# Mars Proxies — API Agent Score

> Score: 54/100 (Grade: D) | Domain: marsproxies.com | Rubric: 1.0.0 | Checked: October 23, 2026

Mars Proxies scored 54/100 (D), classified "not-ai-ready".

[View full report](https://www.postman.com/ai/ai-ready-apis/company/marsproxies)
[All organizations](https://www.postman.com/ai/ai-ready-apis/llms.txt)

## Summary

- Overall: 54/100 (D)
- Classification: not-ai-ready

## Category Scores

- API Design: 40/100 (F)
- Developer Experience: 55/100 (D)
- Agent Discovery: 96/100 (A+)
- Agent Understanding: 67/100 (C)
- Agent Usability: 40/100 (F)

## Check Results

### API Design

- [fail] Security & governance hygiene — No security.txt found at /.well-known/security.txt or /security.txt, so there's no machine-readable security contact for agents or researchers. Investigated: wellknown 0%.
- [fail] Example coverage — No code samples detected across 1 sampled docs pages, so a coding agent gets no ready-to-use examples. Investigated: docs 0%.
- [skip] Machine-readable, versioned contract — No surface produced evidence for this capability in this run.
- [skip] Schema coverage & depth — No surface produced evidence for this capability in this run.
- [skip] Auth declared & discoverable — No surface produced evidence for this capability in this run.

### Developer Experience

- [pass] Self-service developer portal — Self-service signup available at https://dashboard.marsproxies.com/register/, but no free tier or sandbox is documented, so an agent may hit a paywall before the first call. Investigated: docs 100%.
- [fail] Quickstart present — No quickstart or getting-started page found at the conventional docs paths, so new developers and agents have no obvious first step. Investigated: docs 0%.
- [fail] Code samples in docs — No code samples detected across 1 sampled docs pages, so a coding agent gets no ready-to-use examples. Investigated: docs 0%.
- [skip] Description completeness — No surface produced evidence for this capability in this run.
- [skip] Changelog published — No surface produced evidence for this capability in this run.

### Agent Discovery

- [pass] Docs reachable, not hard auth-gated — All 14 pages are publicly accessible. Investigated: docs 100%.
- [warn] llms.txt present, valid & comprehensive — llms.txt contains parseable links but doesn't fully follow the proposed structure: https://docs.marsproxies.com/llms.txt: No blockquote summary found. Investigated: docs 96%.
- [pass] Registry & SDK presence — CLI documented with install instructions (download, download). Investigated: cli 100%, docs 0%, sdk 0%.
- [warn] Crawlable / AEO — Sitemap has 1 entries but no lastmod values, so crawlers can't tell what changed recently. Investigated: wellknown 75%.

### Agent Understanding

- [warn] Agent-navigable, token-efficient docs — 5 of 14 pages have substantive content differences between markdown and HTML (avg 20% missing). Investigated: docs 88%.
- [warn] Docs structured data — Only OpenGraph/meta tags across 1 assessed pages — no JSON-LD for AI answer engines to cite. Investigated: docs 50%.
- [fail] Agent instructions file (AGENTS.md) — No AGENTS.md at the site root or /.well-known/, so coding agents have no ready-made setup and usage instructions. Investigated: wellknown 0%.
- [skip] Machine-readable errors (RFC 9457) — No surface produced evidence for this capability in this run.
- [skip] Operation purpose clarity — No surface produced evidence for this capability in this run.
- [skip] Description consistency across surfaces — Only 1 surface description(s) with ≥6 tokens available; need at least 2 to compare.

### Agent Usability

- [fail] Runnable collection with test scripts — No public Postman workspace found for the org, so there's no runnable collection an agent can execute against. Investigated: platform 0%.
- [skip] Idempotency documented — No surface produced evidence for this capability in this run.
- [skip] Rate-limit signaling — No surface produced evidence for this capability in this run.
- [skip] Pagination documented & consistent — No surface produced evidence for this capability in this run.
- [skip] Sandbox separation — No surface produced evidence for this capability in this run.

## Executive Summary

Marsproxies has strong agent discoverability — your docs are crawlable and well-surfaced — but the partner program has two critical gaps that will stall adoption: developers and their AI agents land on your docs with no quickstart, no code samples, and no runnable examples to copy, making the first integration attempt slow or impossible. Layered on top, there is no machine-readable security contact and no agent instruction file, which blocks enterprise partners and autonomous agents from safely self-serving. Prioritize adding executable examples and a guided onboarding path first, then close the security and agent-context gaps to meet the bar enterprise partners require.