Brightspace vs College Scorecard MCP Server
A side-by-side look at the Brightspace and College Scorecard MCP Server MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose Brightspace for education work as a local process; choose College Scorecard MCP Server 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 Brightspace when
- You need dedicated capabilities in the Education domain.
- You prefer a local stdio subprocess transport.
- You have the keys it needs:
BRIGHTSPACE_API_TOKEN, BRIGHTSPACE_USERNAME, BRIGHTSPACE_PASSWORD, BRIGHTSPACE_TOTP_SECRET, BRIGHTSPACE_COOKIE, BRIGHTSPACE_NO_UPDATE_CHECK. - You want tools like
check_auth, list_my_courses, get_my_grades.
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.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Education | Education |
| Quality signal | 59/100 · 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 | BRIGHTSPACE_API_TOKENBRIGHTSPACE_USERNAMEBRIGHTSPACE_PASSWORDBRIGHTSPACE_TOTP_SECRETBRIGHTSPACE_COOKIEBRIGHTSPACE_NO_UPDATE_CHECK | SCORECARD_API_KEY |
| Verified owner | Community listing | Community listing |
| GitHub stars | 13 | 1 |
| Directory activity | 1 views 0 installs 0 upvotes | 0 views 0 installs 0 upvotes |
| Tools | 29 | 9 |
| Full listing | View Brightspace | View College Scorecard MCP Server |
Tools & capabilities
Brightspace tools 29
check_authVerify authentication and show the active user identitylist_my_coursesList all enrolled coursesget_my_gradesGet grades for a courseget_assignmentsList assignments and dropbox foldersget_assignment_filesDownload and read instructor-posted assignment filesget_upcoming_due_datesList assignments due in the next N daysget_feedbackRead the grade, instructor comments and per-criterion rubric results for an assignmentget_assignment_rubricShow an assignment's grading rubric (criteria, levels, points, descriptions)get_my_submissionsList and download the files you (or your group) submitted, even after the folder closesget_syllabusFetch the course syllabusget_course_contentBrowse modules and topics (includes topic IDs)get_topic_fileDownload and read a content topic file (DOCX, PDF, HTML, plain text)- +17 more on the listing page
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.
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.
Brightspace
{
"mcpServers": {
"brightspace": {
"command": "npx",
"args": [
"-y",
"brightspace-mcp@latest"
],
"env": {
"BRIGHTSPACE_API_TOKEN": "YOUR_BRIGHTSPACE_API_TOKEN_HERE",
"BRIGHTSPACE_USERNAME": "YOUR_BRIGHTSPACE_USERNAME_HERE",
"BRIGHTSPACE_PASSWORD": "YOUR_BRIGHTSPACE_PASSWORD_HERE",
"BRIGHTSPACE_TOTP_SECRET": "YOUR_BRIGHTSPACE_TOTP_SECRET_HERE",
"BRIGHTSPACE_COOKIE": "YOUR_BRIGHTSPACE_COOKIE_HERE",
"BRIGHTSPACE_NO_UPDATE_CHECK": "YOUR_BRIGHTSPACE_NO_UPDATE_CHECK_HERE"
}
}
}
}
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"
}
}
}
}
Frequently asked questions
Brightspace is categorized under Education and uses a local stdio subprocess. College Scorecard MCP Server belongs to Education and uses a local stdio subprocess. Pick Brightspace for education work and College Scorecard MCP Server 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.
Brightspace has no declared pricing — check the project's own site. College Scorecard MCP Server 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 brightspace and college-scorecard-mcp-server as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, Brightspace has a quality signal of 59/100 (Good) with 1 views, 0 installs and 13 GitHub stars. College Scorecard MCP Server has 56/100 (Good) with 0 views, 0 installs and 1 GitHub stars.