Indonesia Civic Stack MCP Server

🇮🇩 indonesia-civic-stack

Production-ready scrapers, normalizers, and API wrappers for Indonesian government data sources.

The infrastructure layer beneath halalkah.id, legalkah.id, and a public good for the Indonesian civic tech and developer community.

---

Why

Indonesian public data is nominally open but practically inaccessible. Every developer building civic tooling re-solves the same scraping problems independently: BPOM product registrations, BPJPH halal certificates, AHU company records. Scrapers bit-rot within months as portals change. There is no shared, maintained layer.

This repo is that layer. One pip install to query Indonesian government portals — no more bespoke scrapers.

AI-Agent First

This SDK is designed for both humans and AI agents:

• 🤖 46 MCP tools — plug into Claude, GPT, or any MCP-compatible agent
• 📋 SKILL.md — AI agent skill discovery (AgentSkills format)
• 🧑‍💻 AGENTS.md — architecture guide for coding agents (Claude Code, Codex, Cursor)
• 📝 CLAUDE.md — Claude Code-specific instructions
• ✅ Typed responses — CivicStackResponse envelope, never raw dicts
• 🔁 Consistent patterns — every module follows the same contract

---

Architecture

graph TB
    subgraph "Your App"
        A[halalkah.id] 
        B[legalkah.id]
        C[Your Project]
    end

    subgraph "civic-stack"
        SDK[Python SDK]
        MCP[MCP Servers]
        API[REST API]
        
        subgraph "Shared Layer"
            SC[shared/schema.py<br/>CivicStackResponse]
            HC[shared/http.py<br/>Rate limiting · Retries · Proxy]
        end

        subgraph "Phase 1"
            BPOM[bpom<br/>Food & Drug]
            BPJPH[bpjph<br/>Halal Certs]
            AHU[ahu<br/>Company Registry]
        end

        subgraph "Phase 2"
            OJK[ojk<br/>Financial Licenses]
            OSS[oss_nib<br/>Business ID]
            LPSE[lpse<br/>Procurement]
            KPU[kpu<br/>Elections]
        end

        subgraph "Phase 3"
            LHKPN[lhkpn<br/>Wealth Declarations]
            BPS[bps<br/>Statistics]
            BMKG[bmkg<br/>Weather & Disasters]
            SIMBG[simbg<br/>Building Permits]
        end
    end

    subgraph "Government Portals"
        P1[cekbpom.pom.go.id]
        P2[sertifikasi.halal.go.id]
        P3[ahu.go.id]
        P4[ojk.go.id]
        P5[oss.go.id]
        P6[lpse.*.go.id]
        P7[infopemilu.kpu.go.id]
        P8[elhkpn.kpk.go.id]
        P9[webapi.bps.go.id]
        P10[data.bmkg.go.id]
        P11[simbg.pu.go.id]
    end

    A & B & C --> SDK & MCP & API
    SDK & MCP & API --> SC
    SC --> BPOM & BPJPH & AHU & OJK & OSS & LPSE & KPU & LHKPN & BPS & BMKG & SIMBG
    BPOM & BPJPH & AHU & OJK & OSS & LPSE & KPU & LHKPN & BPS & BMKG & SIMBG --> HC
    BPOM --> P1
    BPJPH --> P2
    AHU --> P3
    OJK --> P4
    OSS --> P5
    LPSE --> P6
    KPU --> P7
    LHKPN --> P8
    BPS --> P9
    BMKG --> P10
    SIMBG --> P11

---

Request Flow

sequenceDiagram
    participant App as Your App
    participant SDK as Civic SDK
    participant HTTP as shared/http.py
    participant Proxy as Proxy (optional)
    participant Portal as Gov Portal

    App->>SDK: search("paracetamol")
    SDK->>HTTP: civic_client(proxy_url)
    Note over HTTP: Auto-reads PROXY_URL<br/>from environment
    alt rewrite mode (CF Worker)
        HTTP->>Proxy: GET ?url=encoded_target
        Proxy->>Portal: Forwarded request
        Portal-->>Proxy: HTML/JSON response
        Proxy-->>HTTP: Response
    else connect mode (SOCKS/HTTP)
        HTTP->>Proxy: CONNECT tunnel
        Proxy->>Portal: Proxied request
        Portal-->>HTTP: Response
    else no proxy
        HTTP->>Portal: Direct request
        Portal-->>HTTP: Response
    end
    HTTP-->>SDK: httpx.Response
    SDK->>SDK: Parse + Normalize
    SDK-->>App: CivicStackResponse

---

Module Status

🌐 = works globally   🇮🇩 = requires Indonesian proxy (set PROXY_URL)

Every module returns the same CivicStackResponse envelope — swap data sources without touching application logic.

