Der CounselorAI MCP-Server,
verbunden mit einem Klick.

“Nutze „appeal“: Draft a financial aid appeal letter to a college financial aid office. Call this when a family needs to ask for a review of an award: income.”

“Nutze „rec“: Draft a letter of recommendation from counselor notes. Call this to WRITE a letter. To critique one that already exists, call letterlens ins.”

“Nutze „letterlens“: Analyze a finished recommendation letter and return specific fixes: what is vague, what is asserted without evidence, what reads as generate.”

“Nutze „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 ou.”

appeal — Draft a financial aid appeal letter to a college financial aid office. Call this when a family needs to ask for a review of an award: income

rec — Draft a letter of recommendation from counselor notes. Call this to WRITE a letter. To critique one that already exists, call letterlens ins

letterlens — Analyze a finished recommendation letter and return specific fixes: what is vague, what is asserted without evidence, what reads as generate

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 ou

fafsa — Produce a FAFSA action checklist for one student, keyed to their grade, dependency status and income band. Answers the process question a fa

aid — Explain what a family is likely to see across a list of schools and why, in plain language. An explanation for a counselor to walk a family

scholarship — Surface scholarships worth this student's time and the angle their application should take for each. Runs a live web search, so it is slower

profile — Turn raw counselor notes into a structured student profile. Run this first when working one student across several tools: it is cheap, and i