OpenGSC: Self-hosted Google Search Console dashboard — rank tracking, keyword research, AI-visibility audits and an AI

by fenjo26 · MCP Server · ★ 49

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: CAUTION · quality 57/100

Flagged: sudo usage. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

analyticsbackorderbackorder-domaindashboarddropsgoogle-search-consolegscnextjsopen-sourceprisma

Quick Facts

Stars49
Forks28
LanguageTypeScript
CategoryMCP Server
LicenseMIT
Quality Score57/100
Last Updated2026-10-22
Created2026-04-21
Platformsclaude-code, mcp, node
Est. Tokens~26k

About OpenGSC

Self-hosted Google Search Console dashboard — rank tracking, keyword research, AI-visibility audits and an AI SEO content suite. Includes a 94-tool MCP server, so Claude Code or Cursor works with your SEO data directly. No subscription: your VPS, your API keys.

Compatible Skills

These tools work well together with OpenGSC for enhanced workflows:

  • on-page-seo — semantic(0.34)+complementary+same_lang+similar_pop+shared_platform (62%)
  • localseoskills — semantic(0.49)+complementary+rare_topics+similar_pop+shared_platform (62%)
  • agentic-seo-skills — semantic(0.30)+complementary+same_lang+similar_pop+shared_platform (60%)

OpenGSC alternative? Top 6 similar tools

Looking for a OpenGSC alternative? If you're comparing OpenGSC with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • on-page-agent by gbessoni · ⭐ 146

    On Page Agent -- The first AI agent that writes pages Google ranks AND LLMs cite. One command in, ranking page

  • seo-agi by gbessoni · ⭐ 103

    SEO AGI -- The first AI agent that writes pages Google ranks AND LLMs cite. One command in, ranking page out.

  • codex-viz by onewesong · ⭐ 72

    Local-first dashboard for Codex sessions with trends, token usage, tools, and word cloud | Codex 本地数据分析仪表盘

  • Carmack-Council by SamJHudson01 · ⭐ 51

    Multi-agent Claude Code skill for building apps and stuff

  • dataseo-mcp by egebese · ⭐ 193

    A free SEO research tool using Model Context Protocol (MCP) powered by Ahrefs data. Get backlink analysis, key

  • facebook-ads-library-mcp by talknerdytome-labs · ⭐ 189

    MCP Server for Facebook ADs Library - Get instant answers from FB's ad library

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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