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

1021ms average. Fast in production.

Aporia is checked daily against the live service.

Daily averagePeak 1046ms
Oct 14Today
Fastest day
749ms
Slowest day
1046ms
14-day trend
Slowing+35%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 7 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Aporia, so you can see the experience inside your AI.

It does not authenticate your account with Aporia. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Aporia Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_xK4X7s8PmKOy9iRpjDUr4oudy86jlYzJmpsm9w0q/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Aporia capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "aporia-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_xK4X7s8PmKOy9iRpjDUr4oudy86jlYzJmpsm9w0q/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Aporia in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Aporia owners hand off.

If you build or manage AI applications, you need to know if they are safe and accurate. This MCP helps AI engineers enforce guardrails during development without changing capabilities. Data scientists use it to track model drift and analyze production metrics instantly. MLOps teams use it to manage and visualize custom observability dashboards from a single chat pane.

  • 01

    AI Engineers

    Enforce guardrails over inputs and outputs during development without swapping contexts.

  • 02

    Data Scientists

    Track model drift and analyze production metrics instantly.

  • 03

    MLOps Teams

    Trigger monitors on demand and visualize custom observability dashboards from a single chat pane.

  • 04

    Risk Officers

    Guarantee compliance checking against PII and hateful content dynamically.

FAQ

Questions Aporia owners ask.

  • 01

    Can my AI agent check for PII vulnerabilities in my conversation logs?

    Yes. Provide a message context and prompt the agent to validate guardrails for a specific Aporia project. It will query the Aporia rules engine and return actionable insights immediately. ensuring that your outputs remain safe and compliant before deployment.

  • 02

    How quickly can I review data drift alerts triggered over the weekend?

    In seconds. During your Monday stand-up, ask your AI agent to fetch metrics for your primary model and list its monitors. The agent will pull up statistical variations and active alerts directly into your chat, saving you from navigating complex visual dashboards when you need a quick situational report.

  • 03

    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.

Explore

More in Fort Knox

Suggestions

Connect Aporia to Claude, Cursor, ChatGPT & more