LLM Latency Tracker by llmlatency.dev

MCP server · Observability & incidents · indexed, not reviewed

Hostedvendor's own

Not reviewed

No score, grade or rank. This listing is facts from the official MCP registry and our own checks, and it stays out of the rankings until the panel reviews it.

How the index works

Measured latency, time to first token and uptime for ~45 AI inference APIs, by region.

What the official MCP registry says

Facts

MCP registry
dev.llmlatency/llm-latency-tracker · 1.1.0
Endpoint
https://llmlatency.dev/mcp
GitHub stars
2
Registry entry
updated 16 Aug 2026

From the official MCP registry, the package registries and our own checks. JSON · Markdown

Why it's listed

  • It's published in the registry under llmlatency.dev, a namespace the registry only gives to whoever proves they control that domain.

Being indexed says nothing about quality, and nobody can pay for it. Is this yours? Ask for a review.

Tools it lists 2 · about 188 tokens of context · checked 4 hours ago

ToolWhat it doesHint
get_ai_api_latencyMeasured latency (TTFB p50/p95) and uptime rankings of AI inference API providers by region, from llmlatency.dev.
get_model_deprecationsAI model deprecation calendar: announced and shutdown dates, replacement models, and how many days of migration notice each provider actually gives (median/min/max). Every entry is verified against the provider own…

What https://llmlatency.dev/mcp answered to tools/list, asked without credentials. answered without the initialize handshake. The token figure is the size of the list as sent, divided by four; a model sees about that much before it calls anything. Full definitions, input schemas included, are in the listing's JSON under mcpTools.

How its tools read to an agent 0 errors · 2 warnings · 1 note

  • warnTC16get_ai_api_latencyno readOnlyHint or destructiveHint
  • warnTC16get_model_deprecationsno readOnlyHint or destructiveHint
  • noteTC24server2 of 2 tools have no outputSchema

The checks from /check and anchor check, run each day on the list above: about 188 tokens of definitions. Not part of the score yet. Check your own server.

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.