CounselorAI

Name: CounselorAI
Author: The-825

MCP serverMCP

College-access writing and financial-aid analysis tools for counselors, students, and families.

by The-825homepage ↗v1.2.0

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30-day availability111/111 checks ok

when	check	result	http	latency	detail
7 h ago	mcp initialize	ok	200	446 ms	server counselorai 1.2.0 · protocol 2025-06-18 · 13 tools
13 h ago	mcp initialize	ok	200	330 ms	server counselorai 1.2.0 · protocol 2025-06-18 · 13 tools
20 h ago	mcp initialize	ok	200	269 ms	server counselorai 1.2.0 · protocol 2025-06-18 · 13 tools
27 h ago	mcp initialize	ok	200	424 ms	server counselorai 1.2.0 · protocol 2025-06-18 · 13 tools
33 h ago	mcp initialize	ok	200	373 ms	server counselorai 1.2.0 · protocol 2025-06-18 · 13 tools
2 d ago	mcp initialize	ok	200	338 ms	server counselorai 1.2.0 · protocol 2025-06-18 · 13 tools
2 d ago	mcp initialize	ok	200	512 ms	server counselorai 1.2.0 · protocol 2025-06-18 · 13 tools
2 d ago	mcp initialize	ok	200	340 ms	server counselorai 1.2.0 · protocol 2025-06-18 · 13 tools
2 d ago	mcp initialize	ok	200	417 ms	server counselorai 1.2.0 · protocol 2025-06-18 · 13 tools
3 d ago	mcp initialize	ok	200	862 ms	server counselorai 1.2.0 · protocol 2025-06-18 · 13 tools

Tools observed via MCP handshake

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 dropped, an expense
rec — Draft a letter of recommendation from counselor notes. Call this to WRITE a letter. To critique one that already exists, call letterlens instead, which is much
letterlens — Analyze a finished recommendation letter and return specific fixes: what is vague, what is asserted without evidence, what reads as generated. Read-only and far
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 supported net price is, and
fafsa — Produce a FAFSA action checklist for one student, keyed to their grade, dependency status and income band. Answers the process question a family actually has: w
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 through, never an of
scholarship — Search for current scholarship pages to review. A page in the result is a research lead, not a verified match. Confirm program terms, deadline, and student elig
profile — Turn raw counselor notes into a structured student profile. Run this first when working one student across several tools: it is cheap, and its output is good in
revision — Apply one instruction to an existing letter and return the revised text. Pair it with letterlens: review to find the problems, revise to fix them. Changes only
translate — Translate counselor-facing output into a family's language, holding the financial aid terms in English on purpose. FAFSA, Pell, SAI, COA and the loan names stay
humanize — Rewrite reader-facing prose so it sounds direct, specific, and personal without changing facts or inventing a voice. Use it for outreach, emails, letters, posts
account_balance — Free. Returns the credits left on this API key. Call it before a long run of billed calls.
quote_call — Free. Validates the input for a tool and returns the exact credit hold a real call would take at your price, plus whether your balance covers it. Use it to budg

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kind Official MCP Registry

name Official MCP Registry

summary Official MCP Registry

version Official MCP Registry

description Official MCP Registry

homepageUrl Official MCP Registry

publisherName Official MCP Registry

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Official MCP Registryio.github.The-825/counselorai

first seen 1 mo ago · fetched 3 d agoopen ↗

Field history (6 recent events)

1 mo ago · declared · summary → "College-access writing and financial-aid analysis tools for counselors, students, and families."
1 mo ago · declared · description → "College-access writing and financial-aid analysis tools for counselors, students, and families."
1 mo ago · declared · publisherName → "The-825"
1 mo ago · declared · homepageUrl → "https://counselorai.app"
1 mo ago · declared · version → "1.2.0"
1 mo ago · declared · protocols → ["mcp"]

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