Module Maturity

---

Quick Start

Install

pip install indonesia-civic-stack          # Core SDK
pip install "indonesia-civic-stack[mcp]"   # + MCP server (40 tools)
pip install "indonesia-civic-stack[api]"   # + REST API (FastAPI + uvicorn)
pip install "indonesia-civic-stack[all]"   # Everything

Python SDK

import asyncio
from civic_stack.bpom.scraper import search as bpom_search
from civic_stack.bmkg.scraper import get_latest_earthquake

async def main():
    # Search BPOM product registry
    results = await bpom_search("paracetamol")
    for r in results:
        if r.found:
            print(r.result)

    # Get latest earthquake
    eq = await get_latest_earthquake()
    print(eq.result)  # {'date': '...', 'magnitude': '5.2', ...}

asyncio.run(main())

MCP Server (for AI agents)

All 14 modules expose 46 MCP tools for use with Claude, GPT, or any MCP-compatible agent.

# Install locally:
pip install "indonesia-civic-stack[mcp]"
claude mcp add civic-stack -- civic-stack-mcp

# Or deploy your own remote server (Railway one-click):
# See "Self-Hosted MCP Server" section below

MCP server classes support two init styles:

# Style 1: Explicit init
class BpomMCPServer(CivicStackMCPBase):
    def __init__(self):
        super().__init__("bpom")

# Style 2: Class attribute
class BmkgMCPServer(CivicStackMCPBase):
    module_name = "bmkg"

REST API

# Run all modules
uvicorn app:app --port 8000

# With API key auth (recommended)
CIVIC_API_KEY=your-secret-key uvicorn app:app --port 8000

# Individual module
uvicorn modules.bpom.app:app --port 8001

# With proxy
PROXY_URL=socks5://id-proxy:1080 uvicorn app:app --port 8000

# Endpoints
GET /bpom/check/MD123456789012
GET /bpom/search?q=paracetamol
GET /bpjph/check/BPJPH-12345
GET /ahu/search?q=PT+Contoh+Indonesia
GET /ojk/check?name=Bank+BCA
GET /kpu/candidate/search?q=Joko
GET /lhkpn/search?q=Anies          # ✅ reCAPTCHA v3 solved via Playwright
GET /bps/search?q=inflasi           # Requires BPS_API_KEY
GET /bmkg/weather?city=jakarta
GET /simbg/search?q=Jakarta+Selatan

---

Response Envelope

Every module returns CivicStackResponse:

{
  "result": {"product_name": "...", "registration_status": "ACTIVE"},
  "found": true,
  "status": "ACTIVE",
  "confidence": 1.0,
  "source_url": "https://cekbpom.pom.go.id/...",
  "fetched_at": "2026-03-14T06:30:00Z",
  "module": "bpom"
}

Status values: ACTIVE, EXPIRED, SUSPENDED, REVOKED, NOT_FOUND, ERROR.

When a module can't reach its portal or is missing configuration (e.g., BPS_API_KEY), it returns an error envelope instead of crashing:

{
  "result": null,
  "found": false,
  "status": "ERROR",
  "confidence": 0.0,
  "source_url": "https://webapi.bps.go.id",
  "module": "bps",
  "detail": "BPS_API_KEY not set. Register at https://webapi.bps.go.id/developer/register"
}

---

Module Internals

civic_stack/bpom/
├── __init__.py
├── app.py          # FastAPI application
├── normalizer.py   # Raw HTML/JSON → structured dict
├── router.py       # FastAPI routes
├── scraper.py      # fetch() + search() — core logic
├── server.py       # FastMCP MCP server
├── Dockerfile
└── README.md

The shared/ layer provides:

• schema.py — CivicStackResponse Pydantic model, status enum, helper constructors
• http.py — civic_client() factory with auto-proxy, rate limiter, exponential backoff retry, URL rewriting for CF Worker proxies
• mcp.py — CivicStackMCPBase abstract base class for MCP servers

---

Deployment Notes

Geo-blocking & Proxy Requirements

Most Indonesian government portals (*.go.id) restrict access to Indonesian IP addresses. If deploying outside Indonesia, you must set PROXY_URL to route requests through an Indonesian endpoint.

