MCP 服务器

KenyaMCPServer

Provides access to Kenya's civic datasets including parliament records, county budgets, SACCO registry, and drought data through MCP tools. Enables AI agents to analyze and query Kenyan public data for civic applications.

README

🛠️ CivicAgentKit — East African Civic AI SDK

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.

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│       └─────────────┘
                                      └────────────┘