Developer Tools●Mid
GSC Skill – Live SEO Analytics for AI Agents (Claude Code, OpenClaw)
GSC API wrapper for AI agents, but positioning assumes narrow agent adoption.
Niche Gem
ytlhome
103mo ago
Back to browse
GitHub Repository
Google Search Concole CLI. Designed for convinient use by LLMs / Coding Agents
3 starsPython
Google Search Console CLI
by Gregoryy·Feb 17, 2026·1 point·0 comments
AI Analysis
●●SolidNiche GemShip It
The Take
This turns the Search Console API into a handy, pipx-installable CLI — native OAuth (no gcloud required) and a built-in gsc doctor cut out a lot of the usual setup friction. It supports sitemap management, URL inspection with raw JSON output, and flexible analytics queries with CSV/JSON/table formats, so it’s immediately useful for scripts and agents even if it isn’t reinventing the space.
Category
Target Audience
SEO professionals, site owners, backend/frontend developers, and automation/agent builders who need scripted access to Search Console data
Post Description
Sharing this GSC CLI built on python. Great to use in your agents, e.g. OpenClaw (just tell it to install and authentificate).
Once done, you/your agent can view you organic traffic statistics and opmitize your website.
Similar Projects
AI/ML●●Solid
Google Search Console MCP – read-only, OAuth, free
Free read-only MCP server for Search Console when most others gate data behind paywalls.
Solve My ProblemSlick
noahflk
3027d ago
SaaS●Mid
I built an AI tool that turns Search Console data into SEO wins
Another Search Console wrapper with AI briefs — Ahrefs and SEMrush already do this.
SlickShip It
karakhanyans
3012d ago
AI/ML●●●Banger
CalmSEO – Keyword and Google Search Console Tools for Your AI Agent
One MCP endpoint replaces custom glue code for SEO data in AI workflows.
Big BrainSolve My Problem
noahflk
107d ago
SaaS●Mid
AI Agent for SEO
ChatGPT traffic via auto-publishing, but Surfer AI, MarketMuse already do this.
Solve My Problem
Creator-io
203mo ago
Open Source●●Solid
Citatra – Opensource AI visibility tracker for Google AI Overview
Self-hostable alternative to closed AI visibility SaaS, but limited by 1-workspace open-source cap.
Niche GemDark Horse
Citatra
103mo ago