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Byg din første agent

Denne guide fører dig igennem bygningen af en Indkøbskurvgenoprettelsesagent, en AI-agent der overvåger forladte indkøbskurve og orkestrerer en personaliseret genoprettelsessekvens via email, SMS og WhatsApp med Brevos MCP-værktøjer.

Forudsætninger

  • Brevo-konto med API-nøgle (hent her)
  • Konfigureret Brevo MCP-server (opsætningsguide)
  • Claude Desktop, Claude Code eller en anden MCP-kompatibel klient
  • Emailskabeloner oprettet i Brevo til indkøbskurvgenoprettelse

Sådan fungerer agenter

En agent er en markdown-fil der definerer:

  1. Identitet, hvad agenten gør og dens begrænsninger
  2. Værktøjer, hvilke MCP-værktøjer den har adgang til
  3. Instruktioner, hvordan den skal ræsonnere og handle
  4. Begrænsninger, hvad den aldrig må gøre

Når den kaldes bruger agenten en LLM til at ræsonnere om målet, vælger passende værktøjer og udfører handlinger mod Brevos API.

Marketer: "Set up cart recovery for carts over $50"
Agent reads its specification (tools, constraints)
Agent reasons: "I need to create a segment, design a sequence, set up tracking"
Agent calls: brevo/create-segment → brevo/send-email → brevo/send-sms → brevo/track-event
Result: 3-step recovery sequence active, tracking events flowing

Trin 1: Definer agenten

Opret filen cart-recovery-agent.md:

---
name: cart-recovery-agent
description: Recover abandoned carts with personalized multi-channel sequences
version: 1.0.0
temperature: 0.2
max_tokens: 4096
tools:
- brevo/list-contacts
- brevo/get-contact
- brevo/create-segment
- brevo/send-email
- brevo/send-sms
- brevo/track-event
- brevo/get-email-templates
- brevo/get-email-stats
triggers:
- event: cart_abandoned
conditions:
- cart_value: "> 50"
- time_since_activity: "> 30m"
- schedule: "0 */4 * * *"
permissions:
- contacts:read
- email:send
- sms:send
- events:write
---
# Cart Recovery Agent
You are an e-commerce cart recovery specialist working with Brevo's
engagement platform. Your goal is to recover abandoned carts through
personalized, well-timed multi-channel outreach.
## Strategy
When a cart is abandoned:
1. **Wait 1 hour**, then send a reminder email with cart contents
2. **Wait 24 hours**, if no open → send SMS with urgency message
3. **Wait 48 hours**, if still no recovery → send final email with
incentive (discount code if cart value > $100)
## Decision Framework
- Cart value < $50: Skip (not worth recovery cost)
- Cart value $50-$100: Email only (2 touches)
- Cart value $100-$250: Email + SMS (3 touches)
- Cart value > $250: Email + SMS + personal outreach flag
## Rules
- NEVER send more than 3 messages per abandoned cart
- NEVER contact customers who opted out of marketing
- ALWAYS check if cart was recovered before sending next step
- ALWAYS personalize with customer first name and cart items
- ALWAYS track recovery events for attribution
- Respect quiet hours: no SMS between 9pm-9am customer local time
## Email Templates
Use these Brevo template IDs:
- Reminder (step 1): template_id 101
- Urgency (step 2): template_id 102
- Incentive (step 3): template_id 103
## Metrics to Track
- `cart_recovery_email_sent`, recovery email dispatched
- `cart_recovery_sms_sent`, recovery SMS dispatched
- `cart_recovered`, customer completed purchase
- `cart_recovery_failed`, sequence completed without recovery

Trin 2: Registrer værktøjer

Agenten behøver adgang til specifikke Brevo MCP-værktøjer. Feltet tools i frontmatter definerer hvilke værktøjer agenten kan kalde. Når agenten kører, kan den kun kalde disse værktøjer, alt andet er blokeret.

Her er hvad hvert værktøj gør i denne agents kontekst:

tools:
# Read customer data and cart state
- brevo/list-contacts # Find customers with abandoned carts
- brevo/get-contact # Get individual customer details
# Create targeted segments
- brevo/create-segment # Segment by cart value, time, behavior
# Send recovery messages
- brevo/send-email # Transactional recovery emails
- brevo/send-sms # SMS nudges for high-value carts
# Track outcomes
- brevo/track-event # Log recovery attempts and results
- brevo/get-email-stats # Check if emails were opened
- brevo/get-email-templates # Verify templates exist

Trin 3: Opret udførelses­kæden

For komplekse agenter kan du definere en flertrinset udførelses­kæde, hvor specialiserede under-agenter håndterer forskellige faser:

chain.yaml
steps:
- agent: analyzer
input: |
Analyze the abandoned cart data for the past 4 hours.
Goal: {task}
Use brevo/list-contacts to find contacts with
CART_ABANDONED event in the last 4 hours.
Segment by cart value tier.
- agent: sequencer
input: |
Based on this analysis, design recovery sequences:
{previous}
For each tier, create the appropriate message sequence
using the decision framework.
- agent: executor
input: |
Execute these recovery sequences via Brevo:
{previous}
Send emails and SMS according to the timing rules.
Track every action with brevo/track-event.
- agent: reporter
input: |
Generate a recovery report from these execution results:
{previous}
Include: carts targeted, messages sent, early recoveries,
projected revenue impact.

