Admit Coach — College Search & Costs

com.admit-coachPublished by admit-coach.comOfficial publisherv1.1.0Updated Oct 24, 2026

Search US colleges and compare historical admissions, costs and aid using public federal data.

VerifiedStreamable HTTPWeb executableLocation & LifestyleData & Analytics

Overview

AI-generated overview

A remote MCP server that lets an assistant search US colleges and look up historical admissions, costs, financial aid and application deadlines from public data

What you can do
Search colleges by name, state, field of study or historical acceptance rate, with links to school profiles and up to 20 results per query. Read a college's admissions ranges, majors, costs and outcomes by IPEDS ID. Read historical average net price, income brackets, grants and debt for a college. Get recorded application, aid and commitment deadlines for up to 20 colleges, with days remaining, a prep schedule counted back from the earliest deadline, and a calendar-file link.
When to use it
Useful when a student or family is comparing US colleges on admissions odds, cost and aid, or building an application timeline. It suits early research and deadline planning, not personalized aid or admission decisions.
Requirements
A remote streamable HTTP endpoint; no package, account, API key or environment variable is declared. Network access to the provider's endpoint is needed.
Before you install
Figures are historical public statistics and may be missing; they are not a personalized cost estimate, aid offer or admission prediction. Public-college averages may not apply to nonresident students, and deadlines come from institutional records, so verify with the official college net-price calculator and admissions pages before deciding. The tools only read public records and do not access student accounts or documents.

Installation

In SourceWeft

  1. Open Admit Coach — College Search & Costs in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.admit-coach%2Funiversity-data/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "admit-coach-college-search-costs": {
      "type": "http",
      "url": "https://admit-coach.com/api/mcp/"
    }
  }
}

Tools

4

search_universities

Search US colleges

Find colleges by name, two-letter location, field of study or historical acceptance rate. Returns at most 20 institutions and links to school profiles. This searches public institutional records, does not access student accounts, and does not predict admission.

Parameterslimitmajorquerystatemax_acceptance_rate

get_university_details

Look up a college profile

Read a college's admissions ranges, majors, costs and outcomes by IPEDS ID. Use search_universities to resolve a name first. Values are historical and may be missing; cite the returned school URL. No login, personal profile or student documents are accessed.

Parametersunitidrequired

get_financial_aid

Look up historical college costs and aid

Read historical average net price, income brackets, grants and debt for a college. These cohort statistics are not a personalized cost estimate or financial aid offer. Public-college averages may not apply to nonresident students. Verify the official college net-price calculator before deciding affordability. Missing figures remain unknown.

Parametersunitidrequired

get_application_deadlines

Get application deadlines with countdowns

Recorded application, aid and commitment deadlines for up to 20 colleges, with days remaining. Also returns a prep schedule worked backwards from the earliest application deadline (recommendations, first essay draft, final essay, submission) and a calendar-file URL. Dates come from institution records for the current cycle and can lag; tell the student to confirm each on the official admissions page. No student data is read or stored.

Parametersunitidsrequired

Version history

1
  1. v1.1.0LatestSep 16, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.