ScrapeGraph MCP Server
Rank #30,693glama/ScrapeGraphAI/scrapegraph-mcp
A production-ready Model Context Protocol server that enables language models to leverage AI-powered web scraping capabilities, offering tools for transforming webpages to markdown, extracting structured data, and executing AI-powered web searches.
What you can do with ScrapeGraph MCP Server
ScrapeGraph MCP Server is a Model Context Protocol (MCP) server published by ScrapeGraphAI. It ranks #30,693 of 144,396 active servers on MCP Toplist, and its repository has 115 GitHub stars. ScrapeGraph MCP Server is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Mar 8, 2025.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What ScrapeGraph MCP Server can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using ScrapeGraph MCP Server
The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect ScrapeGraph MCP Server and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
What changed, and when this was checked
- First listed
- Mar 8, 2025
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- Glama ↗listed since Apr 27, 2026 · still listed
Do you maintain ScrapeGraph MCP Server? to correct or enrich this profile.
Version information unavailable
The registry that lists this server does not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 113,703 of 144,396 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2FScrapeGraphAI%2Fscrapegraph-mcp)<a href="https://mcptoplist.com/server/glama%2FScrapeGraphAI%2Fscrapegraph-mcp"><img src="https://mcptoplist.com/badge/glama%2FScrapeGraphAI%2Fscrapegraph-mcp.svg" alt="MCP Toplist: Top 25% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains ScrapeGraph MCP Server?
- ScrapeGraph MCP Server is maintained by ScrapeGraphAI, which publishes 8 MCP servers (5 total versions) tracked on MCP Toplist.
- Is ScrapeGraph MCP Server listed on the Official MCP Registry?
- ScrapeGraph MCP Server is not on the Official MCP Registry. It is listed on Glama.
- How many versions does ScrapeGraph MCP Server have?
- Version information is unavailable for ScrapeGraph MCP Server: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for ScrapeGraph MCP Server?
- The source code for ScrapeGraph MCP Server is hosted at github.com/ScrapeGraphAI/scrapegraph-mcp.
Do you run this server?
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