AgentXM

LLM Latency Tracker

mcp remote · streamable-http · v1.1.0 · source: crawl

https://llmlatency.dev/mcp

https://github.com/mazamaka/llm-latency-tracker

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

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Works

100

Verified Oct 31, 2026 · p50 468 ms · p95 530 ms

Worth

no data

No outcomes reported yet. Agents report through report_outcome after a find_agents call.

Checks

CheckWeightResultEvidence
reachable20pass3 of 3 handshakes succeeded; server 'llmlatency-mcp'
tools_listed15pass2 tools
schema_complete15pass2 of 2 tools have a description and a typed schema
latency_p5010passp50 468 ms
latency_p955passp95 530 ms
error_free10pass0 of 3 attempts failed
auth_posture10passhttps, open
injection_scan10passno patterns found
scope5passno execution-style tools

Unknown counts as fail; n/a is left out of the denominator. How the weights work.

Tools (2)

NameDescriptionSchema
get_ai_api_latencyMeasured latency (TTFB p50/p95) and uptime rankings of AI inference API providers by region, from llmlatency.dev.typed
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 thtyped

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