io.github.cyanheads/college-scorecard-mcp-server
college-scorecard-mcp-server
Search, compare, and analyze U.S. college data — costs, earnings, programs, and outcomes.
alive probed 2026-10-15 · HTTP 200
9tools
6.2ktokens in Claude Opus 5.5
6.3ktokens in Claude Code
3.1 %of a 200k context window
3.5ko200k_base estimate
730 msto initialize
236 msto list tools
- Endpoint
- https://college-scorecard.caseyjhand.com/mcp (streamable-http)
- Host
- college-scorecard.caseyjhand.com
- Protocol
- 2025-11-25
- Reports itself as
- college-scorecard-mcp-server 0.4.0
- Capabilities
- logging, prompts, resources, tools
- Instructions
- 659 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-14. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/cyanheads/college-scorecard-mcp-server
- Registry
- active, updated 2026-10-14 · registry entry
- Reachable
- 3 of the last 3 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| scorecard_search_schools | 778 | 22 % |
| scorecard_search_programs | 537 | 15 % |
| scorecard_get_school | 460 | 13 % |
| scorecard_get_programs | 426 | 12 % |
| scorecard_get_earnings | 362 | 10 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-15 10:33 | alive | 221 ms | 9 | 6.2k | 3.5k |
| 2026-10-14 18:55 | alive | 4.8 s | 9 | 6.2k | 3.5k |
| 2026-10-14 09:22 | alive | 730 ms | 9 | 6.1k | 3.4k |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.cyanheads/college-scorecard-mcp-server)
An entry for every probe that changed the result, the tool count or the token cost: Atom feed. Add it to a feed reader or a Slack RSS app to hear when the server stops answering or its tool set grows.