io.github.gabrielmahia/kazi-mcp
kazi-mcp
Kenya labour market MCP: job matching, wage benchmarks, skills gap, Employment Act rights. Demo.
alive probed 2026-10-14
6tools
2.2ktokens in Claude Opus 5.5
2.3ktokens in Claude Code
1.1 %of a 200k context window
1.3ko200k_base estimate
8.8 sto initialize
531 msto list tools
- Run it
- uvx kazi-mcp==0.1.7 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- kazi-mcp 4.1.0
- Capabilities
- logging, prompts, resources, tools
- Instructions
- 48 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-14. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/gabrielmahia/kazi-mcp
- Registry
- active, updated 2026-10-14 · registry entry
- Reachable
- 1 of the last 1 probe
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| contract_template | 280 | 22 % |
| informal_sector_registry | 253 | 20 % |
| wage_benchmark | 217 | 17 % |
| job_match | 210 | 16 % |
| skills_gap_analysis | 190 | 15 % |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.gabrielmahia/kazi-mcp)
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.