io.github.CloudCorpRecords/degreeroi
OCI · GHCR.IO/CLOUDCORPRECORDS/DEGREEROI · 2 COMPONENTS
U.S. college ROI data: 30-year NPV for 500 colleges, lifetime ROI for majors, best-value rankings.
Available components
Last scanned (12 hours ago)
Scores higher than 41% of OCI servers
Category Education and Research
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 → Why this is hard to score →
Supply Chain Security0
- No malware scan is available for this kind of package: the supply-chain vendors we use do not cover it. This is a permanent gap in our coverage, not a finding about the package.Unverified
- Known CVEs could not be checked: this artifact ships no SBOM or dependency manifest, so there is no dependency list to read.Unverified
- Install-script risk not yet assessed.Unverified
- Dependency health could not be checked: this artifact ships no SBOM or dependency manifest, so there is no dependency list to read.Unverified
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 1 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability69
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 448 tokens (~64/item across 7 items; 7 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management3
- Stability observed for 1 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 7 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 7 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Unverified: 1 category
A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.
Checks we ran (12)
- Source repository
- Provenance
- License
- Maintenance
- Security disclosure
- Schema quality
- Stability
- Tool coverage
- Injection markers
- Destructive annotations
- Judged manipulation
- MCP protocol
Checks we could not complete (4)
These are gaps on our side, not findings about this package. We only credit what we can confirm, so a category made up entirely of them scores 0.
- Malware scan in Supply Chain Security (scores 0 for this)No malware scan is available for this kind of package: the supply-chain vendors we use do not cover it. This is a permanent gap in our coverage, not a finding about the package.
- Known CVEs in Supply Chain Security (scores 0 for this)Known CVEs could not be checked: this artifact ships no SBOM or dependency manifest, so there is no dependency list to read.
- Install scripts in Supply Chain Security (scores 0 for this)Install-script risk not yet assessed.
- Dependency health in Supply Chain Security (scores 0 for this)Dependency health could not be checked: this artifact ships no SBOM or dependency manifest, so there is no dependency list to read.
Does not apply to this package (2)
- Endpoint SecurityScored on hosted endpoints only. A package has no live endpoint of its own for us to probe.
- Transport & ReachabilityScored on hosted endpoints only. A package has no live endpoint of its own for us to probe.
The score does not measure everything. What the score does not measure →
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.
- 5 Nov 26 +1
- Security disclosure: unverified → fail ▼ functional
- 4 Nov 26 39
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 5 Nov 2026 · Analysed oci/ghcr.io/cloudcorprecords/degreeroi@0.1.0
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | oci |
| Reason | No attestation published |
Background: How many MCP packages publish verified provenance →
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. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
best_value_colleges ~65
Best-value four-year colleges at resident pricing: top picks per state, or a nationwide top-pick summary when no state is given.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | Maximum number of results to return (optional). |
| state | string | – | US state code or name filter. |
No output schema declared.
No examples provided.
get_api_info ~29
Metadata for the underlying LE TEEN College ROI API: endpoints, licence, dataset DOI and attribution.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
get_college ~50
Full record for one college, including IPEDS unitid and FREOPP coverage. A college absent from the positive-NPV envelope returns not found.
| Name | Type | Req | Description |
|---|---|---|---|
| college | string | yes | College name (optional). |
No output schema declared.
No examples provided.
get_major ~45
Full record for one major: ROI distribution, completion-adjusted and dropout ROI, graduates and programs, and AI-exposure detail.
| Name | Type | Req | Description |
|---|---|---|---|
| major | string | yes | College major (optional). |
No output schema declared.
No examples provided.
list_majors ~100
List majors with compact lifetime ROI rows: median and mean ROI, share that never break even, break-even age and AI-exposure band. Filter by kind or parent, sort and limit.
| Name | Type | Req | Description |
|---|---|---|---|
| kind | string | – | The kind for this call. |
| limit | integer | – | Maximum number of results to return (optional). |
| parent | string | – | Parent identifier (optional). |
| sort | string | – | Sort order for the results (optional). |
No output schema declared.
No examples provided.
out_of_state_penalty ~62
Public four-year colleges ranked by the 30-year NPV a non-resident gives up compared with a resident.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | Maximum number of results to return (optional). |
| state | string | – | US state code or name filter. |
No output schema declared.
No examples provided.
search_colleges ~97
Search the 500 positive-NPV colleges by name, state or control, with resident and non-resident 30-year NPV, cost of attendance, median earnings and break-even age.
| Name | Type | Req | Description |
|---|---|---|---|
| control | string | – | NIST control identifier. |
| limit | integer | – | Maximum number of results to return (optional). |
| name | string | – | Name for this call. |
| state | string | – | US state code or name filter. |
No output schema declared.
No examples provided.
How do I install the io.github.CloudCorpRecords/degreeroi MCP server?
io.github.CloudCorpRecords/degreeroi runs locally as a container image, launched with docker run --rm -i ghcr.io/cloudcorprecords/degreeroi:0.1.0 mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 3 more is on this page, copied from each client's own documentation.
oci · ghcr.io/cloudcorprecords/degreeroi
claude mcp add cloudcorprecords-degreeroi -- docker run --rm -i ghcr.io/cloudcorprecords/degreeroi:0.1.0 mcp
What is the io.github.CloudCorpRecords/degreeroi MCP server?
io.github.CloudCorpRecords/degreeroi is an MCP server listed in the public MCP registry as io.github.CloudCorpRecords/degreeroi. U.S. college ROI data: 30-year NPV for 500 colleges, lifetime ROI for majors, best-value rankings. This page covers its container image (ghcr.io/cloudcorprecords/degreeroi).
Is the io.github.CloudCorpRecords/degreeroi MCP server safe to use?
io.github.CloudCorpRecords/degreeroi scores 40 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the io.github.CloudCorpRecords/degreeroi MCP server expose?
io.github.CloudCorpRecords/degreeroi exposes 7 tools: list_majors, get_major, search_colleges, get_college, best_value_colleges, and 2 more. Their descriptions and schemas cost roughly 448 tokens of context every time the server is loaded.
Is the io.github.CloudCorpRecords/degreeroi MCP server still maintained?
io.github.CloudCorpRecords/degreeroi is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the io.github.CloudCorpRecords/degreeroi MCP server under?
io.github.CloudCorpRecords/degreeroi declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.
What did VerifyMCP test on the io.github.CloudCorpRecords/degreeroi MCP server?
VerifyMCP ran 12 checks on io.github.CloudCorpRecords/degreeroi, covering Source repository, Provenance, License, Maintenance and 8 more. 4 items could not be completed, a gap on our side rather than a finding about io.github.CloudCorpRecords/degreeroi: Malware scan, Known CVEs, Install scripts and Dependency health. One category scores 0 for that reason, because we only credit what we can confirm. Endpoint Security and Transport & Reachability do not apply to a container image, so they were not tested. The score does not measure everything, and the scoring documentation lists what it leaves out.