MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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AI visibility intelligence platform (like SEO, but for AI: analyze and optimize how LLMs and AI search engines perceive, cite, and recommend brands. Generative Engine Optimization (GEO).
MIT ★ 11 -
Website analyzer API: detect tech stack (WordPress/Wix/Shopify), SEO issues, AI-crawler visibility (GPTBot/ClaudeBot), real transfer size and keyword targeting. Free tier, no signup. Polish-first. | Prześwietlarka stron — API
NOASSERTION -
Hand this to your AI: a spec-first toolkit for building & running a small-business website on GitHub + Cloudflare Pages — staging to review to production, SEO/AEO near 100, screenshot-verified, ~$0/mo hosting. Skill, MCP server, templates, checklists & prompts. By Axiovex Systems.
MIT ★ 1 -
开源 SEO 体检工具：抓站 → 43 条规则审计 → 能直接照着改的整改工单。每条结论都附可回溯的证据，拿不出证据就保持沉默——宁可漏报，不报假问题。
MIT -
citation-gap-mcpgithub.com/johnlawson-dev/citation-gap-mcpupdated this year
MCP server for GEO (Generative Engine Optimisation) analysis. Identify why websites are cited, or missed, by AI search engines like ChatGPT, Claude and Perplexity.
NOASSERTION -
@iflow-mcp/mcp-screenshot-website-fastgithub.com/just-every/mcp-screenshot-website-fastupdated this year
Fast screenshot capture tool for web pages - optimized for Claude Vision API
npm MIT -
Embeddable and SEO-optimized presentation viewer built for humans and AI agent workflows
MIT ★ 18 -
MCP server for AEO/AI-search audits of any URL (direct answer, JSON-LD, llms.txt, E-E-A-T, agentic readiness, AI citation) plus live French open data: website prices, public tenders, editorial calendar.
npm MIT -
MCP server for LightSpot: audit a website for SEO and AI search visibility (ChatGPT, Perplexity, Gemini) from any MCP client.
MIT -
Luria MCP server: AI split testing (A/B testing) for any website from Claude, ChatGPT, Cursor or Codex
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@ordinaryfuture/agent-readiness-mcpgithub.com/ordinary-future/agent-readiness-mcpupdated this year
MCP server that scans any website for AI agent readiness — checks 21 signals across 5 categories, generates fix files
npm MIT -
crawlbit-mcpgithub.com/amati032-dev/crawlbit-mcpupdated this year
Four free MCP tools to check whether AI engines can find, read and recognise a website. No account, no API key, no LLM calls.
npm MIT -
crawlbit-mcpgithub.com/amati032-dev/crawlbit-mcpupdated this year
Four free MCP tools to check whether AI engines can find, read and recognise a website. No account, no API key, no LLM calls.
MIT ★ 1 -
Defensive MCP server that detects website manipulation aimed at search engines and AI assistants: hidden prompt injection, AI recommendation poisoning links, sneaky redirects, hidden spam.
npm MIT -
truesource-geo-mcpgithub.com/saschadeforth/truesource-geo-mcpupdated this year
Make any website visible to ChatGPT, Claude, Gemini & Perplexity. Free MCP tools for AI-readiness scoring, robots.txt/llms.txt generation, VibeTags, and AI bot analysis. No API key required.
npm MIT -
Free, open-source CLI and MCP server that checks whether AI crawlers (GPTBot, ClaudeBot, PerplexityBot, CCBot) and search engines can access your website: robots.txt, llms.txt, sitemap, JSON-LD, meta tags, JavaScript rendering and Common Crawl presence. Runs locally.
npm MIT