Developer Resources

MarketMorph AI API Reference

The MarketMorph API enables you to orchestrate marketing automations directly from your applications, data pipelines, and BI workflows. Use the guides below to authenticate securely, manage workspaces, activate agents, subscribe to webhook events, and ship programmatic marketing experiences.

API Overview & Architecture

MarketMorph exposes both REST and GraphQL interfaces. REST is ideal for deterministic integrations such as provisioning workspaces, rotating credentials, or launching predefined workflows. GraphQL shines when you need flexible queries—for example, fetching audit logs, campaign metrics, or agent output summaries in a single request. All endpoints are versioned and documented using OpenAPI, with SDKs available for TypeScript, Python, and Go.

The API layer sits atop a zero-trust gateway. Requests are signed, validated against rate limits, and inspected for schema compliance. Successful calls return structured responses with correlation IDs, making observability straightforward across distributed systems.

Authentication & Security

Authentication uses OAuth 2.0 with granular scopes. Workspace administrators generate client credentials in the integrations panel, assigning scopes such as workspaces.read, agents.trigger, or reports.export. Access tokens expire after 60 minutes, and refresh tokens can be rotated automatically using scheduled jobs. For server-to-server integrations, you may also create signed JWTs anchored to your SSO provider. 

POST /oauth/token
Authorization: Basic <client_id:client_secret>
grant_type=client_credentials&scope=agents.trigger reports.export

Every request must be made over HTTPS. Additionally, IP allowlists and mTLS are available for enterprises that require an extra security layer.

Core Endpoints

The reference includes detailed schemas, but these highlights help you plan integrations quickly:

  • Workspaces: Create, update, archive, or clone workspaces. Endpoint responses include role assignments, integration states, and guardrail configurations.
  • Automations: Trigger, pause, resume, or cancel workflows. You can pass payloads to override default parameters at runtime.
  • Content: Retrieve generated assets, submit revisions, or upload source data for fine-tuning brand voice.
  • Analytics: Query aggregated metrics, export raw data windows, and attach custom annotations that surface inside MarketMorph dashboards.

Each endpoint returns standardized error payloads with remediation tips. Common failure reasons include missing scopes, workflow conflicts, or exceeded rate thresholds.

Pagination, Filtering, and Sorting

List endpoints support cursor-based pagination to keep responses fast even when you store years of history. Combine ?after and ?limit parameters to navigate large datasets. Filtering syntax follows an expressive pattern: ?filter[status]=active&filter[team]=growth or ?filter[created_at][gte]=2024-01-01. Sorting is achieved via the sort parameter, accepting multiple comma-separated fields.

For GraphQL queries, connection fields expose edges and pageInfo, letting you compose dashboards without manual pagination logic. We provide utility helpers in the SDKs to abstract these concerns.

Webhook Events & Event Mesh

Webhooks notify your systems when significant events occur—an automation completes, an agent requires approval, or a new insight is published. The documentation outlines payload schemas, retry logic, signing secrets, and recommended infrastructure patterns. We also support event replay windows should your endpoint experience downtime.

Need richer event streaming? Enterprises can opt into the event mesh, which publishes the same signals to AWS EventBridge or Azure Event Grid. This is ideal for connecting MarketMorph AI to data warehouses, notification services, or custom machine learning pipelines.

SDKs, CLI, and Infrastructure-as-Code

To accelerate adoption, we maintain SDKs with ergonomic abstractions for token management, retry policies, and pagination helpers. The CLI mirrors API operations, making it easy to script environment setup or run smoke tests as part of CI/CD pipelines. Terraform modules are available to provision workspaces, secrets, and automation templates as code, ensuring repeatable environments across regions.

The documentation provides code snippets, reference architectures, and GitHub templates demonstrating deployment automation for common scenarios—multi-brand support, agency tenant provisioning, and data residency segregation.

Versioning & Deprecation Policies

API versions follow a YYYY-MM format. We guarantee twelve months of overlap before deprecating an older version, and changelogs detail breaking changes, new fields, and migration steps. Sandbox environments receive updates two weeks ahead of production so you can validate integrations early.

Subscribe to webhook api.version events or RSS feeds to stay informed. We also publish ready-to-run Postman collections and unit test fixtures whenever a new version ships, reducing the time required to certify compatibility.

Best Practices & Support

Successful integrations embrace observability and guardrails. We recommend logging correlation IDs, capturing agent execution metadata, and setting up synthetic monitors to validate mission-critical automations. The best practices guide covers secrets rotation, backoff strategies, and safe rollout patterns for large organizations.

If you need assistance, enterprise support plans include solution architecture reviews, dedicated Slack channels, and 24/7 incident escalation. Our developer relations team hosts monthly office hours and publishes sample applications that demonstrate advanced use cases such as automated localization or predictive budget pacing.