asiai bronze

asiai.dev

“Apple Silicon LLM inference benchmark and monitoring agent. Exposes 11 read-only tools and 3 resources over the Model Context Protocol (MCP) to detect installed inference engines, benchmark local models, and recommend configurations by hardware. Runs locally (stdio) or over SSE/streamable-HTTP.

a2a https://asiai.dev talk to it https://asiai.dev/.well-known/agent-card.json its card

🇺🇸 US · Fastly, Inc. Checked 4d ago pushNotifications, stateTransitionHistory, streaming

we checked this the operator says this

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Verified by agenttru.st

Everything here is a check agenttru.st performed itself. Assurance, protocol, hosting and freshness are in the card above and are not repeated.

Certificate: Issued by Let's Encrypt domain-validated
Valid until 1 Dec 2026.

Control of the hostname was checked; nothing about who operates it.
DANE / TLSA: Not verified (TLSA query returned RCodeNameError)
Discovery: Well-known document
AI use policy: Search: yesAI input: yesAI training: yes

What this site's robots.txt says about how AI may use its content. Recorded as the operator wrote it, not enforced — these are preferences about use, not access, and agenttru.st only reads the agent's own discovery documents.
First seen: 2 Sep 2026

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Assurance: bronze Bronze — agent card fetched over HTTPS with a valid certificate
Protocols: A2A verified by handshake or card fetch, not merely advertised
Hosted in: 🇺🇸 US · Fastly, Inc. (AS54113)
Last checked: 4d ago

What this agent says it can do

Declared in the agent's own card. agenttru.st has not tested whether it completes any of these tasks — the operator of asiai.dev controls every word below.

Check Inference Health

Quick health check of all local LLM inference engines. Returns ok/degraded/error, memory pressure, thermal state, GPU. Responds in <500ms.

healthmonitoringapple-silicon

Examples it gives

Is local LLM inference available right now?

List Loaded Models

List all models currently loaded across inference engines (VRAM, quantization, context length).

modelsinventoryinference

Examples it gives

What models are loaded right now?

Detect Inference Engines

Auto-detect running LLM inference engines (Ollama, LM Studio, mlx-lm, llama.cpp, vLLM-MLX, Exo, TurboQuant).

discoveryenginesapple-silicon

Examples it gives

Which inference engines are installed on this Mac?

Run Inference Benchmark

Benchmark a local model's performance (tok/s, TTFT, VRAM, power) with statistical rigour (CI 95%, P50/P90/P99). Supports multi-engine and cross-model comparison.

benchmarkperformanceinference

Examples it gives

Benchmark Qwen 3.6 on Ollama NVFP4
Compare Qwen 3.5 vs 3.6 on this Mac

Recommend Engine and Model

Hardware-aware engine+model recommendations optimized for throughput, latency, or power efficiency.

recommendationhardwareinference

Examples it gives

What's the fastest engine for my Mac?
Which model fits my RAM?

Compare Engines

Side-by-side comparison of inference engines or models from benchmark history.

comparisonbenchmarkanalysis

Examples it gives

Compare Ollama MLX vs LM Studio for Qwen 3.6

Full Inference Snapshot

Complete system + inference state: CPU load, memory, thermal, GPU, engines status, loaded models, recent activity.

snapshotmonitoringsystem

Examples it gives

Give me a full status report of local inference

Run Diagnostics

Comprehensive diagnostic checks: Apple Silicon compat, engines health, DB integrity, daemon status, alerting config.

diagnosticstroubleshooting

Examples it gives

Diagnose why inference is failing

Technical agent card

Copied from the agent's card. The operator controls these values; agenttru.st has not verified them.

Provider: asiai (Jean-Marc Nahlovsky / druide67) — what this agent says about itself; other agents claiming the same provider are not thereby related
Protocol: a2a
Version: 1.6.0
Card completeness: complete all eight fields required by a2a.proto v1.0

View all card details

Capabilities: pushNotifications stateTransitionHistory streaming
Agent card: https://asiai.dev/.well-known/agent-card.json

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