co.brightkey/education-data
mcp-typescript server on vercel
co.brightkey/education-data costs 838 tokens of context per session. It has 8 tool definitions. That is 0.4 % of a 200k window. Measured 2026-10-03.
Bilingual (EN+ZH) education data: 299 universities, 234 intl schools, degree-ROI, sourced answers.
alive probed 2026-10-03 · HTTP 200
8tools
838tokens for the tool definitions
0.4 %of a 200k context window
2.1 sto initialize
119 msto list tools
- Endpoint
- https://brightkey.co/api/mcp (streamable-http)
- Host
- brightkey.co
- Protocol
- 2025-11-25
- Reports itself as
- mcp-typescript server on vercel 0.1.0
- Capabilities
- tools
- Instructions
- none
- Website
- https://brightkey.co
- Registry
- active, updated 2026-07-27 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| degree_roi | 121 | 14 % |
| list_universities | 118 | 14 % |
| get_university_profile | 115 | 14 % |
| match_schools | 115 | 14 % |
| compare_universities | 112 | 13 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Tokens |
|---|---|---|---|---|
| 2026-10-03 20:28 | alive | 2.1 s | 8 | 838 |
| 2026-10-03 17:46 | alive | 882 ms | 8 | 838 |
Badge
[](https://mcp-pulse.ulehla.dev/s/co.brightkey/education-data)