WP Open Claw is an autonomous AI Agent for WordPress. It doesn't just answer questions — it executes real actions on your site using a ReAct loop.
Features
Open Claw doesn't just generate text — it reasons, plans, and executes real WordPress actions in a continuous loop.
Reason → Act → Observe → Repeat. The agent thinks step by step, calling appropriate tools and adapting based on results.
Execute multi-step workflows automatically. Create a category, then populate it with products — all in one conversation.
Dynamic Confirmation system — read actions execute instantly, write actions pause for your approval. You're always in control.
Auto-detects WooCommerce and activates 3 additional tools for product, order, and customer management.
Built-in web search via DuckDuckGo (free, no key) or Google Custom Search. Research and create content in one flow.
Conversation state is saved via WordPress transients. Resume multi-step tasks after confirming each action.
Control your WordPress site via Telegram. Send natural language commands, receive responses, and confirm actions with inline keyboard buttons.
Dashboard overview, order reports with daily breakdown, product best sellers & low stock alerts, content statistics.
Tools
Every tool follows the same interface: schema for the LLM, smart confirmation, and structured observation output.
wp_content_manager
Create/update posts with categories, tags, and HTML content
wp_system_inspector
View site info, active plugins, categories, tags, post types
web_research_tool
Search the web via DuckDuckGo or Google Custom Search
wp_taxonomy_manager
Create/update/delete categories & tags
wp_media_manager
Upload images from URL, set featured images, list/delete media
wp_page_manager
Create/update/delete pages with templates & sub-page support
wp_user_inspector
List users, view details, stats by role
wp_analytics_reader
Post stats, comment stats, content summary, recent posts
wp_report
Dashboard overview, order/product/content reports, best sellers, low stock
woo_product_manager
Full CRUD — name, price, SKU, stock, images, product categories
woo_order_inspector
List/view orders, update status, revenue statistics by period
woo_customer_inspector
List/search customers, customer stats, top spenders
Architecture
Built on a clean ReAct loop with session persistence, smart confirmation, and automatic site context injection.
User Input ─────► Kernel.handle() │ ▼ System Prompt + ContextProvider (auto site snapshot) │ ▼ ┌─── LLM Chat (OpenAI / Gemini / Anthropic) ───┐ │ │ ▼ ▼ Text Response Tool Call → Return to user → Manager.dispatch() │ ┌─────────────┴──────────────┐ ▼ ▼ Read-only Write action Execute immediately Pending Confirmation → Observation │ → Continue loop ┌───────┴───────┐ ▼ ▼ Approve Reject → Execute → Stop → Resume loop
LLM Providers
Switch between providers anytime. All models support function calling for tool execution.
Gemini 2.5 Flash · Flash Lite
Gemini 2.5 Pro · 2.0 Flash Lite
GPT-4o · GPT-4o Mini
GPT-4 Turbo
Claude Sonnet 4
Claude 3.5 Haiku
Get Started
WP Admin → Plugins →
Add New → Upload Plugin
Open Claw menu →
add your LLM API key
Press Ctrl+G on any
admin page to start
# Or install via Git (for developers) $ cd /path/to/wp-content/plugins/ $ git clone https://github.com/dx-tech-ai/wp-open-claw.git # Dependencies are included — no composer install needed! # Just activate in WP Admin and press Ctrl+G
Telegram
Send natural language messages to your Telegram bot — the AI agent processes them and responds with inline keyboard confirmations.
Paste Bot Token in
Open Claw → Telegram
Add your Telegram
chat ID to whitelist
Click the button &
start messaging!
Send messages in any language. The AI agent understands and executes WordPress actions.
Approve or Reject write actions directly in Telegram with inline keyboard buttons.
Secret token verification, chat ID whitelist. Only authorized users can control your site.
Free, open source, and ready to deploy. Start with Gemini's free tier today.