Search / com.admit-coach/university-data
protogridR0· no sign-inSearch US colleges and compare historical admissions, costs and aid using public federal data.
v1.1.0 · active · website · descriptor JSON · versions
{
"mcpServers": {
"university-data": {
"type": "http",
"url": "https://admit-coach.com/api/mcp/"
}
}
}claude mcp add --transport http university-data https://admit-coach.com/api/mcp/[mcp_servers.university-data]
url = "https://admit-coach.com/api/mcp/"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"university-data": {
"type": "remote",
"url": "https://admit-coach.com/api/mcp/",
"enabled": true
}
}
}{
"mcpServers": {
"university-data": {
"type": "http",
"url": "https://admit-coach.com/api/mcp/"
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=university-data&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYWRtaXQtY29hY2guY29tL2FwaS9tY3AvIn0%3D"
}{
"servers": {
"university-data": {
"type": "http",
"url": "https://admit-coach.com/api/mcp/"
}
}
}{
"mcpServers": {
"university-data": {
"httpUrl": "https://admit-coach.com/api/mcp/"
}
}
}extensions:
"university-data":
enabled: true
name: "university-data"
type: streamable_http
uri: "https://admit-coach.com/api/mcp/"
timeout: 300
protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28protocol.statelessonly applies to 2026-07-28 serversprotocol.transportstreamable HTTPprotocol.list_ttlonly applies to 2026-07-28 serversauth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptionsevery tool has a descriptiontools.description_lengthdescriptions are concisetools.schemasevery tool has an object input schematools.annotations4 of 4 tools declare readOnlyHint or destructiveHinttools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHinttools.token_costabout 753 tokens to load every tooltools.api_dumptools are not a one-to-one API dumpstability.changesno tool changes in 30 daysstability.rug_pullno tool changed its meaning under the same namedeps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI packageNo tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
+dns-namespace +website +reachable +uptime-99% ~updated-44d-ago -no-repository
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
| remote | auth | reachable | uptime 30d | p50 | protocol | last ok |
|---|---|---|---|---|---|---|
https://admit-coach.com/api/mcp/ streamable-http | none | yes | 99% | 906 ms | 2025-11-25 | 2026-10-20 |
get_application_deadlinesread-only | 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_aidread-only | 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_detailsread-only | 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_universitiesread-only | 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. |
Schemas: list_tools.
{
"name": "com.admit-coach/university-data",
"title": "Admit Coach — College Search & Costs",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://admit-coach.com/api/mcp/",
"type": "streamable-http"
}
],
"version": "1.1.0",
"websiteUrl": "https://admit-coach.com/mcp-server",
"description": "Search US colleges and compare historical admissions, costs and aid using public federal data."
}