{"id":"measurementlab-ndt-server","name":"ndt-server","homepage":"https://hub.docker.com/r/measurementlab/ndt-server","repo_url":"https://hub.docker.com/r/measurementlab/ndt-server","category":"infrastructure","subcategories":[],"tags":["networking","throughput-testing","ndt","self-hosted","diagnostics"],"what_it_does":"ndt-server is a server implementation for Ookla-style Network Diagnostic Tool (NDT) throughput testing, used to measure client network performance (typically download/upload throughput and related metrics).","use_cases":["Network performance measurement for end users","ISP/operator monitoring and benchmarking","Optimizing connectivity or diagnosing network issues via throughput tests"],"not_for":["Business-critical data transfer or transaction workloads","Production environments requiring a fully managed hosted service with SLAs","Use as a generic HTTP API without running a server component"],"best_when":"You need to run NDT throughput testing infrastructure you control (self-hosted) for testing and diagnostics.","avoid_when":"You want a plug-and-play SaaS API with turnkey authentication, billing, and SDKs.","alternatives":["Self-host other NDT implementations/forks (e.g., NDT5/ndt7 variants depending on protocol needs)","Run iperf3 for controlled throughput testing","Use commercial network testing/diagnostics platforms"],"af_score":22.8,"security_score":33.0,"reliability_score":32.5,"package_type":"mcp_server","discovery_source":["docker_mcp"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T19:48:06.512082+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":false,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"Auth requirements for ndt-server are not evident from the provided information. Many NDT deployments are open to test clients, but this should be verified in the repo/docs you use."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"As a server implementation, cost is primarily infrastructure (compute/bandwidth) and operational overhead, not per-request SaaS pricing."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":22.8,"security_score":33.0,"reliability_score":32.5,"mcp_server_quality":0.0,"documentation_accuracy":0.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":0.0,"tls_enforcement":40.0,"auth_strength":30.0,"scope_granularity":0.0,"dependency_hygiene":50.0,"secret_handling":50.0,"security_notes":"Without repository/manifest evidence here, TLS/auth details and dependency status cannot be confirmed. For network-testing servers, ensure you restrict access appropriately (e.g., firewall, allowlists, rate limiting) because throughput test endpoints can be abused for bandwidth consumption.","uptime_documented":0.0,"version_stability":50.0,"breaking_changes_history":50.0,"error_recovery":30.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["NDT servers are typically stateful protocol endpoints (throughput test sessions) rather than simple request/response APIs.","Agent integration depends heavily on the specific protocol/version (e.g., ndt5 vs other NDT families) and client compatibility."]}}