College Scorecard MCP Server vs Moodle MCP Server Aql
A side-by-side look at the College Scorecard MCP Server and Moodle MCP Server Aql MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose College Scorecard MCP Server for education work as a local process; choose Moodle MCP Server Aql for education as a local process. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose College Scorecard MCP Server when
- You need dedicated capabilities in the Education domain.
- You prefer a local stdio subprocess transport.
- You have the keys it needs:
SCORECARD_API_KEY. - You want tools like
scorecard_search_schools, scorecard_get_school, scorecard_compare_schools.
Choose Moodle MCP Server Aql when
- You need dedicated capabilities in the Education domain.
- You prefer a local stdio subprocess transport.
- You have the keys it needs:
MOODLE_URL, MOODLE_TOKEN. - You want tools like
list_courses, get_course, list_course_users.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Education | Education |
| Quality signal | 56/100 · Good | 56/100 · Good |
| Install command | Confirmed | Confirmed |
| Transport | Local subprocess (stdio) | Local subprocess (stdio) |
| Auth | Not declared | Not declared |
| Pricing | Not declared | Not declared |
| Required env vars | SCORECARD_API_KEY | MOODLE_URLMOODLE_TOKEN |
| Verified owner | Community listing | Community listing |
| GitHub stars | 1 | 1 |
| Directory activity | 0 views 0 installs 0 upvotes | 0 views 0 installs 0 upvotes |
| Tools | 9 | 10 |
| Full listing | View College Scorecard MCP Server | View Moodle MCP Server Aql |
Tools & capabilities
College Scorecard MCP Server tools 9
scorecard_search_schoolsSearch institutions by name, location, type, size, acceptance rate, and single-sex flags; sort by supported API fields. Returns core identity and cost metrics.scorecard_get_schoolFull institutional profiles — costs, admissions, outcomes, aid, demographics, single-sex flags, and completion rates.scorecard_compare_schoolsNormalized side-by-side comparison of 2–5 schools on a named topic. Returns metric values, ordinal ranks, and a comparison summary.scorecard_get_programsField-of-study programs at one school: median 1-year earnings, cumulative Stafford/Grad PLUS debt, and IPEDS awards in the two pooled debt-cohort years.scorecard_search_programsFind programs by CIP and credential or keyword, retain degree identity, and rank earnings within each fetched school page.scorecard_get_earningsEarnings of federally aided undergraduate entrants working and not enrolled, regardless of completion: 6/8/10-year medians, 6/10-year P25/P75, and non-male/male 6-year medians.scorecard_value_analysisWorkflow tool: parallel-fetches cost, debt, repayment, and earnings data, then computes ROI metrics — debt-to-earnings ratio and net price to earnings ratio.scorecard_lookup_cipSearch 186 curated NCES CIP 2020 four-digit groups by code, keyword, or verified descendant alias. Served offline.scorecard_list_fieldsSearch the Scorecard field catalog by keyword. Returns matching field paths, descriptions, data types, and sort support. Use before passing custom `fields` parameters.
Moodle MCP Server Aql tools 10
list_coursesFull course catalog with category drill-downget_courseDetail view for any courselist_course_usersEnrolled users with roles and access data (now supports course name search with interactive selection)list_assignmentsAll assignments with due dateslist_categoriesFull hierarchy with exact parent resolutionget_site_infoInstance overview — site name, version, course countget_userDetail view for a Moodle userlist_user_coursesCourses for a specific usersearch_usersUser search by standard Moodle identity fieldssearch_courses_by_nameSearch for courses by name with partial matching and interactive selection
Ready-to-paste client configs
Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
College Scorecard MCP Server
{
"mcpServers": {
"college-scorecard-mcp-server": {
"command": "bunx",
"args": [
"@cyanheads/college-scorecard-mcp-server@latest"
],
"env": {
"SCORECARD_API_KEY": "YOUR_SCORECARD_API_KEY_HERE"
}
}
}
}
Moodle MCP Server Aql
{
"mcpServers": {
"moodle-mcp-server-aql": {
"command": "npx",
"args": [
"-y",
"moodle-mcp-server-aql"
],
"env": {
"MOODLE_URL": "YOUR_MOODLE_URL_HERE",
"MOODLE_TOKEN": "YOUR_MOODLE_TOKEN_HERE"
}
}
}
}
Frequently asked questions
College Scorecard MCP Server is categorized under Education and uses a local stdio subprocess. Moodle MCP Server Aql belongs to Education and uses a local stdio subprocess. Pick College Scorecard MCP Server for education work and Moodle MCP Server Aql for education.
Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.
College Scorecard MCP Server has no declared pricing — check the project's own site. Moodle MCP Server Aql has no declared pricing — check the project's own site. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.
Yes. MCP clients support multiple servers: add college-scorecard-mcp-server and moodle-mcp-server-aql as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, College Scorecard MCP Server has a quality signal of 56/100 (Good) with 0 views, 0 installs and 1 GitHub stars. Moodle MCP Server Aql has 56/100 (Good) with 0 views, 0 installs and 1 GitHub stars.