Infrastructure MCP Servers

Orchestrate Agora real-time engagement. Manage channels, monitor usage, and handle cloud recording directly from any AI agent.

Orchestrate DJI drones and payloads. Manage flight logs, monitor device health, and handle firmware updates directly from any AI agent.

Manage NetEase Cloud Gaming sessions. Orchestrate server instances, monitor user quotas, and scaling capacity directly from any AI agent.

Orchestrate Qiniu Cloud storage. Manage buckets, handle file uploads, and monitor CDN performance directly from any AI agent.

Orchestrate SenseCore AI services. Manage models, trigger chat completions, and handle compute resources directly from any AI agent.

Orchestrate Tencent START Cloud Gaming (GS). Manage server sessions, monitor workers, and scale capacity directly from any AI agent.

Orchestrate Telekom Malaysia (TM) services. Manage broadband plans, service orders, and network usage directly from any AI agent.

Forces AI agents to reflect on task execution, matching prompt requirements to actual changes, verifying logs, and declaring gaps before claiming completion.

Validates UI accessibility compliance against WCAG 2.2 AA and EAA 2025 standards. Prevents non-semantic layouts, focus trap failures, contrast issues, and motion risks.

Validates HTTP API designs before implementation. Enforces semantic verbs, clear versioning, consistent response envelopes, proper pagination, and RFC 7807 error contracts.

Validates data pipeline architectures. Enforces data contracts, idempotency, freshness monitoring (SLAs), and data lineage tracking.

Combats the Planning Fallacy in software development. Forces agents and engineering teams to decompose scope, identify unknowns, map precedents, and apply realistic buffers.

Forces agentic pipelines and developers to validate code against OWASP Top 10 vulnerabilities. Prevent hardcoded secrets, injection vectors, and broken authentication before code reaches production.

Block engineering waste. This gatekeeper demands hard data, behavioral segments, and proven willingness-to-pay before a single line of code is written.