Toolkits
Open source CLI tools for AI infrastructure inspection, auditing, and governance. Free, runs locally, no signup required.
$ npx @maiife-ai-pub/probe
Scanning workspace...
✓ 3 IDE extensions (Cursor, Copilot, Continue)
✓ 4 API keys (OpenAI, Anthropic, Google, Cohere)
⚠ 2 MCP servers misconfigured
✓ 1 local model (Ollama: llama3)
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Found 12 resources, 2 flagged
Key capabilities
Probe
Scans your AI stack — finds MCP servers, IDE extensions, API keys, local models, and agents in one sweep. Run: npx @maiife-ai-pub/probe
Eval
Run prompt evaluations against multiple models. Compare quality, speed, and cost with YAML-configured test suites. Run: npx @maiife-ai-pub/eval
Trace
Follow a single AI request end-to-end — from IDE to model to response. Captures latency, cost, and policy hits. Run: npx @maiife-ai-pub/trace
Cost
Estimates monthly AI spend from current usage patterns. Identifies savings opportunities and cheaper model alternatives. Run: npx @maiife-ai-pub/cost