# kazi-mcp
<!-- mcp-name: io.github.gabrielmahia/kazi-mcp -->

[![kazi-mcp Glama score](https://glama.ai/mcp/servers/gabrielmahia/kazi-mcp/badges/score.svg)](https://glama.ai/mcp/servers/gabrielmahia/kazi-mcp)
[![smithery badge](https://smithery.ai/badge/@gabrielmahia/kazi-mcp)](https://smithery.ai/server/@gabrielmahia/kazi-mcp)


[![PyPI](https://img.shields.io/pypi/v/kazi-mcp)](https://pypi.org/project/kazi-mcp/)
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)

MCP server for Kenya labor market coordination — job matching, wage benchmarks,
skills gap analysis, informal sector registration, contract templates, and Kenya
Employment Act rights. Part of the East Africa coordination infrastructure suite.

**kazi** (Kiswahili) = work, job, task

## Tools (6)

| Tool | Description |
|------|-------------|
| `job_match` | Match worker skills to available job categories |
| `wage_benchmark` | Monthly wage ranges (entry/mid/senior) by job and county |
| `skills_gap_analysis` | Gap analysis + training pathways for target roles |
| `informal_sector_registry` | Register/lookup jua kali and informal workers |
| `contract_template` | Employment Act 2007-aligned contract templates |
| `labor_rights_query` | Kenya Employment Act rights by topic |

> **All data is DEMO (synthetic estimates).**

## Installation

```bash
pip install kazi-mcp
```

## Usage

```bash
kazi-mcp
```

### Claude Desktop

```json
{
  "mcpServers": {
    "kazi-mcp": {
      "command": "kazi-mcp"
    }
  }
}
```

## Coordination Infrastructure Suite

| Tool | Domain |
|------|--------|
| [mpesa-mcp](https://github.com/gabrielmahia/mpesa-mcp) | Payments |
| [bima-mcp](https://github.com/gabrielmahia/bima-mcp) | Insurance |
| [mkopo-mcp](https://github.com/gabrielmahia/mkopo-mcp) | Credit |
| [soko-mcp](https://github.com/gabrielmahia/soko-mcp) | Markets |
| [sifa-mcp](https://github.com/gabrielmahia/sifa-mcp) | Reputation |
| **kazi-mcp** | **Labor** |
| [wapimaji-mcp](https://github.com/gabrielmahia/wapimaji-mcp) | Water/Drought |

## License — MIT

> Not legal advice. All data is synthetic demonstration data only.

## IP & Collaboration

MIT licensed. Feedback via GitHub Issues only — pull requests are not accepted. Demo data is labeled DEMO and is not suitable for operational decisions. Full policy: [docs/architecture/IP_POLICY.md](docs/architecture/IP_POLICY.md). Security reports: see [SECURITY.md](SECURITY.md).

<!-- interconnect:v1 -->
## Part of the East Africa coordination stack

- **Install & run:** `pip install reli-cli && reli list` — 33 MCP servers on the [official MCP Registry](https://registry.modelcontextprotocol.io) under `io.github.gabrielmahia`
- **Evaluate any model on Swahili agent tasks:** [kipimo](https://github.com/gabrielmahia/kipimo) · [dataset](https://huggingface.co/datasets/gmahia/kipimo) · [leaderboard](https://huggingface.co/spaces/gmahia/kipimo-leaderboard)
- **Coordinate across servers:** [africa-coord-bus](https://pypi.org/project/africa-coord-bus/) — offline-first event bus with a built-in Kenya routing table
- **Datasets:** [huggingface.co/gmahia](https://huggingface.co/gmahia) · **Docs hub:** [nairobi-stack](https://github.com/gabrielmahia/nairobi-stack)

Model-agnostic by design: closed APIs, open-weight models, and small distilled models are all first-class citizens.
<!-- /interconnect:v1 -->