Aptora is an MCP server — your AI client is the interface

Connect Claude, Cursor or ChatGPT once, and your assistant can create and edit profiles, check them against the schema, browse job listings, tailor a profile to an advertisement and apply — through your Aptora account, with your permissions. No copy-pasting between a chat window and a web app.

Install in one click where possible

Cursor registers Aptora via deeplink; Claude has an install link that opens the connector dialog prefilled; ChatGPT takes the server URL in its connector settings. Each client signs in through a standard OAuth flow — no API keys to paste.

Real operations, not a toy surface

The MCP tools cover the actual product: profile create/read/update with schema validation, job browsing and applying, and for team workspaces talent search, shortlisting and publishing openings. What you can do in the app, your assistant can do in the chat.

Your account, your permissions

The connection acts as you: personal workspaces manage their own profiles, team workspaces their candidates and openings. There is no shadow account and no separate data silo — the chat and the app always see the same state.

Why this matters

A CV is words about capability, and language models are good at words under a schema that keeps them honest. Validation errors name the failing fields, so an assistant can fix its own drafts — that is what makes the integration usable rather than demo-ware.

Build your profile from your AI assistant

Aptora is an MCP server — connect the AI you already use and let it create, edit and manage your profiles via your Aptora account.

Cursor

One click — the deeplink registers Aptora in your editor.

Add to Cursor

1Click “Add to Cursor” and confirm the install dialog.
2Cursor opens the browser once to sign in and authorize.
3Ask your agent to create or update an Aptora profile.

or paste into ~/.cursor/mcp.json

{
  "mcpServers": {
    "aptora": {
      "url": "https://aptora.io/mcp"
    }
  }
}

Claude

One click — the connector dialog opens prefilled on claude.ai.

Add to Claude

1Click “Add to Claude” — claude.ai opens with Aptora prefilled; confirm “Add”.
2Sign in with your Aptora account when Claude asks to authorize.
3Ask Claude to create or update an Aptora profile.

or add it to Claude Code

claude mcp add --transport http aptora https://aptora.io/mcp

ChatGPT

No install link yet (OpenAI) — two quick steps in developer mode.

Open ChatGPT apps

1Enable developer mode: Settings → Security and login → Developer mode.
2On the apps page, click “+” and paste the server URL: https://aptora.io/mcp
3Authorize with your Aptora account — done.

server URL

https://aptora.io/mcp

On first use, your AI client opens a browser window to sign in and authorize access. No API keys to manage. Read the setup guide

Frequently asked questions

Which AI clients work with Aptora?

Claude (claude.ai and Claude Code), Cursor and ChatGPT — anything that speaks MCP. Setup instructions with copy-paste configuration exist for all three.

Is the MCP connection safe?

The client authenticates via OAuth against your Aptora account and can do exactly what you can do — no more. You can revoke the connection at any time in your settings.

What does MCP mean?

The Model Context Protocol is an open standard that lets AI assistants use external tools. Aptora implements it natively, so assistants can operate your account through defined, validated operations.

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