College Scorecard Mcp
io.github.mrfentmenPublished by GitHub account mrfentmenv1.0.1Updated Oct 24, 2026
US college data from the College Scorecard API. No key required.
The publisher's own server: Scorecard
Overview
Local MCP server that gives an assistant access to US college data from the College Scorecard API, with no API key required.
- What you can do
- Retrieve US college data from the College Scorecard API.
- Look up information about US colleges and universities through the assistant's queries.
- No tool list is published, so the exact queries and fields available are not documented.
- When to use it
- Useful when you want an assistant to answer questions about US colleges and universities using official College Scorecard data, without setting up an API key.
- Requirements
- Runs as a local process on the user's machine, installed from the npm package college-scorecard-mcp over stdio. Node.js is needed for the npm package. No environment variables, headers or authentication are declared; network access to the College Scorecard API is implied.
Installation
In SourceWeft
- Open College Scorecard Mcp in the dashboard and add it to a workspace.
- Enable the server for the chats that should use its tools.
Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.
Other MCP clients
Follow the launch instructions in the repository.
README
This repository has no README.
Tools
0Version history
1- v1.0.1LatestSep 22, 2026
Score
25% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
- Reached in the last 30 days25 pts
Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.
- Auth declared10 pts
Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.
- Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
- DescriptionRequired15 pts
- Logo10 pts
- Documentation15 pts
Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.
- License10 pts
Declare a license in the repository or the registry entry.
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