# Option 1: Indonesian VPS/SOCKS proxy (recommended for production)
export PROXY_URL="socks5://id-proxy.example.com:1080"
export PROXY_MODE="connect"

# Option 2: CF Worker proxy (free, but limited — see below)
export PROXY_URL="https://your-proxy.workers.dev"
# PROXY_MODE auto-detects "rewrite" for *.workers.dev

Without a proxy, expect: DNS resolution failures, connection timeouts, or HTTP 403/404 responses from most modules.

The SDK auto-reads PROXY_URL from environment — no code changes needed in scrapers or MCP servers.

Proxy Modes

Override auto-detection with PROXY_MODE=connect|rewrite.

CF Worker Proxy

A ready-to-deploy CF Worker proxy is included in proxy/. Deploy with:

cd proxy && npx wrangler deploy

⚠️ CF Worker limitation: Many .go.id portals are themselves behind Cloudflare. CF Workers making fetch() calls to other CF-protected origins receive 403/522 errors. This is a known Cloudflare limitation.

Verified through CF Worker proxy:

For production with CF-protected portals, use an Indonesian VPS with a SOCKS5/HTTP proxy and set PROXY_MODE=connect.

Geo-Restriction Test Results (March 2026)

Tested from three locations to map which portals enforce geo-blocking vs WAF:

Takeaway: An Indonesian proxy (e.g., CloudKilat Jakarta) unlocks OJK — the most important geo-restricted portal. Singapore unlocks AHU + LHKPN. BPS and LPSE failures are not geo-related.

VPS Hardening Lesson

⚠️ Never disable password auth and restart sshd in one automated script on a fresh VPS. If the SSH key wasn't copied correctly, you're locked out with no recovery path except a web console. Always: (1) copy key, (2) verify key login works in a separate session, (3) then disable password auth.

Portal URL Stability

Indonesian government portals frequently change their URL structure without notice. Known changes as of March 2026:

Modules that fail for 60 days are flagged DEGRADED and may be archived.

Browser-Based Modules

Some portals require a real browser (JavaScript rendering, anti-bot protection):

Install browser dependencies:

pip install ".[playwright]"
playwright install chromium

# For AHU (optional, improves success rate):
pip install camoufox && python -m camoufox fetch

API Keys

Without BPS_API_KEY, the BPS module returns an error envelope (not a crash):

{"status": "ERROR", "detail": "BPS_API_KEY not set. Register at ..."}

MCP Tool Inventory

All 11 modules expose 40 MCP tools total:

---

AI Agent Integration

This repo is built for AI agents as first-class consumers.

For AI Coding Agents

Connect MCP Tools (Pick One)

Option A — Self-hosted remote server (deploy your own):

# After deploying to Railway/Fly/Render, add to Claude Code:
claude mcp add civic-stack --transport http https://your-deployment.up.railway.app/mcp

# Or Claude Desktop — add to claude_desktop_config.json:

{
  "mcpServers": {
    "civic-stack": {
      "transport": "streamable-http",
      "url": "https://your-deployment.up.railway.app/mcp"
    }
  }
}

Note: There is no shared hosted server. Each user deploys their own instance to control proxy settings, rate limits, and API keys.

Option B — Local install via pip:

pip install "indonesia-civic-stack[mcp]"
claude mcp add civic-stack -- civic-stack-mcp

Option C — Clone repo (auto-discovery):

git clone https://github.com/suryast/indonesia-civic-stack.git
cd indonesia-civic-stack
pip install -e ".[mcp]"
claude  # Claude Code auto-detects .mcp.json — 40 tools available immediately

All three options give you the same 40 tools. Then ask:

"Check if BPOM registration MD 123456789 is still active" "Search for companies named 'Maju Bersama' in the AHU registry" "What was the latest earthquake in Indonesia?"

See PROMPTS.md for more example prompts and interactive artifact recipes.

REST API

pip install "indonesia-civic-stack[api]"
civic-stack api --port 8000
# GET http://localhost:8000/bpom/search?q=paracetamol

Example Prompts

Once MCP tools are connected, try these with your AI agent:

Food Safety "Check if BPOM registration number MD 123456789 is still active" "Search for all paracetamol products registered with BPOM"

Halal Verification "Is product XYZ halal certified? Cross-reference with BPOM registration" "Find all halal certificates issued to PT Indofood"

Company Due Diligence "Look up PT Maju Bersama in the AHU company registry and check who the directors are" "Is this company OJK-licensed? Check both the license registry and the waspada (warning) list"

Public Finance "Search LHKPN wealth declarations for officials in Jakarta" "Find government procurement tenders for road construction on LPSE"

