CounselorAI MCP Tools

• appeal

  appeal

• rec

  rec

• letterlens

  letterlens

• awardlens

  awardlens

• fafsa

  fafsa

• aid

  aid

• scholarship

  scholarship

• profile

  profile

• revision

  revision

• translate

  translate

• humanize

  humanize

• account_balance

  account balance

• quote_call

  quote call

This list was read from the server itself, by connecting to it and calling tools/list on 24 September 2026. It is what the server actually exposes, not what its listing claims.

Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.