Kazi

kazi-mcp Glama score smithery badge

PyPI License: MIT

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

pip install kazi-mcp

Usage

kazi-mcp

Claude Desktop

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

Coordination Infrastructure Suite

Tool	Domain
mpesa-mcp	Payments
bima-mcp	Insurance
mkopo-mcp	Credit
soko-mcp	Markets
sifa-mcp	Reputation
kazi-mcp	Labor
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. Security reports: see SECURITY.md.

Part of the East Africa coordination stack

• Install & run: pip install reli-cli && reli list — 33 MCP servers on the official MCP Registry under io.github.gabrielmahia
• Evaluate any model on Swahili agent tasks: kipimo · dataset · leaderboard
• Coordinate across servers: africa-coord-bus — offline-first event bus with a built-in Kenya routing table
• Datasets: huggingface.co/gmahia · Docs hub: nairobi-stack

Model-agnostic by design: closed APIs, open-weight models, and small distilled models are all first-class citizens.