Disaster & Weather "What was the latest earthquake in Indonesia?" "Get the weather forecast for DKI Jakarta from BMKG"

Statistics "Find BPS datasets about poverty rates by province" "Get the inflation indicator for the last 5 years"

Multi-Source Queries "I want to verify a food company: check AHU for registration, OJK for financial license, BPOM for product registrations, and BPJPH for halal certificates" "Compare LHKPN wealth declarations for these two officials over the last 3 reporting periods"

Design Decisions for AI Agents

1. Uniform response envelope — every tool returns CivicStackResponse with the same fields. Agents don't need module-specific parsing logic.
2. Error envelopes, not exceptions — agents receive structured error info they can reason about, not stack traces.
3. Self-documenting tools — MCP tool descriptions include parameter types, expected values, and response format.
4. Deterministic naming — check_<module>, search_<module>, get_<module>_status pattern across all modules.

---

Security

# Production deployment
export CIVIC_API_KEY="your-secret-key"
export CIVIC_RATE_LIMIT=30                          # 30 req/min
export CIVIC_ALLOWED_PROXIES="proxy.example.com"    # optional proxy allowlist
export PROXY_URL="socks5://id-proxy:1080"           # Indonesian proxy
uvicorn app:app --host 0.0.0.0 --port 8000

---

Docker

docker compose up                             # All modules
docker build -t civic-bpom civic_stack/bpom/      # Individual
docker run -p 8001:8000 -e CIVIC_API_KEY=secret -e PROXY_URL=socks5://proxy:1080 civic-bpom

---

Development

git clone https://github.com/suryast/indonesia-civic-stack.git
cd indonesia-civic-stack
python -m venv .venv && source .venv/bin/activate
pip install -e ".[all,dev]"
playwright install chromium

pytest -v              # VCR replay — no live portal calls
ruff check .           # Lint
ruff format --check .  # Format check
mypy shared/           # Type check

---

Tests

pytest -v                       # 89 tests, VCR replay (no live calls)
pytest tests/bpom/ -v           # Single module
pytest --tb=short -q            # Quick summary

pie title Test Coverage (89 tests)
    "BPOM" : 7
    "BPJPH" : 8
    "AHU" : 12
    "OJK" : 4
    "KPU" : 5
    "LPSE" : 9
    "OSS-NIB" : 6
    "LHKPN" : 10
    "BPS" : 7
    "BMKG" : 8
    "SIMBG" : 7
    "Schema" : 6

---

Contributing

See CONTRIBUTING.md. Every module PR must include:

• fetch() and search() returning CivicStackResponse
• FastAPI router + FastMCP server
• 3+ VCR test fixtures
• Module README

A module that breaks for 60 days is flagged DEGRADED and archived.

---

Used By

• halalkah.id — Halal product verification (9.57M products)
• legalkah.id — Financial institution legality checker
• datarakyat.id — Landing page & documentation

Sample Architectures

Simple: Halal Product Checker

A single-page app that checks if a product is halal-certified. One module, no proxy needed for Indonesian users.

graph LR
    subgraph Client
        A[Mobile App / Web]
    end

    subgraph Your Server
        B[FastAPI]
        C[bpjph module]
    end

    subgraph Government Portal
        D[sertifikasi.halal.go.id]
    end

    A -->|POST /check| B
    B --> C
    C -->|scrape| D
    D -->|HTML| C
    C -->|CivicStackResponse| B
    B -->|JSON| A

    style A fill:#f9f9f9,stroke:#333
    style B fill:#e8f5e9,stroke:#2e7d32
    style C fill:#e8f5e9,stroke:#2e7d32
    style D fill:#fff3e0,stroke:#e65100

# app.py — 15 lines, production-ready
from fastapi import FastAPI
from civic_stack.bpjph.scraper import fetch

app = FastAPI()

@app.get("/check/{product_id}")
async def check_halal(product_id: str):
    result = await fetch(product_id)
    return {"halal": result.found, "data": result.result}

---

Intermediate: Multi-Source Due Diligence API

A compliance tool that cross-checks a company across multiple government databases. Runs behind a proxy for overseas deployment.

graph TB
    subgraph Client
        A[Compliance Dashboard]
    end

    subgraph Your Infrastructure
        B[API Gateway]
        C[Due Diligence Service]
        D[ahu module]
        E[ojk module]
        F[bpom module]
        G[oss_nib module]
        H[(Redis Cache)]
    end

    subgraph Proxy Layer
        I[CF Worker Proxy]
    end

    subgraph Government Portals
        J[ahu.go.id]
        K[www.ojk.go.id]
        L[cekbpom.pom.go.id]
        M[oss.go.id]
    end

