Rank tracking without a tracker subscription — position movers between any two periods from real Search Console data.

MITAuto-check passedMarketing & SEO

Install Rank Tracking

skills CLI
$ npx skills add Ryze-AI-Adgent/open-seo-mcp-skills --skill rank-tracking -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install Ryze-AI-Adgent/open-seo-mcp-skills rank-tracking --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/Ryze-AI-Adgent/open-seo-mcp-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/rank-tracking .claude/skills/rank-tracking && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
rank-tracking
GitHub stars
4.7k
Token cost
~573 tokens
SKILL.md length
274 words
Files
1
Skills in repo
8
Repo updated
First seen
Licence
MIT

At a glance

Rank tracking without a tracker subscription — position movers between any two periods from real Search Console data.

  • Works in 6 steps: Property.… → Two windows. Default: last 28 days vs… → Pull both periods.… → …
  • Asked how are my rankings
  • SKILL.md covers Requires, Workflow, Output and Recurring
  • Calls claude; reaches connector.get-ryze.ai

What it does

Rank Tracking is an agent skill from Ryze-AI-Adgent/open-seo-mcp-skills. Rank tracking without a tracker subscription — position movers between any two periods from real Search Console data. Use when asked "how are my rankings", "what moved this week/month", "track my keywords", or "did the update hit me".

Its SKILL.md is about 570 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Marketing & SEO, covering AI search optimization. It works with Google Search Console and Model Context Protocol. The repository describes itself as: 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…. The licence is MIT.

When your agent uses it

  • Asked how are my rankings
  • What moved this week/month
  • Track my keywords
  • Did the update hit me

Example prompts

  • “how are my rankings”
  • “what moved this week/month”
  • “track my keywords”
  • “/rank-tracking”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Property. google_search_console__listSites → pick the user's domain.
  2. Two windows. Default: last 28 days vs previous 28. If the user names an event ("since the March update"), split around that date. GSC data…
  3. Pull both periods. google_search_console__runRawSearchAnalytics, dimensions ["query"], rowLimit high enough to cover the site (start…
  4. Join and diff. Match queries across periods, compute position delta, clicks delta, impressions delta.
  5. Classify
  6. Spot-verify (optional). For the 3–5 most important losers, if DataForSEO SERP tools are exposed in the workspace, pull the live SERP to…

What it can do on your machine

Read from SKILL.md and the folder at commit 81ac50e. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • claude

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • connector.get-ryze.ai

    Also links to:

    • get-ryze.ai

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Rank Tracking loads about 573 tokens when it runs. Until then it costs about 62 tokens; SKILL.md has 274 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~62
When it runs · the whole SKILL.md, loaded when a task matches
~573

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from Ryze-AI-Adgent/open-seo-mcp-skills at commit 81ac50e, republished under its MIT licence (© Ryze-AI-Adgent). 274 words, ~573 tokens.

Download SKILL.mdSave it as .claude/skills/rank-tracking/SKILL.md (or your agent's skills folder).
name
rank-tracking
description
Rank tracking without a tracker subscription — position movers between any two periods from real Search Console data. Use when asked "how are my rankings", "what moved this week/month", "track my keywords", or "did the update hit me".

Rank Tracking

Requires

The free Ryze MCP connector (https://connector.get-ryze.ai/mcp). Claude Code: claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp. claude.ai / Desktop / Cursor: add it as a custom connector with the same URL. Setup: https://www.get-ryze.ai/how-to-connect-claude-to-google-meta-ads-mcp

Rank trackers estimate your position by scraping SERPs daily. Search Console records the position Google actually served you at. Use the real number.

