dev.afriref/reference-data
Afriref: cited government reference data
Cited official data: tax, VAT, CPI, policy rates, wages, holidays, FX. 128 countries+EU, 7 regions.
alive probed 2026-10-13 · HTTP 200
22tools
14ktokens in Claude Opus 5.5
14ktokens in Claude Code
6.9 %of a 200k context window
8.4ko200k_base estimate
2.7 sto initialize
1.1 sto list tools
- Endpoint
- https://afriref.dev/mcp (streamable-http)
- Host
- afriref.dev
- Protocol
- 2025-11-25
- Reports itself as
- afriref 1.0.0
- Capabilities
- prompts, resources, tools
- Instructions
- 1 143 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-13. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/3L-GroupConsulting/afriref-mcp
- Website
- https://afriref.dev
- Registry
- active, updated 2026-10-12 · registry entry
- Reachable
- 8 of the last 8 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| settlement_date | 669 | 8 % |
| compute_payroll | 613 | 7 % |
| compute_statutory_interest | 585 | 7 % |
| count_working_days | 499 | 6 % |
| get_filing_deadlines | 496 | 6 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-13 11:10 | alive | 2.1 s | 22 | 14k | 8.4k |
| 2026-10-09 11:13 | alive | 4.3 s | 16 | 10k | 6.2k |
| 2026-10-05 13:56 | alive | 2.7 s | 16 | 10k | 6.2k |
| 2026-10-05 00:24 | alive | 1.4 s | 16 | 6.2k | |
| 2026-10-04 10:00 | alive | 1.8 s | 16 | 6.2k | |
| 2026-10-04 07:53 | alive | 3.6 s | 16 | 6.2k | |
| 2026-10-03 20:33 | alive | 2.1 s | 16 | 6.2k | |
| 2026-10-03 17:50 | alive | 2.1 s | 16 | 6.2k |
Badge and feed
[](https://mcpcost.ulehla.dev/s/dev.afriref/reference-data)
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.