    A -->|GET /company/:name| B
    B --> C
    C --> H
    C --> D & E & F & G
    D & E & F & G -->|via PROXY_URL| I
    I --> J & K & L & M

    style A fill:#f9f9f9,stroke:#333
    style B fill:#e3f2fd,stroke:#1565c0
    style C fill:#e8f5e9,stroke:#2e7d32
    style D fill:#e8f5e9,stroke:#2e7d32
    style E fill:#e8f5e9,stroke:#2e7d32
    style F fill:#e8f5e9,stroke:#2e7d32
    style G fill:#e8f5e9,stroke:#2e7d32
    style H fill:#fce4ec,stroke:#c62828
    style I fill:#fff8e1,stroke:#f57f17
    style J fill:#fff3e0,stroke:#e65100
    style K fill:#fff3e0,stroke:#e65100
    style L fill:#fff3e0,stroke:#e65100
    style M fill:#fff3e0,stroke:#e65100

# due_diligence.py — parallel checks across 4 portals
import asyncio
from civic_stack.ahu.scraper import search as ahu_search
from civic_stack.ojk.scraper import search as ojk_search
from civic_stack.bpom.scraper import search as bpom_search
from civic_stack.oss_nib.scraper import search as nib_search

async def check_company(name: str) -> dict:
    ahu, ojk, bpom, nib = await asyncio.gather(
        ahu_search(name),
        ojk_search(name),
        bpom_search(name),
        nib_search(name),
    )
    return {
        "company": name,
        "registered": any(r.found for r in ahu),
        "ojk_licensed": any(r.found for r in ojk),
        "bpom_products": len([r for r in bpom if r.found]),
        "nib_valid": any(r.found for r in nib),
        "risk_flags": _assess_risk(ahu, ojk, bpom, nib),
    }

---

Advanced: AI Agent with MCP Tools

An AI assistant that answers natural language questions about Indonesian civic data using MCP tools. The agent reasons about which portals to query.

sequenceDiagram
    participant User
    participant Agent as AI Agent (Claude/GPT)
    participant MCP as MCP Server
    participant SDK as civic-stack modules
    participant Proxy as CF Worker Proxy
    participant Gov as Government Portals

    User->>Agent: "Is PT Maju Bersama a legitimate company<br/>with halal certification?"

    Note over Agent: Agent reasons: need AHU (company)<br/>+ BPJPH (halal) + OJK (finance)

    Agent->>MCP: search_companies_ahu("PT Maju Bersama")
    MCP->>SDK: ahu.search()
    SDK->>Proxy: GET ahu.go.id/...
    Proxy->>Gov: Forward request
    Gov-->>Proxy: HTML response
    Proxy-->>SDK: Response
    SDK-->>MCP: CivicStackResponse
    MCP-->>Agent: {found: true, status: "ACTIVE", ...}

    Agent->>MCP: check_halal_cert("PT Maju Bersama")
    MCP->>SDK: bpjph.fetch()
    SDK->>Proxy: GET sertifikasi.halal.go.id/...
    Proxy-->>SDK: Response
    SDK-->>MCP: CivicStackResponse
    MCP-->>Agent: {found: true, status: "ACTIVE", ...}

    Agent->>MCP: check_ojk_license("PT Maju Bersama")
    MCP->>SDK: ojk.fetch()
    SDK-->>MCP: {found: false, status: "NOT_FOUND"}

    Note over Agent: Agent synthesizes results

    Agent->>User: "PT Maju Bersama is a registered company (AHU ✅)<br/>with active halal certification (BPJPH ✅).<br/>No OJK financial license found — this is normal<br/>for non-financial companies."

# Connect MCP servers to Claude Desktop — one command per module
claude mcp add civic-ahu   -- python -m civic_stack.ahu.server
claude mcp add civic-bpjph -- python -m civic_stack.bpjph.server
claude mcp add civic-ojk   -- python -m civic_stack.ojk.server

# Or run unified REST API for HTTP-based agents
PROXY_URL=https://your-proxy.workers.dev uvicorn app:app

---

Related

• indonesia-civic-signal-monitor — Anomaly detection engine built on this SDK, monitors 11 government data sources for newsworthy changes
• indonesia-gov-apis — Reference docs for 50+ Indonesian government APIs
• datarakyat.id — Project homepage with full module documentation

License

MIT — see LICENSE