College Scorecard Intelligence MCP
Pricing
$3.00 / 1,000 result item returneds
College Scorecard Intelligence MCP
Access US Dept of Education College Scorecard data via MCP: admission rates, graduation rates, median earnings 10 years after entry, tuition, and enrollment for 7,000+ US colleges and universities.
Pricing
$3.00 / 1,000 result item returneds
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Andrew Avina
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5 days ago
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Access US Dept of Education College Scorecard data via MCP: admission rates, graduation rates, median earnings 10 years after entry, tuition, and enrollment for 7,000+ US colleges and universities.
Data Source
- API: US Dept of Education College Scorecard API
- Endpoint:
https://api.data.gov/ed/collegescorecard/v1/schools.json - Key: Uses public
DEMO_KEY(rate-limited but free, no registration required) - Coverage: 7,000+ US colleges and universities
MCP Tools
| Tool | Description |
|---|---|
search_colleges | Search colleges by name, state, ownership type, min enrollment |
get_college_stats | Aggregate stats (avg admission rate, grad rate, earnings, tuition) for a state or nationally |
list_fallback_colleges | Always-available curated list of 20 major colleges |
Input Parameters
| Parameter | Type | Description |
|---|---|---|
serveMcp | boolean | Start HTTP MCP server on port 4321 |
schoolName | string | Search by name (partial match) |
state | string | 2-letter state abbreviation (CA, NY, TX...) |
ownershipType | string | "public", "private", or "all" (default) |
minEnrollment | integer | Minimum enrollment size filter |
limit | integer | Max results (1–100, default 20) |
Output Fields
| Field | Description |
|---|---|
school_name | Full institution name |
city | City |
state | State abbreviation |
ownership | Public / Private Nonprofit / Private For-Profit |
admission_rate | Admission rate (0.0–1.0) |
enrollment | Total student enrollment |
graduation_rate_4yr | 4-year graduation rate (150% normal time) |
median_earnings_10yr | Median earnings 10 years after entry (USD) |
tuition_in_state | In-state tuition (USD) |
tuition_out_state | Out-of-state tuition (USD) |
source | Data source URL |
Fallback Data
Includes 20 curated colleges: MIT, Harvard, Stanford, UC Berkeley, UCLA, UMich, UT Austin, Ohio State, Georgia Tech, UNC Chapel Hill, UI Urbana-Champaign, NYU, Boston University, Georgetown, Purdue, Penn State, Arizona State, UF, Michigan State, Indiana University.
MCP Server Mode
Set serveMcp: true to start an HTTP MCP server on port 4321. Point your MCP client at:
GET /mcp/tools— list available toolsPOST /mcp/call— call a tool with{"name": "...", "arguments": {...}}
