College Scorecard
Search and compare colleges by tuition, graduation rates, and graduate earnings.
Connects to the College Scorecard database of US higher education institutions. Muse can search schools by name, location, or degree type; show detailed costs, admissions, financial aid, and earnings outcomes; and compare multiple colleges side by side.
Try asking Muse: "Show me colleges in California with low tuition and high graduation rates."
Source: Found in the official MCP Registry (com.olyport/college-scorecard) · First listed September 24, 2026
Last 24 hours
Each bar is one check, every 15 minutes. Green means it answered. Last checked 24 min ago.
Is it safe to connect?
What Muse can see: It does not ask you to sign in, so it cannot see your accounts. It only sees what Muse sends it from your request.
Before it acts: Read what Muse plans to do before you approve it, and remove the app from Muse when you stop using it.
musedirectory.ai is not part of Meta. More about how Muse handles your information
How to add it to Muse
Not in Muse's Connectors list yet, but Muse can still use it. Copy the request below and paste it into Muse. Muse asks before it shares anything with the app's site. Meta does not review apps used this way, so only use ones you trust. We tested this in the Muse app on September 24, 2026: Muse used an app's link directly this way and returned a live answer.
https://mcp.olyport.com/college-scorecard/mcpNot in Muse's Connectors list yet. Muse can still use it: its page gives you a request to paste into Muse.
Technical details: safety screening, tools, response time and recent checks
Response time at the last check: 1385ms. Worked in 100% of checks over 30 days.
Screening · September 24, 2026
Screened, no issues found
Screening looks for known threats and hidden instructions at the time of the check, and runs again weekly and whenever the tool list changes. It cannot see the server's code, so only connect what you need and review what Muse asks to do. How screening works.
Tools · 4
search_schoolsSearch colleges and universities in the College Scorecard database. Returns matching schools with basic info: name, location, size, tuition, admission rate, median earnings, and completion rate. Args: name: Full or partial school name to search (e.g. 'Harvard', 'community collegeget_school_detailGet detailed data for a specific college or university. Returns comprehensive information including costs, admissions, demographics, earnings outcomes, financial aid, debt levels, and completion rates. Use school IDs from search_schools results. Args: school_id: The College Scorecompare_schoolsCompare multiple colleges or universities side by side. Returns key metrics for each school including tuition, admission rate, median earnings, debt, and completion rate for easy comparison. Args: school_ids: Comma-separated list of College Scorecard school IDs (e.g. '166027,1666get_field_of_studyGet earnings and debt data by field of study from the College Scorecard. Returns median earnings and median debt for graduates of specific academic programs. Can be filtered by school, by field name, or both. Args: school_id: College Scorecard school ID to see field-level data foRecent checks
Link
https://mcp.olyport.com/college-scorecard/mcpQuestions about College Scorecard in Muse
How do I connect College Scorecard to Muse?
Not in Muse's Connectors list yet, but Muse can still use it. Paste this into Muse: "Use College Scorecard to help me. It is a free service with an MCP server at https://mcp.olyport.com/college-scorecard/mcp. It does not need an API key. Ask me before you share anything with it." Muse asks before it shares anything with the app's site. Meta does not review apps used this way, so only use ones you trust. We tested this in the Muse app on September 24, 2026: Muse used an app's link directly this way and returned a live answer.
Is College Scorecard working right now?
At the last check (September 28, 2026, 08:45 UTC) the endpoint was working, answering in 1385ms. Over the last 7 days it answered 100% of health checks. It is checked every 15 minutes.
Is College Scorecard safe to connect to Muse?
It was screened on September 24, 2026 with the result "screened, no issues found". Screening checks the domain against threat feeds and reads the tools for hidden instructions and requests for passwords or card numbers. It cannot see the server's code, so grant only the access you need.
What can College Scorecard do in Muse?
It exposes 4 tools, including search_schools, get_school_detail, compare_schools, get_field_of_study. For example, you could ask Muse: "Show me colleges in California with low tuition and high graduation rates."
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This listing was added from public sources (Found in the official MCP Registry (com.olyport/college-scorecard)). If you build College Scorecard, claim it to correct the details and get your badge.
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<a href="https://musedirectory.ai/connector/college-scorecard"><img src="https://musedirectory.ai/badge/college-scorecard.svg" alt="College Scorecard on musedirectory.ai" width="236" height="40"></a>