CounselorAI

Overview

CounselorAI is a Model Context Protocol server that provides college-access writing and financial-aid analysis tools for counselors, students, and families. Any MCP-compatible AI assistant can call CounselorAI's tools directly, with the model deciding when to use them in conversation or agent runs.

The server runs remotely at https://api.counselorai.app/mcp and requires an API Key for authentication. Nothing needs to be installed locally — connect your client to the endpoint and you're ready to go. The latest release is v1.2.0. Visit https://counselorai.app for more information.

CounselorAI is listed in the Finance category on mcp.site and works with MCP clients including Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, Zed, and others across the ecosystem. If you maintain CounselorAI, claim this listing to verify ownership, earn the Verified badge, and keep the details current.

Installation

Settings → Connectors → Add custom connector
Name: CounselorAI
URL:  https://api.counselorai.app/mcp