Kazi Mcp

io.github.gabrielmahiaPublished by GitHub account gabrielmahiav0.1.13Updated Nov 7, 2026

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

VerifiedSTDIODesktop onlyData & AnalyticsBusiness & Commerce

Overview

AI-generated overview

Local MCP server for Kenya labour market tasks: job matching, wage benchmarks, skills-gap analysis, contract templates and Employment Act rights, mostly on…

What you can do
  • Match worker skills to job categories and analyse skills gaps with training pathways
  • Look up monthly wage ranges by job and county, and query Kenya Employment Act rights by topic
  • Generate Employment Act 2007-aligned contract templates
  • Register and look up informal-sector (jua kali) workers
  • Retrieve Kenya unemployment, youth unemployment and participation indicators by year from the World Bank
When to use it
Useful when exploring Kenyan hiring, pay and labour-rights questions, or when prototyping HR and workforce workflows for Kenya. Treat it as a demonstration and orientation aid rather than a source for real staffing or pay decisions.
Requirements
Python package installed locally (pip install kazi-mcp) and launched as a stdio process, for example from Claude Desktop. No accounts, API keys or environment variables are declared. The labour indicators tool needs network access to the World Bank; other tools work offline.
Before you install
The README states all data is DEMO (synthetic estimates) and not suitable for operational decisions, so do not rely on it for real wages, contracts or legal advice. The informal-sector registry tool registers and looks up worker records, which may involve personal data. The labour indicators tool sends requests to an external service and returns an error rather than a number when it fails.

Installation

In SourceWeft

  1. Open Kazi Mcp in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

kazi-mcp

[kazi-mcp Glama score]

[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 (7)

ToolDescription
job_matchMatch worker skills to available job categories
wage_benchmarkMonthly wage ranges (entry/mid/senior) by job and county
skills_gap_analysisGap analysis + training pathways for target roles
informal_sector_registryRegister/lookup jua kali and informal workers
contract_templateEmployment Act 2007-aligned contract templates
labor_rights_queryKenya Employment Act rights by topic
kenya_labour_indicatorsKenya unemployment, youth unemployment and participation by year, from the World Bank

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

ToolDomain
mpesa-mcpPayments
bima-mcpInsurance
mkopo-mcpCredit
soko-mcpMarkets
sifa-mcpReputation
kazi-mcpLabor
wapimaji-mcpWater/Drought

License — MIT

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

Live data

  • kenya_labour_indicators: Kenya's unemployment, youth unemployment and labour force participation by year, from the World Bank (modelled ILO estimates, CC BY 4.0).

Each live answer names its source, attribution and retrieval time; if a service does not answer, the tool returns an error instead of a number. The other tools are unchanged.

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

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

Source: README.md at commit 53fa5c5

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

11
  1. v0.1.13LatestNov 7, 2026
  2. v0.1.12Nov 5, 2026
  3. v0.1.11Nov 3, 2026
  4. v0.1.10Oct 23, 2026
  5. v0.1.9Oct 21, 2026
  6. v0.1.8Oct 17, 2026
  7. v0.1.7Oct 14, 2026
  8. v0.1.6Oct 13, 2026
  9. v0.1.5Oct 8, 2026
  10. v0.1.4Oct 6, 2026
  11. v0.1.3Sep 16, 2026

Score

50% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts