SEO Skill vs mcp-gsc
mcp-gsc is a free open source Python server by Amin Foroutan that you run on your own machine with your own Google Cloud project. SEO Skill gives your agent your own Search Console, Google Analytics and keyword data for free, with nothing to install.
Get started freeRun it in a terminal, then sign in with Google.
Or run it on your machine
Installs the CLI, signs you in and adds the skill to your agents. Site crawls and Bing data run this way, on your own machine. A crawl fetches many pages, and Bing blocks our hosted server.
At a glance
The four things most people compare first, from each product's own pages.
SEO Skill
- Free use
- Every on-demand tool, no usage cap
- Paid
- $50 a month per site, for the weekly audit
- Works in web chat
- Yes
- Connect
- One URL and a Google sign-in
mcp-gsc
- Free use
- Open source
- Paid
- No paid plan
- Works in web chat
- No
- Connect
- Run it on your own machine
Pick mcp-gsc if
From mcp-gsc's own pages.
You want everything on your own machine and are happy to set up a Google Cloud project.
You want to sign in with a Google service account.
You want to inspect up to 10 URLs in one request.
Pick SEO Skill if
One hosted MCP server for your own search data.
You want nothing to install and no Google Cloud project: one URL and a Google sign-in.
You want it in claude.ai, ChatGPT and Le Chat on the web, and in cloud agents that cannot reach your laptop.
You want every tool your agent calls to be free, with no usage cap and no trial that ends.
You want Search Console, Google Analytics, URL Inspection and Clicky behind one Google sign-in, plus keyword research with your own DataForSEO or Ahrefs key.
Side by side
Every fact we compared, with mcp-gsc's taken from the sources at the end of this page.
SEO Skill: Add https://seoskill.dev/mcp to your agent and sign in with Google. Read-only access, no Google Cloud project, no API key.
mcp-gsc: Your own Google Cloud OAuth client (Desktop app client secrets JSON, browser sign-in on first use) or a Google Cloud service account JSON key added as a user on the Search Console property.
SEO Skill: 7 hosted tools: seo_sites, seo_report, seo_page, seo_compare, seo_index, seo_research and seo_data. The CLI adds the site crawl, internal links and Bing.
mcp-gsc: README says get_capabilities returns 'the full list of all 20 tools'. The README tools table lists 15 of them. Source: GitHub README, Available Tools section.
SEO Skill: Google Search Console, Google Analytics, URL Inspection, Clicky, and DataForSEO or Ahrefs with your own key. Bing Webmaster Tools in the CLI. Free Domain Rating by Ahrefs on research rows.
mcp-gsc: Google Search Console
SEO Skill: Claude Code, Claude, ChatGPT, Codex, Cursor, VS Code, Gemini CLI, Windsurf, Le Chat and any remote MCP client
mcp-gsc: Claude Desktop, Cursor, Codex CLI, Gemini CLI, Antigravity
SEO Skill: Yes
mcp-gsc: No
SEO Skill: Every on-demand tool, with no usage cap and no time limit.
mcp-gsc: Yes, MIT licensed open source. The README also promotes a separate hosted product, Advanced GSC MCP, with no price stated.
SEO Skill: The weekly site audit is $50 a month per site: weekly crawl, daily Google index checks, stored history, drop and return alerts, and a Monday email and webhook. Cancel any time.
mcp-gsc: Free and open source
SEO Skill: Read-only Google sign-in. Your agent can start the paid audit for a site, which returns a Stripe Checkout link for you to open.
mcp-gsc: Can submit and delete sitemaps and add or remove Search Console properties. add_site, delete_site and delete_sitemap are disabled unless GSC_ALLOW_DESTRUCTIVE is set to true.
SEO Skill: Search Console and analytics rows are fetched on each request and never stored, except what the paid weekly audit keeps for its sites. Your linked accounts and saved keys are kept, encrypted.
mcp-gsc: Runs locally on your machine by default (optional SSE transport or Docker for remote use). The OAuth token is cached in the platform user config directory.
SEO Skill: Google's 16 months, read live. With the weekly audit, crawl and index history for the sites you audit.
mcp-gsc: Google's 16 months
SEO Skill: Hosted service, with the CLI and local MCP server open source (Apache 2.0)
mcp-gsc: MIT
Move from mcp-gsc in a few minutes
Nothing to migrate: SEO Skill reads your accounts live. When you are done, remove mcp-gsc from your agent and revoke its access.
- Add SEO Skill to your agentUse the setup box above, or the steps for your client on the integrations page.
Check your access
Ask "list my Search Console properties". Every Google account you link shows up.
- Add your research keySave a DataForSEO or Ahrefs key on your account page if you use keyword research.
Carry your prompts over
Prompts in plain words work as they are. Prompts that name mcp-gsc's own tools need rewording.
More comparisons
Other ways to give your agent search data, next to SEO Skill.
Google Analytics MCP
Free: Open source. Paid: No paid plan.
SEO Skill vs Google Analytics MCPsearch-console-mcp
Free: Open source. Paid: No paid plan.
SEO Skill vs search-console-mcpmcp-server-gsc
Free: Open source. Paid: No paid plan.
SEO Skill vs mcp-server-gscSuganthan's GSC MCP
Free: Open source. Paid: No paid plan.
SEO Skill vs Suganthan's GSC MCPQuestions about mcp-gsc
Sources for mcp-gsc, read 2 November 2026: README, tools, setup, clients, web app limit, Version 0.4.1.