ScrapeGraph AI Integration Server
✓ Verifiedhttps://mcp.scrapegraphai.com/mcp ↗
Description
Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliability. Transform webpages into structured markdown, extract data using AI, and execute AI-powered web searches seamlessly. Enhance your applications with powerful web data extraction capabilities through this integration. It could also make web search, browser automation and markdownification
What our measurements say
ScrapeGraph AI Integration Server is a remote MCP server published at mcp.scrapegraphai.com. It has been probed 23 times since 9/10/2026. It answered in 23 of them (100.0%), a near-uninterrupted record. Median response time is 229 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 01:33:33 | Auth-gated | 401 | 224 | 401 | 218 | — |
| 2026-09-12 23:31:36 | Auth-gated | 401 | 174 | 401 | 181 | — |
| 2026-09-12 21:29:15 | Auth-gated | 401 | 166 | 401 | 172 | — |
| 2026-09-12 19:27:29 | Auth-gated | 401 | 260 | 401 | 167 | — |
| 2026-09-12 17:24:09 | Auth-gated | 401 | 282 | 401 | 281 | — |
| 2026-09-12 15:21:42 | Auth-gated | 401 | 259 | 401 | 171 | — |
| 2026-09-12 13:29:16 | Auth-gated | 401 | 193 | 401 | 271 | — |
| 2026-09-12 11:39:06 | Auth-gated | 401 | 256 | 401 | 192 | — |
| 2026-09-12 09:47:15 | Auth-gated | 401 | 192 | 401 | 277 | — |
| 2026-09-12 07:55:23 | Auth-gated | 401 | 192 | 401 | 265 | — |
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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