Workflow

  1. Property. google_search_console__listSites → pick the user's domain.
  2. Two windows. Default: last 28 days vs previous 28. If the user names an event ("since the March update"), split around that date. GSC data lags ~2 days — never include today.
  3. Pull both periods. google_search_console__runRawSearchAnalytics, dimensions ["query"], rowLimit high enough to cover the site (start 5000). Repeat with ["page"] for page-level movement.
  4. Join and diff. Match queries across periods, compute position delta, clicks delta, impressions delta.
  5. Classify:
    • Winners — position improved ≥ 2 spots on queries with real impressions
    • Losers — dropped ≥ 2 spots (sort by clicks lost, not by delta — a 4→7 drop on a money query beats a 40→80 crash on a nothing query)
    • New — queries appearing only in the recent period
    • Lost — queries that vanished
  6. Spot-verify (optional). For the 3–5 most important losers, if DataForSEO SERP tools are exposed in the workspace, pull the live SERP to see who took the spot. Skip if unavailable.

Output

Verdict first (net up/down and the single biggest move), then four tables: Winners, Losers, New, Lost — query, positions before→after, clicks delta. If the user asked about a specific algorithm update, answer that question explicitly with the before/after evidence.

Recurring

If the user wants this weekly, suggest scheduling it (Claude Code scheduled tasks / a routine) rather than re-running by hand.

© Ryze-AI-Adgent, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/rank-tracking of Ryze-AI-Adgent/open-seo-mcp-skills.

Open the folder on GitHubat commit 81ac50e

Compare with similar skills

Rank Tracking next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Rank Tracking compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Rank Tracking this skillRyze-AI-Adgent/open-seo-mcp-skills4.7k—~573Automated safety check: PassMIT
SEONexus-JPF/note-companion870—~2.2kAutomated safety check: PassMIT
SEO DataforseoAgriciDaniel/codex-seo7992 repos~4.6kAutomated safety check: PassMIT
Geo Scorejianruntech/geo-score582—~2.9kAutomated safety check: PassMIT
AeroCanonry/canonry171—~4.8kAutomated safety check: PassMIT
CanonryCanonry/canonry171—~3.9kAutomated safety check: PassMIT

Similar skills

  • SEO

    Nexus-JPF/note-companion

    Use and read this skill immediately if the user request is in any way related to SEO or a site's organic search or AI search presence.

    870 GitHub stars~2.2k tokensUpdated 4 days ago
    Marketing & SEOAuto-check passed
  • SEO Dataforseo

    AgriciDaniel/codex-seo

    Live SEO data via DataForSEO MCP server. An agent skill from AgriciDaniel/codex-seo.

    799 GitHub starsUsed in 2 repos~4.6k tokens
    Marketing & SEOAuto-check passed
  • Geo Score

    jianruntech/geo-score

    Score a website's AI answer-engine visibility 0–100 against the open AIV rubric, and, with the user's own API keys, check and track through the OpenAI, Perplexity, Gemini and Anthropic APIs whether…

    582 GitHub stars~2.9k tokensUpdated today
    Marketing & SEOAuto-check passed
  • Aero

    Canonry/canonry

    Diagnose AEO regressions and interpret Canonry AI visibility, Advanced multi-property portfolios, and Site Health evidence.

    171 GitHub stars~4.8k tokensUpdated yesterday
    Marketing & SEOAuto-check passed
  • Canonry

    Canonry/canonry

    Navigate Canonry through connected MCP tools or the cnry CLI to inspect evidence, diagnose changes, plan measurement, review integrations, and report results.

    171 GitHub stars~3.9k tokensUpdated yesterday
    Marketing & SEOAuto-check passed
  • Directory Submissions

    coreyhaines31/marketingskills

    When the user wants to submit their product to startup, SaaS, AI, agent, MCP, no-code, or review directories for backlinks, domain rating, and discovery.

    54k GitHub starsUsed in 2 repos~6.7k tokens
    Marketing & SEOAuto-check passed

More from Ryze-AI-Adgent/open-seo-mcp-skills

All 8 skills in this repo
  • AI Visibility

    Ryze-AI-Adgent/open-seo-mcp-skills

    Measure real AI-engine visibility — traffic from ChatGPT, Perplexity, Claude, Gemini and which pages they cite — from actual GA4 referral data, not prompt sampling.

