Gsearch

Gsearch is an MCP server that provides real Google Search results to AI agents without requiring an API key.

Gsearch is a search tool designed specifically for AI agents, operating over the Model Context Protocol. It uses a hardened Firefox browser with real-device fingerprints to run Google search pages as they are, without relying on official APIs. The server returns typed JSON containing resolved URLs, AI Overviews, and People Also Ask sections. It runs locally on your machine or server, supporting custom proxies and self-hosted setups. It is built for developers and AI engineers who need direct access to Google results within their automated workflows.

Gsearch at a glance

Best for: Software engineer
Runs on: Web, Linux, macOS, Windows, self-hosted, open source
Pricing: Free
Released: October 2026
Category: AI search engine
Website: github.com/rayenmlayeh/gsearch

Key features

Fetches real Google search results over MCP
Resolves Google redirect links to actual URLs
Returns AI Overview and People Also Ask data
Runs a hardened Firefox browser locally
Supports rotating and static proxies
Provides typed JSON output for AI agents

Use it for

Retrieving real Google search results inside AI agent workflows
Scraping search snippets and resolved URLs programmatically
Gathering People Also Ask data for automated research

Alternatives to Gsearch

AnySearch MCP — It delivers high accuracy, fast latency, and structured outputs for AI agents.
Gspot — Stops bad code, type errors, and leaked keys before commits happen.
Searchbase — Independent web access with support for REST, MCP, self-hosting, and managed cloud.
Wigolo — Enables local web access for AI agents with no API keys, cloud dependency, or fees.
Sgrep — Runs locally without accounts or hosted indexes using small CPU models.
G Maps Crawl — Connects your AI agents directly to live Google Maps business search data.
OpenResearch — Run parallel research workflows locally or on remote compute.
Exa — Provides high-accuracy web search and deep research endpoints for AI agents.
MCP Server Finder — It provides a comprehensive directory with detailed profiles and compatibility matrices.
Bright Data MCP — Provides an MCP server with access to proxy infrastructure and scraping APIs.
XERJ — It answers agent questions from an index instead of wasting tokens on context windows.
Apify MCP Server — Connects AI agents with over 79,000 web scraping and automation tools.

All Gsearch alternatives