{
  "markdown": "# kazi-mcp\n<!-- mcp-name: io.github.gabrielmahia/kazi-mcp -->\n\n[![kazi-mcp Glama score](https://glama.ai/mcp/servers/gabrielmahia/kazi-mcp/badges/score.svg)](https://glama.ai/mcp/servers/gabrielmahia/kazi-mcp)\n[![smithery badge](https://smithery.ai/badge/@gabrielmahia/kazi-mcp)](https://smithery.ai/server/@gabrielmahia/kazi-mcp)\n\n\n[![PyPI](https://img.shields.io/pypi/v/kazi-mcp)](https://pypi.org/project/kazi-mcp/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)\n\nMCP server for Kenya labor market coordination — job matching, wage benchmarks,\nskills gap analysis, informal sector registration, contract templates, and Kenya\nEmployment Act rights. Part of the East Africa coordination infrastructure suite.\n\n**kazi** (Kiswahili) = work, job, task\n\n## Tools (6)\n\n| Tool | Description |\n|------|-------------|\n| `job_match` | Match worker skills to available job categories |\n| `wage_benchmark` | Monthly wage ranges (entry/mid/senior) by job and county |\n| `skills_gap_analysis` | Gap analysis + training pathways for target roles |\n| `informal_sector_registry` | Register/lookup jua kali and informal workers |\n| `contract_template` | Employment Act 2007-aligned contract templates |\n| `labor_rights_query` | Kenya Employment Act rights by topic |\n\n> **All data is DEMO (synthetic estimates).**\n\n## Installation\n\n```bash\npip install kazi-mcp\n```\n\n## Usage\n\n```bash\nkazi-mcp\n```\n\n### Claude Desktop\n\n```json\n{\n  \"mcpServers\": {\n    \"kazi-mcp\": {\n      \"command\": \"kazi-mcp\"\n    }\n  }\n}\n```\n\n## Coordination Infrastructure Suite\n\n| Tool | Domain |\n|------|--------|\n| [mpesa-mcp](https://github.com/gabrielmahia/mpesa-mcp) | Payments |\n| [bima-mcp](https://github.com/gabrielmahia/bima-mcp) | Insurance |\n| [mkopo-mcp](https://github.com/gabrielmahia/mkopo-mcp) | Credit |\n| [soko-mcp](https://github.com/gabrielmahia/soko-mcp) | Markets |\n| [sifa-mcp](https://github.com/gabrielmahia/sifa-mcp) | Reputation |\n| **kazi-mcp** | **Labor** |\n| [wapimaji-mcp](https://github.com/gabrielmahia/wapimaji-mcp) | Water/Drought |\n\n## License — MIT\n\n> Not legal advice. All data is synthetic demonstration data only.\n\n## IP & Collaboration\n\nMIT 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).\n\n<!-- interconnect:v1 -->\n## Part of the East Africa coordination stack\n\n- **Install & run:** `pip install reli-cli && reli list` — 33 MCP servers on the [official MCP Registry](https://registry.modelcontextprotocol.io) under `io.github.gabrielmahia`\n- **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)\n- **Coordinate across servers:** [africa-coord-bus](https://pypi.org/project/africa-coord-bus/) — offline-first event bus with a built-in Kenya routing table\n- **Datasets:** [huggingface.co/gmahia](https://huggingface.co/gmahia) · **Docs hub:** [nairobi-stack](https://github.com/gabrielmahia/nairobi-stack)\n\nModel-agnostic by design: closed APIs, open-weight models, and small distilled models are all first-class citizens.\n<!-- /interconnect:v1 -->\n",
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  "sha": "67279e1235158ecce2e35adf5d8db4502980042f227cdd338b8a12a42333f017",
  "repo_slug": "gabrielmahia/kazi-mcp",
  "fonte": "repo",
  "truncated": false,
  "api": "https://agentalog.com/api/listings/mcp_io_github_gabrielmahia_kazi_mcp_ae6bca79/readme"
}