    4.7k GitHub stars~611 tokensUpdated 17 days ago
    Auto-check passed
  • Backlink Check

    Ryze-AI-Adgent/open-seo-mcp-skills

    Backlink profile for any domain — referring domains, authority, anchors, new/lost links, and a side-by-side vs a competitor.

    4.7k GitHub stars~515 tokensUpdated 17 days ago
    Auto-check passed
  • Competitor Gap

    Ryze-AI-Adgent/open-seo-mcp-skills

    Find keywords a competitor ranks for that the user's site doesn't — the content gap, prioritized by volume and winnability.

    4.7k GitHub stars~560 tokensUpdated 17 days ago
    Auto-check passed
  • Content Brief

    Ryze-AI-Adgent/open-seo-mcp-skills

    SERP-driven content brief for a target keyword — what ranks, what to cover, headings, questions, internal links from your own data.

    4.7k GitHub stars~610 tokensUpdated 17 days ago
    Auto-check passed
  • Keyword Research

    Ryze-AI-Adgent/open-seo-mcp-skills

    Keyword research from a seed topic — ideas, real Google volume/CPC, intent, difficulty, clustered into a plan.

    4.7k GitHub stars~581 tokensUpdated 17 days ago
    Auto-check passed
  • SEO Audit

    Ryze-AI-Adgent/open-seo-mcp-skills

    Full SEO audit of a site from its real Search Console + GA4 data — indexation health, CTR anomalies, decaying pages, striking-distance keywords, quick wins.

    4.7k GitHub stars~663 tokensUpdated 17 days ago
    Auto-check passed

Categories

Questions about Rank Tracking

What does Rank Tracking do?

Rank tracking without a tracker subscription — position movers between any two periods from real Search Console data. Rank Tracking is an agent skill from Ryze-AI-Adgent/open-seo-mcp-skills. Rank tracking without a tracker subscription — position movers between any two periods from real Search Console data.

When should I use Rank Tracking?

Rank Tracking fits situations like: asked how are my rankings; what moved this week/month; track my keywords; did the update hit me.

How do I install Rank Tracking in Claude Code?

Run `npx skills add Ryze-AI-Adgent/open-seo-mcp-skills --skill rank-tracking -a claude-code`. Or copy the skill folder (skills/rank-tracking in Ryze-AI-Adgent/open-seo-mcp-skills) into .claude/skills/rank-tracking in your project. Claude Code loads it when a task matches its description.

How do I install Rank Tracking in Codex?

Run `npx skills add Ryze-AI-Adgent/open-seo-mcp-skills --skill rank-tracking -a codex`. Or copy the skill folder (skills/rank-tracking in Ryze-AI-Adgent/open-seo-mcp-skills) into .agents/skills/rank-tracking in your project. Codex loads it when a task matches its description.

Can I use Rank Tracking in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Ryze-AI-Adgent/open-seo-mcp-skills --skill rank-tracking -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/rank-tracking, .gemini/skills/rank-tracking, .github/skills/rank-tracking and .opencode/skills/rank-tracking in your project.

What does Rank Tracking need to run?

Going by SKILL.md and its folder, Rank Tracking needs the command-line tools its instructions call (claude).

Does Rank Tracking access the network?

SKILL.md names 2 domains. In commands or code: connector.get-ryze.ai; the agent is likely to contact it when it follows the instructions. As links in the text: get-ryze.ai. This is read from the text; nothing was executed.

Is Rank Tracking safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Rank Tracking use?

Rank Tracking is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Rank Tracking use?

About 573 tokens (SKILL.md is roughly 2.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Rank Tracking?

Skills that share tags, products or a category with Rank Tracking: SEO (Nexus-JPF/note-companion, 870 stars), SEO Dataforseo (AgriciDaniel/codex-seo, 799 stars), Geo Score (jianruntech/geo-score, 582 stars) and Aero (Canonry/canonry, 171 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Rank Tracking?

Ryze-AI-Adgent (a GitHub organization) maintains it in Ryze-AI-Adgent/open-seo-mcp-skills, which has 4,672 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on September 24, 2026.

Source: Ryze-AI-Adgent/open-seo-mcp-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.