LiveRamp

Needs Work

Agent Native Score

API Key Auth

LiveRamp is a data connectivity platform that enables enterprises to connect, control, and activate data across marketing ecosystems. It provides identity resolution, data onboarding, and audience activation capabilities.

Categories: Data Connectivity · Marketing Technology · Identity Resolution

Checklist Breakdown

9 of 33 checks passed. 14 unscored.

Discovery 50%

Can an agent find and understand this tool without a web search?

✗ Published OpenAPI/Swagger spec

✗ Has llms.txt or llms-full.txt

✗ Has an MCP server (official or well-maintained)

✗ MCP server listed in a public registry

✓ API reference docs are publicly accessible

✓ Docs include runnable code examples

✓ Has a public changelog or release notes

✓ Has a public status page

Auth & Onboarding 33%

Can an agent create an account and get credentials without human intervention?

✗ Signup does not require CAPTCHA

✗ Signup does not require phone verification

✓ Supports API key auth (not only OAuth)

✗ API key obtainable without manual approval

✗ No mandatory billing info to start

✓ Can sign up without creating an organization

Pricing 60%

Can an agent operate autonomously without upfront payment or contracts?

✗ Has a free tier

✓ Usage-based pricing available

✓ No minimum contract or commitment

✓ Pricing page is public (no 'contact sales')

✗ Free tier sufficient for testing (not just a trial)

Agent Tooling Not yet scored

How well does the API work for non-human consumers?

— SDK available in 2+ languages

— Structured error responses (JSON with error codes)

— Idempotency support on write endpoints

— Pagination on list endpoints

— Webhook/event support

— Sandbox or test mode available

— Rate limit headers in responses

— Consistent REST resource naming

Reliability Not yet scored

Does the tool fail gracefully when an agent makes a mistake?

— Meaningful error messages (not just 500)

— 429 responses include Retry-After header

— Documented uptime SLA (99.9%+)

— Graceful degradation under rate limits

— Request IDs in responses for debugging

— API versioning supported

Reviewer Notes

LiveRamp is primarily a B2B enterprise data platform with limited agent-native tooling. While it has API access and a sandbox environment, there is no MCP server or published OpenAPI specification, making discovery difficult for agents. Account creation requires extensive human interaction and enterprise sales processes—no programmatic signup is possible. The API documentation exists but requires authentication before access, and pricing is custom enterprise-only with no free tier, preventing autonomous agent operation. The platform's enterprise focus means reliability is solid, but the overall lack of standard tooling (OpenAPI, MCP) and high friction for access significantly limits AI agent integration.

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