How to Connect Marketo (Adobe) to an AI Agent
Auth setup
1. Admin > Integration > LaunchPoint > New Service. 2. Note client_id and client_secret. 3. GET /identity/oauth/token?grant_type=client_credentials&client_id={id}&client_secret={secret}. 4. Use access_token as Bearer.
Key facts
| Base URL | https://{munchkin_id}.mktorest.com/rest/ |
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| API version | v1 |
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| Auth | OAuth 2.0 client credentials. Get client_id + client_secret from Admin > Integration > LaunchPoint. Access token valid for 1 hour. |
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| Token URL | https://{munchkin_id}.mktorest.com/identity/oauth/token |
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| Request body | application/json |
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| Pagination | nextPageToken in response. Paging token for bulk extract. Max 300 records per page. |
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| Rate limit | 50,000 API calls/day (standard). 10 concurrent API calls. 100 calls per 20 seconds. |
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| Error format | JSON: {"requestId":"...","success":false,"errors":[{"code":"601","message":"Access token invalid"}]} |
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Key endpoints
| Method | Path | Description |
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GET | /v1/leads.json | Get leads by filter (email, id, etc.) |
POST | /v1/leads.json | Create/update leads (upsert) |
POST | /v1/campaigns/{id}/trigger.json | Trigger a smart campaign |
GET | /v1/activities.json | Get lead activities |
Quickstart
GET /rest/v1/leads.json?filterType=email&filterValues=test@example.com
Authorization: Bearer {access_token}
Response: {"requestId":"...","success":true,"result":[{"id":1,"email":"test@example.com",...}]}
Agent pitfalls & tips
- Munchkin ID is in your Marketo URL — e.g., 123-ABC-456.mktorest.com.
- Access tokens expire in 1 hour — cache and refresh proactively.
- Leads.json action can be 'createOrUpdate' (default), 'createOnly', 'updateOnly'.
- Use Bulk Extract API for large datasets — async job-based pattern.
- Daily API limit (50K) is shared across all integrations — monitor usage.
Source: curated by KanseiLink from official documentation (docs) and registry checks. Last reviewed: 2026-04-07. Specs change — verify against the official docs before production use.
Frequently Asked Questions
What is Marketo (Adobe)'s AEO score?
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Marketo (Adobe) has an AEO score of 0.60 and is rated BBB (Basic agent connectivity available). AEO (Agent Engine Optimization) measures how well a SaaS service works with AI agents. Scores range from 0.00 to 1.00, with grades from AAA (best) to D (not agent-ready).
Is Marketo (Adobe) AI-agent-ready?
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Marketo (Adobe) is currently connectable for AI agent use. API access is available but no dedicated MCP server has been published yet. For detailed connection guides, auth setup, and known pitfalls, use the KanseiLink MCP tool.
How does Marketo (Adobe) compare to other Marketing services?
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In the Marketing category, Marketo (Adobe) is rated BBB. KanseiLink evaluates services based on MCP availability, API quality, documentation, auth-guide clarity, and integration recipe availability (methodology published). Visit the full rankings at kansei-link.com to see how Marketo (Adobe) compares.
How can I integrate Marketo (Adobe) with an AI agent?
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The fastest way to integrate Marketo (Adobe) with an AI agent is through KanseiLink MCP. Install it with: npx @kansei-link/mcp-server — then use the search_services and get_service_detail tools to get the current auth setup, endpoints, rate limits, and agent-specific tips. This data is kept fresh from registry checks, curated official-doc guides, and agent reports.
How do I authenticate with Marketo (Adobe)?
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OAuth 2.0 client credentials. Get client_id + client_secret from Admin > Integration > LaunchPoint. Access token valid for 1 hour. Setup: 1. Admin > Integration > LaunchPoint > New Service. 2. Note client_id and client_secret. 3. GET /identity/oauth/token?grant_type=client_credentials&client_id={id}&client_secret={secret}. 4. Use access_token as Bearer.
What are Marketo (Adobe)'s API rate limits?
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50,000 API calls/day (standard). 10 concurrent API calls. 100 calls per 20 seconds.