Trin 4: Test agenten

Med Claude Code

Terminal window
# Point Claude Code at your agent spec
claude --mcp brevo "Run the cart recovery agent for abandoned carts in the last 4 hours"

Med Claude Desktop

Når Brevo MCP-serveren er konfigureret, spørg Claude:

Kør min indkøbskurvgenoprettelsesagent. Kontroller for forladte kurve over $50 de seneste 4 timer og udfør genoprettelsessekvensen.

Claude vil:

  1. Læse agentspecifikationen
  2. Kalde brevo/list-contacts for at finde forladte kurve
  3. Segmentere efter kurvværdi med beslutningsrammen
  4. Sende genoprettelsesemails via brevo/send-email
  5. Sætte SMS-opfølgning i kø via brevo/send-sms
  6. Spore alle hændelser via brevo/track-event

Programmatisk udførelse

import { TajoAgent } from "@tajo/agent-sdk";
import { BrevoMCPServer } from "@tajo/brevo-mcp-server";
const brevo = new BrevoMCPServer({
apiKey: process.env.BREVO_API_KEY,
});
const agent = new TajoAgent({
specPath: "./cart-recovery-agent.md",
mcpServers: [brevo],
model: "claude-sonnet-4-6",
});
// Run the agent
const result = await agent.run(
"Recover abandoned carts over $50 from the last 4 hours"
);
console.log(result.summary);
// → "Processed 23 abandoned carts. Sent 23 reminder emails,
// 8 SMS messages. 3 carts already recovered during execution."

Trin 5: Planlæg agenten

Kør agenten efter en tilbagevendende tidsplan:

Cron-baseret

# In your agent spec frontmatter
triggers:
- schedule: "0 */4 * * *" # Every 4 hours
timezone: "America/New_York"

Hændelsesudløst

triggers:
- event: cart_abandoned
conditions:
- cart_value: "> 50"
- time_since_activity: "> 30m"
debounce: 5m

Webhook

triggers:
- webhook: /agents/cart-recovery/trigger
method: POST
authentication: api_key

Trin 6: Overvåg og iterer

Spor agentens præstation via hændelser i Brevo:

-- Recovery rate by cart value tier
SELECT
CASE
WHEN cart_value < 100 THEN '$50-$100'
WHEN cart_value < 250 THEN '$100-$250'
ELSE '$250+'
END as tier,
COUNT(*) as carts_targeted,
SUM(CASE WHEN recovered THEN 1 ELSE 0 END) as recovered,
ROUND(SUM(CASE WHEN recovered THEN 1 ELSE 0 END)::numeric
/ COUNT(*) * 100, 1) as recovery_rate_pct,
SUM(CASE WHEN recovered THEN cart_value ELSE 0 END) as revenue_recovered
FROM cart_recovery_events
WHERE created_at > NOW() - INTERVAL '30 days'
GROUP BY tier
ORDER BY tier;

Eksempel: Komplet agentsession

Her er en reel interaktion mellem en marketeer og indkøbskurvgenoprettelsesagenten:

Marketer: "Check abandoned carts from today and start recovery"
Agent: Checking for abandoned carts in the last 24 hours...
[Calls brevo/list-contacts with filter CART_ABANDONED_AT > today]
Found 47 abandoned carts:
- 12 carts under $50 (skipping per policy)
- 23 carts $50-$100 (email-only tier)
- 8 carts $100-$250 (email + SMS tier)
- 4 carts over $250 (email + SMS + flag for personal outreach)
Starting recovery sequences...
[Calls brevo/send-email × 35 with template_id 101]
[Calls brevo/track-event × 35 with event "cart_recovery_email_sent"]
✅ Step 1 complete:
- 35 reminder emails sent
- 12 SMS queued for 24h follow-up (high-value carts)
- 4 carts flagged for personal outreach
Next check scheduled in 4 hours.
Recovery tracking events: cart_recovery_email_sent (35),
cart_recovery_sms_queued (12), cart_recovery_escalated (4)

Næste trin

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