AI visibility MCP - SEOforGPT
Description
SEOforGPT helps marketing agencies and SEO consultants measure and improve their client brands visibility in AI answers across ChatGPT, Claude, Perplexity, Gemini, and other AI engines. Use this MCP server to list SEOforGPT projects, run AI visibility checks, fetch visibility reports, inspect competitor intelligence, prepare client briefs, check website readiness, create share links, and generate GEO-focused content from the same workflows available in the SEOforGPT app. Hosted MCP endpoint: https://www.seoforgpt.io/mcp Documentation: https://www.seoforgpt.io/docs/mcp
What our measurements say
AI visibility MCP - SEOforGPT is a remote MCP server published at seoforgpt.io. It has been probed 34 times since 9/10/2026. It answered in 34 of them (100.0%), a near-uninterrupted record. Median response time is 1,453 ms, a delay an agent will notice. 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
Event narrative
Sign up free to generateRaw observations
| Run | Era | Modern | ms | Legacy | ms | Versions |
|---|---|---|---|---|---|---|
| 2026-09-14 00:19:26 | Auth-gated | 401 | 1237 | 401 | 1320 | — |
| 2026-09-13 22:17:36 | Auth-gated | 401 | 1065 | 401 | 1134 | — |
| 2026-09-13 21:01:02 | Auth-gated | 401 | 1043 | 401 | 1058 | — |
| 2026-09-13 18:57:30 | Auth-gated | 401 | 1388 | 401 | 1329 | — |
| 2026-09-13 16:52:42 | Auth-gated | 401 | 2319 | 401 | 1914 | — |
| 2026-09-13 14:49:35 | Auth-gated | 401 | 1781 | 401 | 2112 | — |
| 2026-09-13 12:47:19 | Auth-gated | 401 | 1114 | 401 | 1124 | — |
| 2026-09-13 10:45:14 | Auth-gated | 401 | 1319 | 401 | 1366 | — |
| 2026-09-13 08:43:04 | Auth-gated | 401 | 2312 | 401 | 2367 | — |
| 2026-09-13 06:40:42 | Auth-gated | 401 | 2529 | 401 | 2714 | — |
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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[](https://mcpmetrics.io/servers/hey-jazq-seoforgpt)<a href="https://mcpmetrics.io/servers/hey-jazq-seoforgpt"><img src="https://mcpmetrics.io/badge/hey-jazq/seoforgpt/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
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