A cloud-native Go microservices framework with cli tool for productivity.
Full LLM thinking from the 4-phase benchmark pipeline.
{
"service_type": "platform",
"base_url": "https://go-zero.dev",
"auth_method": "none",
"auth_config": {},
"endpoints": [],
"pricing_model": {
"type": "free",
"details": {
"license": "MIT",
"note": "Open-source framework, no paid tiers"
}
},
"rate_limits": {},
"capabilities": [
"Cloud-native Go microservices framework",
"CLI tool (goctl) for code generation",
"API definition and scaffolding",
"RPC framework support",
"Built-in middleware and tooling",
"Service discovery integration",
"Load balancing",
"Circuit breaking and rate limiting",
"Open-source with community documentation"
],
"raw_analysis": "Go Zero (go-zero) is an open-source, cloud-native Go microservices framework developed primarily by the Chinese developer community (associated with the 'zeromicro' organization). It is distributed as Go modules rather than exposed as a REST API or hosted service, so it has no public API endpoints in the traditional sense. Its primary interface is the CLI tool called 'goctl', which generates boilerplate code from API description files and proto files, plus the framework's runtime libraries.\n\nWho it's for: Backend Go developers and teams building microservices architectures, especially those wanting opinionated code generation to reduce boilerplate. It is popular among Chinese companies and open-source contributors.\n\nMaturity: The project is mature and actively maintained, with a large number of GitHub stars (tens of thousands) and frequent releases. It has extensive documentation (go-zero.dev) and a stable v1.x line.\n\nIntegrations: Because it is a framework, 'integrations' are really supported components rather than third-party connectors. These include etcd/consul for service discovery, Prometheus/OpenTelemetry (via middleware) for observability, Redis/MySQL/MongoDB clients, and gRPC support. It also supports deployment in Kubernetes environments.\n\nThere is no authentication, no rate limiting, and no commercial pricing model associated with the framework itself. Any 'base_url' is just the documentation website. This entry should be categorized as a developer framework/platform rather than a SaaS API service."
}1/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 103ms |
| robots_txt | GET /robots.txt | 404 | 22ms |
| llms_txt | GET /llms.txt | 404 | 23ms |
```json
{
"overall": 68,
"dimensions": {
"token_efficiency": 8.5,
"first_try_success": 7.0,
"response_parseability": 5.0,
"error_clarity": 6.5,
"doc_quality": 7.5,
"auth_simplicity": 9.5,
"latency": 9.8,
"consistency": 8.0
},
"pricing_normalized": {
"model": "free_open_source",
"license": "MIT",
"paid_tiers": false,
"cost_per_call": 0
},
"issues": [
"No llms.txt (404) — agents lack a machine-readable entry point for the docs",
"No robots.txt (404) — crawl/indexing guidance is undefined for agents",
"Documentation site returns HTML only; no structured JSON schema or API manifest for programmatic consumption",
"Missing security headers on responses (lower trust signal for agent-driven integration checks)",
"Framework install/onboarding requires Go toolchain and CLI (goctl) setup — not instantaneous"
],
"recommendations": [
"Publish an llms.txt and robots.txt to give agents a canonical, parseable map of the documentation",
"Expose an OpenAPI/JSON manifest of goctl CLI commands and generated API schemas to improve machine parseability",
"Add response security headers (CSP, HSTS) to strengthen reliability perception",
"Provide a quick-start 'hello world' section that yields a running service in <5 minutes to boost first-try success",
"Add installation troubleshooting and common-error docs to raise error clarity",
"Maintain a public status/uptime page to further support consistency scoring"
]
}
```Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.
<a href="https://prowl.world/service/go-zero">
<img src="https://prowl.world/badge/go-zero.svg" height="56" alt="Agent-readiness on Prowl">
</a>
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