Upscrape MCP server

MCP serverCommerce & finance

Real-time data APIs for 50+ commerce, grocery, social and maps platforms over one OAuth MCP server

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use Upscrape MCP server

Install Upscrape MCP server

The server’s own address, for the clients that take one directly. Or connect ahel onceand every client you use reads it from one address, with the account kept on ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http upscrape-mcp-server 'https://data.upscrape.com/mcp'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://data.upscrape.com/mcp

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=upscrape-mcp-server&config=eyJ1cmwiOiJodHRwczovL2RhdGEudXBzY3JhcGUuY29tL21jcCJ9

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://data.upscrape.com/mcp

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add upscrape-mcp-server --url 'https://data.upscrape.com/mcp'

    Run it once, then sign in with codex mcp login upscrape-mcp-server if the server asks for an account.

From the project's README

As published by Upscrape/upscrape-mcp in README.md.

Real-time data APIs for 50+ commerce, grocery, social and maps platforms, over one remote MCP server. AI clients such as Claude, ChatGPT, Cursor, VS Code, Codex and Gemini CLI connect with OAuth and get structured JSON from the live source.

This repository holds connection instructions and the registry description. The server itself is hosted by Upscrape; there is nothing to install or run.

Server URLhttps://data.upscrape.com/mcp
TransportStreamable HTTP (remote)
AuthenticationOAuth 2.1 with PKCE and dynamic client registration, or an API key as a bearer token
MCP Registry namecom.upscrape/mcp
Documentationdocs.upscrape.com/docs/mcp/overview
Catalogupscrape.com/scrapers

Connect

Add the server URL to your client and sign in to Upscrape when the browser opens. No API key is needed with OAuth. You can also generate a configuration for your client at Connect MCP.

Claude and ChatGPT

Add a custom connector with this URL and sign in:

https://data.upscrape.com/mcp

Claude Code

claude mcp add --transport http upscrape https://data.upscrape.com/mcp

Then open /mcp in Claude Code and authenticate.

Cursor

Add to your MCP configuration (example):

{
  "mcpServers": {
    "upscrape": {
      "url": "https://data.upscrape.com/mcp"
    }
  }
}

VS Code

Save as .vscode/mcp.json, start the server and authenticate (example):

{
  "servers": {
    "upscrape": {
      "type": "http",
      "url": "https://data.upscrape.com/mcp"
    }
  }
}

Codex

Add to your Codex configuration, then run codex mcp login upscrape (example):

[mcp_servers.upscrape]
url = "https://data.upscrape.com/mcp"

Gemini CLI

Add to settings.json, then run /mcp auth upscrape (example):

{
  "mcpServers": {
    "upscrape": {
      "httpUrl": "https://data.upscrape.com/mcp"
    }
  }
}

API key instead of OAuth

Clients that accept a bearer token can use an Upscrape API key. See API key setup.

Tools

The default connection exposes four tools:

ToolWhat it doesCost
upscrape_search_capabilitiesFinds capabilities by task, platform, URL or category. Top matches include their input schemaFree
upscrape_describe_capabilityReturns a capability's exact input schema, example input, timeout and priceFree
upscrape_executeRuns one capability. Supports a credit ceiling (max_credits) and safe retries (operation_key)The capability's published price, charged only when the job succeeds
upscrape_get_job_resultRetrieves a job started earlier, including large results in chunksFree

Every tool carries read-only and destructive hints. No tool is destructive.

To expose specific platforms or capabilities as their own named tools, add them to the URL, for example https://data.upscrape.com/mcp?platforms=blinkit. See tool pinning and tools.

Pricing

Prepaid credits, fixed price per request, no subscription. Each capability publishes its price. Failed requests are not charged and purchased credits do not expire. New accounts get up to 100 free credits to start. See pricing.

Security

  • Access tokens are bound to the MCP resource and can be revoked at any time.
  • The consent page can restrict a connection to selected platforms or disable execution. See scoped access.
  • Results come from third-party websites. Treat them as data, never as instructions. See security.

Upscrape is not affiliated with the platforms in its catalog. Platform names are trademarks of their respective owners.

Support

Email founders@upscrape.com or open an issue in this repository.

Advanced
Delivery
mcp MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
Catalog kind
mcp-server
Gateway key
com-upscrape-mcp
Source
github.com/Upscrape/upscrape-mcp
Hosted endpoint
https://data.upscrape.com/mcp