io.github.gabrielmahia/kazi-mcp

Official

by gabrielmahia · Python

Kenya labour market MCP: job matching, wage benchmarks, skills gap, Employment Act rights. Demo.

Kazi MCP — Model Context Protocol Server for Jobs and Employment Coordination

This MCP server (io.github.gabrielmahia/kazi-mcp) coordinates Kenya labor market information using Model Context Protocol. Its description specifies jobs and employment coordination in East Africa, with kazi meaning work. The provided excerpt indicates support for job matching, wage benchmarks, and skills gap analysis.

🛠️ Key Features

Job matching
Wage benchmarks
Skills gap analysis

🚀 Use Cases

Coordinating job-related information for the Kenya labor market
Supporting labor market analysis around skills gaps
Comparing wages using benchmark data

⚡ Developer Benefits

Implements Model Context Protocol for AI agent integrations
Published as open-source (MIT license indicated)

⚠️ Limitations

Coverage described as Kenya labor market coordination / East Africa employment coordination

Topics

africaemploymentkenyamcpdata-sovereigntyglobal-southjobslabourmodel-context-protocolai-agentseast-africaopen-sourceswahili

README.md3 KBView on GitHub

kazi-mcp

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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	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 — the 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.

Install

Add to VS Code Add to Cursor

claude_desktop_config.json