
54yyyu/zotero-mcp5.3kzotero-mcp
Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.
科研

Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI visibility on your real GSC/GA4/ads data. claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp
Open-source SEO + GEO skills for Claude on a free SEO MCP server (the Ryze connector) — keyword research, rank tracking, site audits, backlinks, competitor gaps, AI visibility — running on your own Search Console, Analytics and ads data through the Ryze MCP, with DataForSEO built in for the data Google won't give you.
No subscription for the tool. No markup on API calls. The skills are MIT — take them, change them, ship them.
"Open source SEO tools" are having a moment. Look closer and most are a UI over the DataForSEO API: you either bring your own key and pay per request, or pay a hosted subscription plus a ~28% markup on every data call. The code is free; the data never was.
This takes the opposite approach:
claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp
claude plugin marketplace add Ryze-AI-Adgent/open-seo-mcp-skills
claude plugin install open-seo-mcp-skills@ryze
Then: "run an SEO audit on mysite.com". The plugin bundles the connector, so step one is optional in Claude Code.
Product pages: Google Ads MCP · Meta Ads MCP
1. Connect the Ryze MCP — in Claude: Settings → Connectors → Customize → add custom connector:
Name: Ryze AI
URL: https://connector.get-ryze.ai/mcp
Sign in, pick your workspace, connect your Google Search Console / GA4 / ads accounts once. Full guide: https://www.get-ryze.ai/how-to-connect-claude-to-google-meta-ads-mcp
2. Install the skills — as a Claude Code plugin:
claude plugin marketplace add Ryze-AI-Adgent/open-seo-mcp-skills
/plugin install open-seo-mcp-skills@ryze
or just copy them:
git clone https://github.com/Ryze-AI-Adgent/open-seo-mcp-skills && cp -r open-seo-mcp-skills/skills/* ~/.claude/skills/
| Skill | What it does | Data source |
|---|---|---|
seo-audit | Full site audit: indexation, CTR anomalies, decaying pages, quick wins | GSC + GA4 |
keyword-research | Seed → ideas → volume/CPC/intent → clustered keyword plan | Google Ads + DataForSEO |
rank-tracking | Position movers between any two periods, no tracker subscription | GSC |
competitor-gap | Keywords a competitor ranks for that you don't | DataForSEO + GSC |
backlink-check | Backlink profile + referring domains vs a competitor | DataForSEO |
ai-visibility | Which AI engines send you traffic and which pages they cite | GA4 AI-referral reports |
content-brief | SERP-driven brief: headings, entities, questions, internal links | DataForSEO + GSC |
seo-vs-ads | Queries you pay for that you already rank for organically | GSC × Google Ads |
Then just ask: "run an SEO audit on my site", "what keywords does competitor.com rank for that I don't?", "how much am I paying for clicks I'd get free?"
| OpenSEO-style wrappers | Semrush/Ahrefs | This | |
|---|---|---|---|
| Tool cost | free code or ~$10/mo hosted | $120+/mo | free (MIT) |
| Data cost | your DataForSEO bill (+~28% markup if hosted) | included | through your Ryze workspace |
| Rankings | estimated from SERP scrapes | estimated | your real GSC positions |
| Traffic | estimated | estimated | your real GA4 |
| AI visibility | prompt-sampling estimates | limited | your actual AI referral traffic |
| Works inside Claude | via MCP | no | native skills + MCP |
What is an SEO MCP server? A Model Context Protocol server that gives Claude, ChatGPT or Cursor SEO data and actions as tools. This one exposes Google Search Console, GA4, Google Ads keyword data, DataForSEO, and optionally Ahrefs and Semrush, through https://connector.get-ryze.ai/mcp.
Is this the best SEO MCP server for Claude Code? It is the only one we know of that runs on your real Search Console positions and GA4 traffic instead of scraped estimates, with rank tracking, audits, backlinks and competitor gaps as ready skills. Install: claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp.
Does it cover GEO and AI visibility? Yes. The ai-visibility skill reads GA4 AI-referral traffic (ChatGPT, Perplexity, Claude, Gemini) and reports which pages they cite; the Ryze workspace also tracks brand mentions in AI answers.
Is it free? The skills are MIT and the connector is free to add. Data comes from your own connected accounts, with no per-call markup.
Does it work in Cursor, ChatGPT or Claude Desktop? Yes. Add the same URL as a custom connector; the skills are Markdown and can be pasted into any client.
Ryze MCP tools are namespaced <provider>__<tool> (e.g. google_search_console__runRawSearchAnalytics, google_ads__generateKeywordIdeas). When a request shape is unclear, call native__get_provider_docs with the provider (dataforseo, google_search_console, …) — it returns the official API docs. Tool availability can vary by workspace; every skill here states its fallback.
MIT. The skills and this repo are free forever. Data access runs through your own Ryze workspace and your own connected accounts.

54yyyu/zotero-mcp5.3kZotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.
科研

u14app/deep-research4.7kUse any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
科研

blazickjp/arxiv-mcp-server3.2kA local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk. Search is optional.
科研

openags/paper-search-mcp2.8kMCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.
科研

genomoncology/biomcp647
Gennadiyev/STS2MCP510Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and the MCP server for the mod.
科研