Mangools

Fair

Agent Native Score

Free TierAPI Key Auth

Mangools is an SEO toolset that provides keyword research, rank tracking, backlink analysis, and SERP analysis to help with search engine optimization. It offers an intuitive dashboard for competitive analysis and keyword insights.

Categories: Seo · Marketing · Analytics

#9 of 15 in Seo · #52 of 89 in Marketing · #77 of 117 in Analytics

Checklist Breakdown

12 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 50%

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 100%

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

Mangools lacks modern agent-native infrastructure—no MCP server, OpenAPI spec, or llms.txt file, making discovery difficult. Account creation requires email verification and human interaction on their signup form, preventing programmatic onboarding. While it offers an API with API key auth and a free tier (strong points), the API documentation is sparse and appears limited compared to competitors. The tool is reliable with decent uptime, but the absence of structured agent tooling and comprehensive API documentation significantly hampers autonomous agent integration.

Mangools

Let your agents find tools like Mangools