Agenistrator

Agenistrator is an AI-powered automation tool that brings the full power of large language models directly into your WordPress admin dashboard. Through a simple chat interface, you can delegate complex administrative tasks to an intelligent assistant that acts on your behalf, eliminating repetitive work and dramatically accelerating your workflow. Instead of hunting through menus and settings pages or getting bogged down with manual data entry, just tell the agent what you need and it handles the rest.

When given a complex task, the assistant automatically plans its approach, creates a step-by-step strategy, and executes it autonomously. It monitors its own progress and course-corrects if it gets stuck, so you can hand off multi-step workflows and trust that they will be completed reliably.

The assistant can search across your website content, modify WordPress settings through natural conversation, manage users and permissions, write and delete files inside your site’s uploads directory, conduct online research and generate content from it, analyze user comments, and much more. All of this is accomplished through a single, unified interface: a natural language conversation. The full scope of what you can achieve is limited only by your imagination.

Important Warning

This plugin is experimental. It provides powerful capabilities by equipping large language models with tools for not only retrieving information from your website, but also for making changes to it and interacting with the outside world.

By default, only read-only tools are enabled to significantly reduce the risk of unintended consequences. However, the full power of LLMs can only be unleashed by enabling write tools, which requires explicit action on your part.

The performance of your assistant is highly dependent on the quality of the AI model used. If you are not seeing the desired results, try switching to a different model.

Risks: Usage of this plugin exposes users and other parties to both obvious and non-obvious risks, including but not limited to:

• Significant API costs from heavy AI provider usage
• Loss of data
• Reputational damage
• Unintended changes to your website
• Unforeseen negative outcomes

Disclaimer: The developers of this plugin accept no responsibility for actions taken by any AI model through this plugin, whether due to prompt injection attacks, AI model hallucinations, or any other reasons. Use at your own risk.

Use Cases

• Get quick answers about your WordPress installation and content
• Create new posts and pages through natural language descriptions
• Update existing content with specific modifications
• Search and retrieve information about your site’s content
• Manage comments, categories, and tags
• Upload and organize media files
• Write and delete files inside the uploads directory
• Generate reports and analytics about user comments
• Install, activate, and configure plugins and themes
• Manage WordPress users and permissions
• Monitor site health and debug issues
• Execute calculations and data transformations
• Configure the assistant’s own settings and models

Key Features

• Always-Available Chat Assistant
  • Access the assistant from anywhere in your WordPress admin via a floating chat icon
  • Expand to full screen for complex tasks, or minimize to continue working
  • Your conversation history is preserved so you can pick up where you left off
  • Only available to administrators
  • Each user has their own private chat thread
• Choose Your AI Provider
  • Works with OpenAI, Anthropic (Claude), OpenRouter, and Ollama Cloud
  • OpenRouter gives you access to hundreds of models from different providers with a single API key
  • Configure multiple providers and switch between them as needed
• Smart Content Search (Optional)
  • Enable semantic search to find content by meaning, not just keywords
  • The assistant understands what you’re looking for, even if you don’t use exact words
  • Runs in the background without interrupting your workflow
  • Disabled by default to avoid surprise API costs – the plugin works great without it
• Comprehensive WordPress Management
  • Over 100 built-in tools covering all major WordPress admin functions
  • Enable or disable individual tools to match your comfort level
  • Read-only tools enabled by default; write tools require explicit activation
  • Multisite-aware: respects site admin boundaries and restricts sensitive tools to super admins
• Reliable Multi-Step Task Handling
  • The assistant plans complex tasks before executing and tracks its own progress
  • Built-in self-monitoring detects and stops unproductive loops
  • Handles long-running operations gracefully without timing out
  • Rate limiting prevents API errors during intensive workflows
• Your Data Stays Private
  • The plugin runs entirely within your WordPress installation
  • Your conversations and site data are stored in your WordPress database
  • The plugin only transmits your content to AI providers you explicitly configure
  • Problem reports are only transmitted when you explicitly decide to share them with developers

What Can Agenistrator Do?

The assistant comes with over 100 built-in tools organized into categories:

• Content – Create, edit, search, and manage posts, pages, and custom post types
• Comments – Review, approve, edit, and manage user comments
• Organization – Manage categories, tags, and custom taxonomies
• Media – Upload, organize, and manage images, videos, and files
• Users – Create and manage user accounts, roles, and permissions
• Plugins – Search, install, activate, and manage plugins
• Themes – Search, install, activate, and customize themes
• Menus – Create and organize navigation menus
• Settings – Configure site options and monitor site health
• Scheduling – Manage scheduled tasks and automated jobs
• Debugging – Read error logs and diagnose issues
• Web – Send emails, fetch web content, and download files
• Advanced – Calculations, data transformations, and sandboxed file operations in the uploads and temp directories (for power users)

Each tool can be individually enabled or disabled. Read-only tools are enabled by default; tools that modify data require explicit activation.

