KenyaMCPServer

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Compatible with claude-sonnet-5 (released 2026-06-30) — Anthropic's most agentic Sonnet yet. Runs multi-step tool chains end-to-end without stopping short. Install: pip install civic-agent-kit · Use with any MCP client.

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The unified Python toolkit for building civic AI tools in East Africa. One install gives you access to Kenya's parliament records, county budgets, NDMA drought data, M-Pesa payments, and both MCP and A2A protocol integrations.

PyPI License: MIT MCP A2A

Install

pip install civic-agent-kit

What's included

from civic_agent_kit import (
    # Data loaders — Kenya's public civic datasets
    KenyaBudgetData,       # Controller of Budget — 47 counties
    KenyaParliamentData,   # MPs, bills, CDF — 13th Parliament
    KenyaSACCOData,        # SASRA SACCO registry
    KenyaDroughtData,      # NDMA drought phases

    # Agents
    BudgetAgent,           # County budget analysis (CrewAI)
    RightsAgent,           # Constitutional rights Q&A (EN/SW)
    DroughtAgent,          # Drought + SMS alert agent

    # Protocols
    KenyaMCPServer,        # MCP server — wraps all Kenya data as MCP tools
    KenyaA2AServer,        # A2A server — Kenya civic skills for agent-to-agent

    # Utils
    KenyaCounties,         # All 47 county codes + names
    KiswahiliTranslator,   # Simple civic term translations EN↔SW
)

Quick examples

Load county budget data:

from civic_agent_kit import KenyaBudgetData

budgets = KenyaBudgetData.load()
low_absorption = budgets[budgets['absorption_rate'] < 0.5]
print(low_absorption[['county', 'allocation_kes_m', 'absorption_rate']])

Serve Kenya civic data as an A2A agent:

from civic_agent_kit import KenyaA2AServer

server = KenyaA2AServer(host="http://localhost:8000")
server.run()  # exposes /.well-known/agent.json + JSON-RPC endpoint

Serve as an MCP server:

from civic_agent_kit import KenyaMCPServer

# Run alongside mpesa-mcp for full East African AI stack
server = KenyaMCPServer()
server.run()

Ask a rights question in Kiswahili:

from civic_agent_kit import RightsAgent

agent = RightsAgent(language="sw")
answer = agent.ask("Haki yangu ya ardhi ni nini?")
print(answer)
# → "Kifungu 40: Kila mtu ana haki ya kupata na kumiliki mali..."

The East African AI Stack

                    ┌─────────────────────────────────────┐
                    │         Your AI Agent                │
                    └─────────────┬───────────────────────┘
                                  │
               ┌──────────────────┴──────────────────────┐
               │                                          │
        ┌──────▼──────┐                          ┌───────▼──────┐
        │   MCP Layer  │                          │  A2A Layer   │
        │  (tools)     │                          │  (agents)    │
        └──────┬───────┘                          └───────┬──────┘
               │                                          │
     ┌─────────┴──────────┐                   ┌──────────┴─────────┐
     │                    │                   │                     │
┌────▼────┐        ┌──────▼─────┐     ┌───────▼────┐       ┌──────▼──────┐
│mpesa-mcp│        │KenyaMCP    │     │kenya-a2a   │       │CivicAgent   │
│payments │        │civic data  │     │parliament  │       │Kit agents   │
│SMS      │        │budgets     │     │budgets     │       │budget/rights│
│airtime  │        │parliament  │     │drought     │       │drought      │
└─────────┘        └────────────┘     │rights EN/SW│       └─────────────┘
                                      └────────────┘

Data

All data from the Kenya Civic Datasets (CC BY-SA 4.0):

• Kaggle: gmahia/kenya-civic-data — DOI: 10.34740/kaggle/dsv/15473045
• HuggingFace: gmahia/kenya-civic-data — DOI: 10.57967/hf/8223

Related packages

Package	Description	PyPI
mpesa-mcp	M-Pesa + Africa's Talking MCP server	PyPI
civic-agent-kit	This package	PyPI

Full portfolio

13 deployed civic apps: gabrielmahia.github.io

IP & Collaboration

© 2026 Gabriel Mahia · [email protected] License: MIT

Protocol Coverage — Complete Stack

civic-agent-kit now supports all four major AI agent protocols for East Africa:

Protocol	What it does	Implementation
MCP	Agent → Tool	mpesa-mcp, wapimaji-mcp
A2A	Agent → Agent	kenya-a2a
Google ADK	Agent orchestration	kenya-adk
AG-UI	Agent → Frontend	kenya-agui

Each protocol layer above was implemented within weeks of its global release — because the coordination gaps these tools address don't wait for tooling maturity.

from civic_agent_kit import CivicAgentKit

# Full protocol stack
kit = CivicAgentKit(
    mcp_servers=["mpesa-mcp", "wapimaji-mcp"],  # MCP
    a2a_registry="kenya-a2a",                    # A2A
    agui_server="kenya-agui",                    # AG-UI
    adk_config="kenya-adk",                      # Google ADK
)

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.