Integrasi API Kustom + Brevo
API Kustom + Brevo
Tidak setiap platform memiliki server MCP. Untuk WooCommerce, BigCommerce, Magento, CRM proprietary, atau sistem apa pun yang memiliki REST API, bangun agen konektor yang menjembatani data Anda ke Brevo.
Dua pendekatan
Pendekatan 1: Server MCP komunitas
Periksa apakah sudah ada server MCP komunitas untuk platform Anda:
| Platform | MCP komunitas | Status |
|---|---|---|
| WooCommerce | woocommerce-mcp-server | Dikelola komunitas |
| BigCommerce | Periksa direktori server MCP | Bervariasi |
| Magento | Periksa direktori server MCP | Bervariasi |
| Salesforce | Tersedia beberapa pilihan | Komunitas aktif |
| Zendesk | Tersedia melalui Composio/Zapier | Aktif |
Jika server komunitas tersedia, gunakan dengan cara yang sama seperti server resmi, tambahkan ke konfigurasi Claude Anda berdampingan dengan Brevo MCP.
Pendekatan 2: Agen dengan tool HTTP
Untuk platform tanpa server MCP, bangun agen yang memakai kemampuan HTTP bawaan Claude untuk memanggil REST API secara langsung, lalu menulis ke Brevo melalui MCP.
Membangun agen konektor kustom
Langkah 1: Pahami API sumber
Dokumentasikan endpoint utama yang dibutuhkan agen Anda:
# Example: WooCommerce REST APIsource_api: base_url: "https://your-store.com/wp-json/wc/v3" auth: Basic (consumer_key:consumer_secret) endpoints: - GET /customers # List customers - GET /customers/{id} # Get customer details - GET /orders # List orders - GET /orders/{id} # Get order details - GET /products # List products - GET /coupons # List couponsLangkah 2: Definisikan agen
---name: woocommerce-brevo-syncdescription: Sync WooCommerce customers and orders to Brevoversion: 1.0.0temperature: 0.1tools: - brevo_contacts - brevo_attributes - brevo_lists - brevo_email_campaign_managementtriggers: - schedule: "0 */6 * * *" - webhook: /agents/woocommerce/sync method: POST---
# WooCommerce → Brevo Sync Agent
Connect WooCommerce store data to Brevo for engagement campaigns.
## Source API
- **Base URL**: https://your-store.com/wp-json/wc/v3- **Authentication**: Basic Auth with consumer key/secret- **Key endpoints**: /customers, /orders, /products
## Sync Strategy
### Customer Sync1. GET /customers?modified_after={last_sync_time}2. For each customer: - Map WooCommerce fields to Brevo attributes - Create or update Brevo contact - Add to appropriate list based on order history
### Order Event Sync1. GET /orders?after={last_sync_time}&status=completed2. For each order: - Track "order_completed" event in Brevo - Update contact attributes (order_count, total_spent) - Trigger post-purchase campaign if applicable
## Field Mapping
| WooCommerce | Brevo Attribute ||-------------|-----------------|| email | EMAIL || first_name | FIRSTNAME || last_name | LASTNAME || billing.phone | SMS || orders_count | ORDER_COUNT || total_spent | TOTAL_SPENT || date_created | CUSTOMER_SINCE || role | CUSTOMER_TYPE |
## API Call Pattern
For each sync operation, the agent should:1. Call WooCommerce REST API to fetch data2. Transform the response to Brevo's expected format3. Call Brevo MCP tools to create/update contacts4. Log sync results for monitoring
## Rules- Respect WooCommerce API rate limits (default: 25 req/10 seconds)- ONLY sync customers with valid email addresses- Implement incremental sync using modified_after parameter- Store last sync timestamp for next runLangkah 3: Konfigurasikan Brevo MCP
Hubungkan hanya modul Brevo yang dibutuhkan agen Anda:
{ "mcpServers": { "brevo_contacts": { "url": "https://mcp.brevo.com/v1/brevo_contacts/mcp", "headers": { "Authorization": "Bearer your-brevo-token" } }, "brevo_email": { "url": "https://mcp.brevo.com/v1/brevo_email_campaign_management/mcp", "headers": { "Authorization": "Bearer your-brevo-token" } }, "brevo_lists": { "url": "https://mcp.brevo.com/v1/brevo_lists/mcp", "headers": { "Authorization": "Bearer your-brevo-token" } } }}Langkah 4: Jalankan agen
You: "Sync all WooCommerce customers from the last week to Brevo and add new customers to the Welcome Series list."
Claude: I'll sync your WooCommerce customers to Brevo.
Fetching customers modified in the last 7 days from WooCommerce...[Makes HTTP GET to your-store.com/wp-json/wc/v3/customers?modified_after=...]
Found 67 customers. Syncing to Brevo...[Uses brevo_contacts to create/update contacts][Uses brevo_lists to add 23 new customers to "Welcome Series"]
Sync complete:- 67 customers processed- 44 existing contacts updated- 23 new contacts created → added to Welcome Series- 0 skipped (all had valid emails)Template: konektor REST API generik
Gunakan template ini untuk REST API apa pun:
---name: {platform}-brevo-connectordescription: Sync {platform} data to Brevo for engagementversion: 1.0.0temperature: 0.1tools: - brevo_contacts - brevo_attributes - brevo_liststriggers: - schedule: "0 */6 * * *"---
# {Platform} → Brevo Connector
## Source API Configuration- **Base URL**: {api_base_url}- **Auth**: {auth_method} ({details})- **Rate Limit**: {rate_limit}
## Data to Sync
### Contacts- Source endpoint: {endpoint}- Brevo mapping: {field_map}- Sync frequency: Every 6 hours- Incremental: Use modified_after / updated_since parameter
### Events- Source endpoint: {endpoint}- Brevo event name: {event_name}- Trigger: When {condition}
## Sync Logic1. Fetch changed records from source since last sync2. Transform to Brevo format3. Upsert contacts via brevo_contacts4. Track events for campaign triggers5. Log results and update sync cursor
## Error Handling- Retry failed API calls 3 times with exponential backoff- Skip individual records that fail validation- Report errors in sync summary- NEVER stop entire sync for single record failureKapan membangun server MCP penuh
Jika Anda berulang kali menghubungkan platform yang sama, pertimbangkan membangun server MCP yang sesungguhnya:
| Cukup gunakan agen | Bangun server MCP |
|---|---|
| Sinkronisasi sekali jalan atau jarang | Sinkronisasi produksi harian |
| Membuat prototipe integrasi | Dipakai bersama tim atau organisasi |
| Operasi baca sederhana | Operasi kompleks banyak langkah |
| Butuh < 5 endpoint API | Butuh cakupan API penuh |
Untuk membangun server MCP kustom, lihat spesifikasi MCP dan Integration Builder milik Tajo untuk menghasilkan server dari spesifikasi OpenAPI.
Langkah berikutnya
- Ikhtisar Lapisan Integrasi, Semua integrasi yang tersedia
- Shopify + Brevo, Contoh MCP resmi
- Spesifikasi Agen, Format markdown agen
- Server MCP Brevo, Modul Brevo yang tersedia