INDIVIDUAL MCP TOOL

profile

Turn raw counselor notes into a structured student profile.

counselorai.appnone authenticationAvailability not checked

LIVE ENDPOINT

https://api.counselorai.app/mcp

No auth detected

Connect to this endpoint to inspect the live schema for profile and invoke it with your own arguments.

{}

Inferred read-only · medium confidence · heuristic, not a guarantee.

No write-capable action terms were found; this is not proof that invocation has no side effects.

CONNECT WITH APPROVAL

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.counselorai]
url = "https://api.counselorai.app/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "counselorai": {
      "type": "http",
      "url": "https://api.counselorai.app/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: counselorai
Remote MCP URL: https://api.counselorai.app/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "counselorai": {
      "url": "https://api.counselorai.app/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "counselorai": {
      "type": "http",
      "url": "https://api.counselorai.app/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "counselorai",
  "transport": "streamable-http",
  "url": "https://api.counselorai.app/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

appeal — Draft a financial aid appeal letter to a college financial aid office.
rec — Draft a letter of recommendation from counselor notes.
letterlens — Analyze a finished recommendation letter and return specific fixes: what is vague, what is asserted without evidence, what reads as generated.
awardlens — Break down one to three financial aid award letters: what is grant, what is loan, what is work-study that has to be earned, what the real out-of-pocket cost is, and what renewal conditions are buried in the language.
fafsa — Produce a FAFSA action checklist for one student, keyed to their grade, dependency status and income band.
aid — Explain what a family is likely to see across a list of schools and why, in plain language.
scholarship — Surface scholarships worth this student's time and the angle their application should take for each.
revision — Apply one instruction to an existing letter and return the revised text.