com.le-teen/college-roi-mcp
NPM · COLLEGE-ROI-MCP · SCANNED AUG 3
U.S. college ROI data: 30-yr NPV for 500 colleges, lifetime ROI for 134 majors. Keyless.
Available components
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score →
Supply Chain Security87
- No malware found by supply-chain analysis.Pass
- Only part of the dependency tree could be resolved (95 of 99), so this covers what we could see, not the whole tree.Partial
- No install/post-install scripts declared.Pass
- Only part of the dependency tree could be resolved (95 of 99), so this covers what we could see, not the whole tree. View diagnostics → Partial
Provenance & Transparency45
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 18 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability74
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 906 tokens (~129/item across 7 items; 7 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
- Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage95
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 86% of tool parameters carry a description.Partial
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.
npm · college-roi-mcp
claude mcp add com-le-teen-college-roi-mcp -- npx -y college-roi-mcp
codex mcp add com-le-teen-college-roi-mcp -- npx -y college-roi-mcp
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"com-le-teen-college-roi-mcp": {
"type": "local",
"command": [
"npx",
"-y",
"college-roi-mcp"
],
"enabled": true
}
}
} openclaw mcp add com-le-teen-college-roi-mcp --command npx --arg -y --arg college-roi-mcp
mcp_servers:
com-le-teen-college-roi-mcp:
command: "npx"
args: ["-y", "college-roi-mcp"] {
"mcpServers": {
"com-le-teen-college-roi-mcp": {
"command": "npx",
"args": [
"-y",
"college-roi-mcp"
]
}
}
} Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 2 Aug 26 +48
- Provenance: unverified → fail ▼ security
- Install scripts: unverified → pass ▲ security
- Known CVEs: unverified → partial ▲ security
- Malware scan: unverified → pass ▲ security
- Schema quality: unverified → excellent ▲ functional
- License: unverified → pass ▲ functional
- Dependency health: unverified → partial ▲ functional
- Maintenance: unverified → pass ▲ functional
- MCP protocol: unverified → pass ▲ functional
- Stability: unverified → 0.23 ▲ functional
- Licence: MIT functional
- 31 Jul 26 −7
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 30 Jul 26 +3
- Malware scan: pass → unverified ▼ security
- Tool coverage: unverified → 100 ▲ functional
- 28 Jul 26 −21
- Tool coverage: 100 → unverified ▼ functional
- First check of Schema quality: unverified functional
- 27 Jul 26 45
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 3 Aug 2026 · Analysed npm/[email protected]
Provenance none
Ecosystem: npm · Outcome: none
Dependencies 95 packages
95 packages in the resolved dependency tree · 95 deprecated · 29 stale.
The dependency tree was only partially resolved, so these counts may be incomplete.
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.
best_value_colleges Best-value colleges by state ~84
Each U.S. state's best-value four-year colleges at resident pricing, ranked by 30-year NPV (top 15 per state). Pass a state for its full list; omit it for a nationwide summary (every state's top pick).
| Name | Type | Req | Description |
|---|---|---|---|
| state | string | — | Two-letter state code, e.g. 'CA'. Omit for all states' #1. |
No output schema declared.
No examples provided.
get_api_info About the College ROI API ~38
Metadata for the underlying LE TEEN College ROI API: description, license, attribution, DOI, docs URL, and the list of raw endpoints.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
get_college Get one college's full record ~120
Full record for one college by slug (e.g. 'university-of-michigan-ann-arbor'): 30-year NPV at resident and non-resident pricing, total cost of attendance both ways, median earnings 10 years after entry, break-even age, IPEDS unitid, and FREOPP program coverage. Accepts a plain name and will slugify it; use search_colleges to discover slugs.
| Name | Type | Req | Description |
|---|---|---|---|
| slug | string | yes | College slug or name, e.g. 'university-of-michigan-ann-arbor'. |
No output schema declared.
No examples provided.
get_major Get one major's full ROI detail ~131
Full lifetime-ROI record for one major category or CIP subfield by slug (e.g. 'nursing', 'computer-science', 'philosophy-and-religious-studies'): ROI distribution (p25/median/mean/p75), never-break-even %, break-even age, completion-adjusted and dropout ROI, graduates/programs counts, and AI-exposure detail. Accepts a plain name and will slugify it; use list_majors to discover exact slugs.
| Name | Type | Req | Description |
|---|---|---|---|
| slug | string | yes | Major slug or name, e.g. 'computer-science' or 'Computer Science'. |
No output schema declared.
No examples provided.
list_majors List majors by lifetime ROI ~151
List bachelor's-degree majors (19 broad categories and/or 115 CIP subfields) with lifetime-ROI stats: median/mean lifetime ROI (USD), % of programs that never break even, median break-even age, and AI-exposure band. Returns compact rows sorted by the chosen field. Use the returned slug with get_major for full detail.
| Name | Type | Req | Description |
|---|---|---|---|
| kind | string | — | Filter to broad categories (19), CIP subfields (115), or all 134. |
| limit | integer | — | Max rows returned. |
| parent | string | — | Only subfields of this category slug, e.g. 'engineering'. |
| sort_by | string | — | Sort field. ROI sorts are descending; name ascending. |
No output schema declared.
No examples provided.
out_of_state_penalty Out-of-state tuition penalty ranking ~84
U.S. public four-year colleges ranked by the out-of-state penalty: how much 30-year NPV a non-resident gives up versus a resident at the same school. Includes both NPVs and both tuition figures per row.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | — | Max rows returned (77 total). |
| state | string | — | Filter to one state's public colleges. |
No output schema declared.
No examples provided.
search_colleges Search colleges by name/state ~149
Search the 500 largest-coverage U.S. four-year colleges that clear the positive-NPV envelope. Each row: 30-year NPV at resident and non-resident pricing, total cost of attendance, median earnings 10 years after entry, and break-even age. Filter by name substring, state, and control; sorted by resident NPV descending unless overridden. Use the returned slug with get_college.
| Name | Type | Req | Description |
|---|---|---|---|
| control | string | — | — |
| limit | integer | — | Max rows returned. |
| query | string | — | Case-insensitive substring of the college name. |
| sort_by | string | — | — |
| state | string | — | Two-letter state code, e.g. 'MI'. |
No output schema declared.
No examples provided.