multipliers.ai Site Auditor
https://multipliers.ai/api/mcp ↗
Description
**AI-readiness audit for any public website** — ecommerce, content, SaaS, docs, marketing sites. Built for the era where AI assistants (ChatGPT, Perplexity, Claude, Google AI Overviews) decide who gets cited. When a shopper asks ChatGPT *"what's the most comfortable lightweight summer shoe?"* — does **Crocs** show up? When someone asks Perplexity *"best running shoes for marathon training"* — is **Academy Sports** in the answer? When a buyer asks Claude *"where should I buy an engagement ring online?"* — does **Signet** appear with a citation? The answer depends on whether your site has the metadata, structured data, and AI-crawler signals that LLM-powered search engines actually parse. Most sites were built for human SEO (Google blue links). They've never been audited for **AI citation readiness**. Multipliers Site Auditor changes that. Point it at any public URL and in ~20 seconds you get a **comprehensive, evidence-backed report**: - A **0–100 AI-readiness score** with a transpa
What our measurements say
multipliers.ai Site Auditor is a remote MCP server published at multipliers.ai. It has been probed 26 times since 9/10/2026. It answered in 26 of them (100.0%), a near-uninterrupted record. Median response time is 471 ms, placing it among the faster endpoints. Its tool list could not be read; the server is closed to direct calls. It answers direct calls with an authentication wall.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Agent readability score
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| Run | Era | Modern | ms | Legacy | ms | Versions |
|---|---|---|---|---|---|---|
| 2026-09-13 08:43:04 | Auth-gated | 401 | 305 | 401 | 298 | — |
| 2026-09-13 06:40:42 | Auth-gated | 401 | 615 | 401 | 612 | — |
| 2026-09-13 04:35:29 | Auth-gated | 401 | 774 | 401 | 790 | — |
| 2026-09-13 01:33:33 | Auth-gated | 401 | 328 | 401 | 337 | — |
| 2026-09-12 23:31:36 | Auth-gated | 401 | 699 | 401 | 695 | — |
| 2026-09-12 21:29:15 | Auth-gated | 401 | 502 | 401 | 496 | — |
| 2026-09-12 19:27:29 | Auth-gated | 401 | 642 | 401 | 619 | — |
| 2026-09-12 17:24:09 | Auth-gated | 401 | 600 | 401 | 656 | — |
| 2026-09-12 15:21:42 | Auth-gated | 401 | 485 | 401 | 471 | — |
| 2026-09-12 13:29:16 | Auth-gated | 401 | 350 | 401 | 341 | — |
Availability history
Each block is one measurement round. Green: working response. Amber: responded but the server was returning errors (5xx). Red: no response at all.
Era history
Each cell is one probe run. Faded cells are incomplete probes — one leg did not answer, so the era is inconclusive.
Response time history
The two probe legs separately: modern server/discover and legacy initialize.
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Auth-gated
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