Productivity & Scraping Stateless MCP v2 Verified

GMapsScraper.AI

Created by GMapsScraper.AI

Streamable HTTP MCP server for searching Google Maps businesses and extracting structured listings, customer reviews, and photos for lead generation and local research.

Official Website

How to Connect & Install

Select your client or environment below to copy the verified, ready-to-run installation configuration.

1-line autonomous agent setup instruction. Paste into Claude Code, Codex CLI, or Cursor Agent:
Fetch and configure Model Context Protocol (MCP) server GMapsScraper.AI from https://www.fastmcp.dev/server/gmapsscraper-ai

Agents automatically discover, install, and execute the server spec without manual token setup.

Connect via direct Stateless MCP v2 / Streamable HTTP endpoint or JSON-RPC:
https://gmapsscraper.ai/api/mcp

Stateless edge endpoint compliant with MCP 2024-11-05 and v2 draft protocol specs.

Includes server instructions and tool definitions for Claude:
claude mcp add --transport http sub_2vkl3w9g https://gmapsscraper.ai/api/mcp

Run in terminal to register server in current project or pass --scope user for global availability.

Configures server instructions and tools for OpenAI Codex & ChatGPT Desktop:
[mcp_servers.sub_2vkl3w9g] url = "https://gmapsscraper.ai/api/mcp"

Applies to ChatGPT Desktop app, Codex CLI, and IDE extension across your Codex host.

Add to Cursor project settings (.cursor/mcp.json) or Cursor Settings > Features > MCP:
{ "mcpServers": { "sub_2vkl3w9g": { "type": "http", "url": "https://gmapsscraper.ai/api/mcp" } } }

Commit to version control to allow teammates to connect immediately.

Install as an autonomous Agent Skill using the standard skills CLI:
npx skills add https://gmapsscraper.ai

Standard agent skill installer compatible with Claude Code, Cursor, and agy harnesses.

Server Guidance & Instructions OpenAI & Claude Spec Compliant
GMapsScraper.AI: Call scrape_google_maps_search, scrape_google_maps_reviews, and scrape_google_maps_photos over Streamable HTTP with Bearer API key authentication to extract structured local business data.

Codex and Claude read this instruction prompt during initialization to orchestrate cross-tool workflows and rate limits.

Top Core Functions
01 Search Google Maps business listings at scale
02 Extract structured customer reviews and ratings
03 Retrieve public business photos and metadata
Available MCP Tools 3 Tools
scrape_google_maps_searchscrape_google_maps_reviewsscrape_google_maps_photos