# Admit Coach — College Search & Costs

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

- name: com.admit-coach/university-data
- version: 1.1.0
- connection class: R0 (autonomous)
- trust: 80/100 flags: no-repository
- quality: 91/100 (strong)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/com.admit-coach%2Funiversity-data
- tools: https://api.protogrid.dev/v1/servers/com.admit-coach%2Funiversity-data/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "university-data": {
      "type": "http",
      "url": "https://admit-coach.com/api/mcp/"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 100
- freshness: 85
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-99% ~updated-45d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 91/100 (strong)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 100 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 4 of 4 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- pass `tools.token_cost`: about 753 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 4, about 753 tokens to load them all
- tool set hash: 4dc999519489eaa2a0448df88e3bed60
- badge: [![protogrid quality](https://protogrid.dev/badge/com.admit-coach/university-data.svg)](https://protogrid.dev/servers/com.admit-coach/university-data)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://admit-coach.com/api/mcp/ (streamable-http, auth none, reachable true, uptime30d 0.9916667)

## Packages

_none_

## Tools (4)

- `get_application_deadlines`: 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.
    
- `get_financial_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.
    
- `get_university_details`: 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.
    
- `search_universities`: 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.