io.github.The-825/counselorai
CounselorAI
College-access writing and financial-aid analysis tools for counselors, students, and families.
alive probed 2026-10-07 · HTTP 200
13tools
6.3ktokens in Claude Opus 5.5
6.5ktokens in Claude Code
3.2 %of a 200k context window
3.8ko200k_base estimate
1.1 sto initialize
742 msto list tools
- Endpoint
- https://api.counselorai.app/mcp (streamable-http)
- Host
- api.counselorai.app
- Protocol
- 2025-11-25
- Reports itself as
- counselorai 1.2.0
- Capabilities
- tools
- Instructions
- 239 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-07. Counted again when the tool definitions change. Method.
- Website
- https://counselorai.app
- Registry
- active, updated 2026-09-02 · registry entry
- Reachable
- 7 of the last 7 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| appeal | 597 | 16 % |
| rec | 539 | 14 % |
| fafsa | 407 | 11 % |
| profile | 356 | 9 % |
| scholarship | 334 | 9 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-07 11:09 | alive | 1.9 s | 13 | 6.3k | 3.8k |
| 2026-10-05 14:28 | alive | 1.1 s | 13 | 6.3k | 3.8k |
| 2026-10-05 00:31 | alive | 254 ms | 13 | 3.8k | |
| 2026-10-04 10:03 | alive | 1.4 s | 13 | 3.8k | |
| 2026-10-04 07:56 | alive | 1.4 s | 13 | 3.8k | |
| 2026-10-03 20:36 | alive | 1.2 s | 13 | 3.8k | |
| 2026-10-03 17:52 | alive | 984 ms | 13 | 3.8k |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.The-825/counselorai)
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.