Privacy & Data

• What is stored locally (in your WordPress database):
  • Your API keys (stored securely in your WordPress database)
  • Your chat history with the assistant
  • Content embeddings (if enabled)
  • All plugin settings and configuration
• What is sent to your AI provider:
  • Your conversation history
  • Tool call output (can contain your data)
  • Site pages and posts (only if you enable semantic search)

Some tools can fetch external URLs or send emails if you enable them.

External Services

This plugin connects to external services to provide chat assistant functionality. You must configure at least one AI provider for the plugin to work. Your conversations and site content are only sent to providers you explicitly configure. The plugin also retrieves model metadata and tokenizer data from external services (see models.dev and OpenAI Tokenizer Data sections below).

OpenRouter

OpenRouter is an API gateway that provides access to hundreds of AI models from multiple providers (OpenAI, Anthropic, Google, Meta, and others) through a single API key.

Data sent: When you send a message to the assistant, your conversation history, tool outputs, and relevant site content are sent to OpenRouter’s API, which routes requests to the underlying model provider. If you enable semantic search with an OpenRouter embedding model, your site’s posts and pages are sent to generate embeddings.

When: Data is sent each time you interact with the chat assistant (if OpenRouter is your configured provider) and when embedding synchronization runs (if you’ve selected an OpenRouter embedding model).

• OpenRouter Terms of Service
• OpenRouter Privacy Policy

Anthropic

Anthropic provides large language models (Claude) for chat completions. Anthropic does not offer embedding models.

Data sent: When you send a message to the assistant, your conversation history, tool outputs, and relevant site content are sent to Anthropic’s API.

When: Data is sent each time you interact with the chat assistant (if Anthropic is your configured provider).

• Anthropic Terms of Service
• Anthropic Privacy Policy

OpenAI

OpenAI provides large language models for chat completions and embedding models for semantic search.

Data sent: When you send a message to the assistant, your conversation history, tool outputs, and relevant site content are sent to OpenAI’s API. If you enable semantic search, your site’s posts and pages are sent to generate embeddings.

When: Data is sent each time you interact with the chat assistant (if OpenAI is your configured provider) and when embedding synchronization runs (if you’ve selected an OpenAI embedding model).

• OpenAI Terms of Use
• OpenAI Privacy Policy

Ollama Cloud

Ollama Cloud is a hosted inference service operated by Ollama that runs large open-weight models on datacenter GPUs. It exposes an OpenAI-compatible API and offers a free tier. Ollama Cloud does not offer embedding models.

Data sent: When you send a message to the assistant, your conversation history, tool outputs, and relevant site content are sent to Ollama Cloud’s API.

When: Data is sent each time you interact with the chat assistant (if Ollama Cloud is your configured provider).

• Ollama Terms of Service
• Ollama Privacy Policy

OpenAI Tokenizer Data

The plugin uses the tiktoken library for token counting, which downloads tokenizer vocabulary files from OpenAI’s public blob storage.

Data sent: Only the HTTP request itself (your server’s IP address). No user data, conversation content, or site information is sent.

When: When the plugin first needs to count tokens (typically on first chat message). The vocabulary file is cached locally in the WordPress content directory and reused for subsequent requests.

models.dev

models.dev is an open-source database of AI model specifications, used to retrieve model metadata such as context window sizes and display names.

Data sent: Only the HTTP request itself (your server’s IP address). No user data, conversation content, or site information is sent.

When: When the plugin needs to determine context window limits during a chat session (cached locally for 24 hours).

• models.dev on GitHub (MIT License, open-source project)

Requirements

• WordPress 5.3 or higher
• PHP 7.4 or higher
• MySQL 5.7.8+ or MariaDB 10.2.7+
• An API key from OpenAI, Anthropic, OpenRouter, or Ollama Cloud
• Administrator access (the plugin is only available to administrators)

Multisite: Site administrators can manage their own sites, including writing and deleting files inside their site’s uploads directory. Tools that read files outside the uploads directory or access server-level diagnostics (arbitrary file reads, debug logs) require super admin access.