m

m / taxonomist

Public

AI-powered WordPress category taxonomy optimizer, built for Claude Code

20
4
100% credibility
Found Apr 02, 2026 at 20 stars -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
Python
AI Summary

An AI tool that analyzes all posts on a WordPress blog to suggest and safely apply improvements to the category structure, including merging duplicates and generating descriptions.

How It Works

1
📖 Discover Taxonomist

You hear about a helpful tool that uses AI to tidy up your blog's categories, making them smarter and easier to navigate.

2
⬇️ Get it ready

With a simple download and a quick start command to your AI helper, everything is set up on your computer.

3
🔗 Connect your blog

You link the tool to your WordPress site, and it automatically figures out the best way to access your posts.

4
🤖 AI reads your posts

The AI carefully reviews every single post on your blog, spotting duplicate categories, unused ones, and better ways to group your content.

5
👀 Review suggestions

You see a clear preview of all the proposed changes, like merging similar categories or adding new ones where needed.

6
💾 Backup and update

It makes a complete backup first, then you give the go-ahead to safely apply the improvements.

🎉 Perfect blog organization

Your blog now has clean, logical categories with posts in the right places, and you can always undo everything if needed.

Sign up to see the full architecture

5 more

Sign Up Free

Star Growth

See how this repo grew from 20 to 20 stars Sign Up Free
Repurpose This Repo

Repurpose is a Pro feature

Generate ready-to-use prompts for X threads, LinkedIn posts, blog posts, YouTube scripts, and more -- with full repo context baked in.

Unlock Repurpose
AI-Generated Review

What is taxonomist?

Taxonomist is a Python tool that uses Claude AI to audit and optimize your WordPress site's category structure. It exports all published posts, analyzes their full content in batches, and proposes fixes like merging duplicates ("Tech" vs "Technology"), retiring unused categories, creating missing ones, rewriting descriptions, and reassigning posts for better organization. You connect via WP-CLI, WordPress.com auth, REST API, or XML-RPC, run a quick preview, approve changes, and apply them safely with automatic backups.

Why is it gaining traction?

It stands out with bulletproof safety—full reversible backups, dry-run previews, and detailed change logs—unlike manual tweaks or basic plugins that risk data loss. The one-liner install via curl plus Claude Code integration handles huge sites by parallelizing AI analysis, auto-detecting your site's connection method, and letting you approve every step. Developers dig the AI-powered WordPress workflow that delivers SEO-boosting taxonomy without coding.

Who should use this?

WordPress site owners with 500+ posts and bloated categories from years of blogging. Content managers cleaning up migrated or legacy sites for better navigation and search. Agencies maintaining client WP.com or self-hosted blogs who want an ai powered wordpress optimizer without installing plugins.

Verdict

Worth a test run for messy WP taxonomies—solid README and GPL license make it easy to try, but 20 stars and 1.0% credibility score signal early-stage maturity with no tests yet. Preview on a staging site first to confirm it fits your setup.

(178 words)

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.