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73/100
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Benchmarked Oct 05, 2026

Open62541

Open source implementation of OPC UA (OPC Unified Architecture) aka IEC 62541 licensed under Mozilla Public License v2.0

developerapi platform_profile
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Score Breakdown

Latency10/10
Auth Simplicity10/10
Token Efficiency9/10
Consistency8/10
Documentation8/10
Error Clarity7/10
First-Try Success6/10
Parseability4/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://open62541.org",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "free",
    "details": {
      "license": "Mozilla Public License v2.0",
      "cost": "No cost; open source",
      "support": "Community support via mailing list, GitHub issues; commercial support may be available from third parties"
    }
  },
  "rate_limits": {
    "note": "Not applicable to the library itself. Rate limits may apply to OPC UA servers built with open62541 depending on implementation and deployment."
  },
  "capabilities": [
    "OPC UA (IEC 62541) implementation",
    "Client and server SDK in C (C99)",
    "Supports OPC UA binary protocol",
    "Supports OPC UA TCP transport",
    "Supports secure communication (encryption, signing)",
    "Supports information modeling",
    "Supports subscriptions and monitored items",
    "Supports methods and events",
    "Cross-platform (Linux, Windows, macOS, embedded systems)",
    "Small footprint, suitable for embedded devices",
    "Extensible with plugins and custom nodesets",
    "Includes code generation tools from XML nodesets"
  ],
  "raw_analysis": "open62541 is an open-source C99 implementation of OPC UA (IEC 62541), a standard for industrial communication and data modeling. It is not a hosted service or platform with a REST API; rather, it is a software development kit (SDK) that developers integrate into their own applications to build OPC UA clients and servers. The project is hosted at https://open62541.org and maintained on GitHub. It is licensed under the Mozilla Public License v2.0, making it free to use, modify, and distribute, with the requirement that modifications to MPL-covered files be shared under the same license.\n\nThe primary audience includes industrial automation engineers, IoT developers, and system integrators who need to implement OPC UA communication in devices, gateways, or applications. It is mature and widely used in both commercial and open-source projects, with an active community, regular releases, and extensive documentation. The library is portable, supports security features, and can run on resource-constrained devices, making it suitable for embedded systems.\n\nIntegration options are broad: it can be used as a standalone library, integrated into larger C/C++ projects, or combined with higher-level language bindings (e.g., Python, Node.js) via community projects. There is no centralized API endpoint or authentication mechanism provided by open62541 itself; authentication and security are handled at the OPC UA protocol level (e.g., username/password, certificates). Rate limits are not imposed by the project but may be relevant in specific deployments. Overall, open62541 is a foundational tool for OPC UA connectivity rather than a platform service."
}
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /20054ms
robots_txtGET /robots.txt20071ms
llms_txtGET /llms.txt40428ms
Interpret
{
  "overall": 72,
  "dimensions": {
    "token_efficiency": 9.0,
    "first_try_success": 6.0,
    "response_parseability": 4.0,
    "error_clarity": 7.0,
    "doc_quality": 8.0,
    "auth_simplicity": 10.0,
    "latency": 9.5,
    "consistency": 8.0
  },
  "pricing_normalized": {
    "model": "free_open_source",
    "license": "MPL-2.0",
    "cost_usd": 0,
    "support": "community (mailing list, GitHub issues); commercial support available via third parties"
  },
  "issues": [
    "No structured API/machine-readable surface — open62541 is a C99 library, not a hosted service; agents cannot query it programmatically.",
    "No /llms.txt (404) — missing an agent-friendly documentation index.",
    "Security headers absent on website responses.",
    "Onboarding for agents is indirect: installing and compiling a C library is outside typical agent workflows.",
    "No formal SLA or status page evidence for uptime guarantees (community project)."
  ],
  "recommendations": [
    "Publish an /llms.txt summarizing docs, nodeset references, and build instructions for LLM consumption.",
    "Expose structured metadata (e.g., JSON of supported features, API surface, protocol versions) to aid agent parsing.",
    "Add a status page or documented release cadence to support reliability perception.",
    "Provide containerized/package-manager install paths (Docker, apt, vcpkg) documented up front to reduce first-try friction.",
    "Clarify supported OPC UA profiles and conformance in a machine-readable format."
  ]
}

Agent Readiness

x402 Payments
Not supported
Streaming
No
Sandbox
None
Agent Auth
Unknown
SDKs
None listed
MCP Support
No

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