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swissspidy/ai-command # WP-CLI as an MCP Host
=====================


This repository is for the [CloudFest Hackathon 2025 project](https://hackathon.cloudfest.com/project/wp-cli-mcp-host/) to implement the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP) in the WordPress ecosystem, specifically integrating it with WP-CLI.


The core innovation is transforming WordPress into an MCP Server and WP-CLI into an MCP Host through a new package, enabling direct AI interactions with WordPress installations during development. This approach provides developers with powerful AI capabilities without requiring a live site or REST API endpoints.


[![Build Status](https://travis-ci.org/swissspidy/ai-command.svg?branch=master)](https://travis-ci.org/swissspidy/ai-command) **WordPress MCP Server Layer:**


Quick links: [Using](#using) | [Installing](#installing) | [Contributing](#contributing) | [Support](#support) 1. Implementation of MCP Server interfaces in WordPress
2. Resource providers for posts, pages, media, and other WordPress content types
3. Tool definitions for common WordPress actions (content creation, media handling)
4. Context providers for WordPress configuration and site state


## Using **WP-CLI MCP Host Package:**


~~~ 1. MCP Host implementation within WP-CLI framework
wp hello-world 2. New command namespace for AI operations
~~~ 3. Integration with (local and remote) LLM providers
4. Transport layer for local WordPress communication

You can think of MCP as the "USB port for LLMs", a standard way for LLMs to interact with any third-party system using things like function calling.

While the Hackathon project focuses on WP-CLI, the _MCP Server_ is usage-agnostic. It could also be exposed via HTTP or so in the future.

The _MCP Host_, gets information (such as list of available tools) from the server and passes it on to the LLM (e.g. Gemini).


## Installing ## Installing


@ -26,7 +37,7 @@ wp package install swissspidy/ai-command:@stable
To install the latest development version of this package, use the following command instead: To install the latest development version of this package, use the following command instead:


```bash ```bash
wp package install swissspidy/ai-command:dev-master wp package install swissspidy/ai-command:dev-main
``` ```


## Contributing ## Contributing
@ -54,6 +65,3 @@ Once you've decided to commit the time to seeing your pull request through, [ple
## Support ## Support


GitHub issues aren't for general support questions, but there are other venues you can try: https://wp-cli.org/#support GitHub issues aren't for general support questions, but there are other venues you can try: https://wp-cli.org/#support


*This README.md is generated dynamically from the project's codebase using `wp scaffold package-readme` ([doc](https://github.com/wp-cli/scaffold-package-command#wp-scaffold-package-readme)). To suggest changes, please submit a pull request against the corresponding part of the codebase.*