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

Connect your AI assistant to Aptora to read and edit profiles, validate drafts or search jobs. You choose the workspace and permissions during sign-in. Explicitly instruct your assistant before actions such as submitting an application.

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.

Tools for profiles, jobs and teams

Over MCP you can create, read, update and validate profiles, search jobs and submit applications. Team workspaces can also manage job listings, search talent and maintain shortlists. Available features depend on your permissions, workspace type and plan.

Your account, your permissions

Choose the workspace and permissions during sign-in. Your assistant works with the same profile data as the app. It only receives the tools you granted; workspace and plan restrictions still apply.

Validate profile drafts before saving

Your assistant can read the profile format with get_cv_schema. validate_cv checks drafts without saving and reports errors in individual fields. This lets the assistant correct the structure while keeping your own information as the source.

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 connection signs in to your Aptora account through OAuth. You choose a workspace and permissions; those grants and your workspace and plan rules limit the available tools. You can revoke the connection in settings at any time.

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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