Title: DevBridge AI Provider for Magnitude
Author: Mahbub Hussain
Published: <strong>October 10, 2026</strong>
Last modified: October 10, 2026

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# DevBridge AI Provider for Magnitude

 By [Mahbub Hussain](https://profiles.wordpress.org/mahbubwpwist/)

[Download](https://downloads.wordpress.org/plugin/devbridge-ai-provider-magnitude.0.1.0.zip)

 * [Details](https://wordpress.org/plugins/devbridge-ai-provider-magnitude/#description)
 * [Reviews](https://wordpress.org/plugins/devbridge-ai-provider-magnitude/#reviews)
 *  [Installation](https://wordpress.org/plugins/devbridge-ai-provider-magnitude/#installation)
 * [Development](https://wordpress.org/plugins/devbridge-ai-provider-magnitude/#developers)

 [Support](https://wordpress.org/support/plugin/devbridge-ai-provider-magnitude/)

## Description

Connects WordPress to a [Magnitude](https://magnitude.dev/) server, an open-source
inference engine that runs open-weight models on your own hardware, so AI features
in WordPress can use a local model.

The plugin uses Magnitude’s OpenAI-compatible API through the WordPress AI Client.

This plugin is an independent project. It is not affiliated with, endorsed by, or
sponsored by Magnitude AI Inc., the maker of Magnitude. The name Magnitude is used
here only to describe what the plugin connects to.

**Features:**

 * Text generation with models served by Magnitude
 * Tool (function) calling and structured JSON output on models that support them
 * Image and audio input on models that Magnitude reports as accepting them
 * Features follow each model automatically: whatever Magnitude reports for a model
   you start is what WordPress offers for it
 * Automatic model discovery
 * Works without an API key for local servers
 * Appears under Settings > Connectors
 * A Settings > Magnitude screen shows the connection status, the running models
   and the server address

**Requirements:**

 * WordPress 7.0 or higher
 * PHP 7.4 or higher
 * The Magnitude app, running with at least one model downloaded and started. Magnitude
   only lists models that are running, so the connector shows no models until you
   start one.

**Good to know:**

 * Magnitude runs text and chat models. Image generation, embeddings and speech 
   are not available through Magnitude, so this connector does not offer them.
 * The default server URL is `http://127.0.0.1:10100/inference`, which is where 
   Magnitude serves its OpenAI-compatible API on the same computer as WordPress.
 * The first request to a model can take a minute while it loads.
 * Magnitude returns one answer per request, so asking for several variations at
   once is not available.
 * Some models “think” before they answer. Give those a generous token limit, or
   they can run out of tokens before producing a reply.

### External services

This plugin connects to the Magnitude server whose address you set under Settings
> Magnitude, or with the `DEVBRIDGE_AI_PROVIDER_MAGNITUDE_HOST` constant. By default
that is `http://127.0.0.1:10100/inference`, a program you run yourself on the same
computer.

 * **What is sent:** the prompts and context that other plugins send through the
   WordPress AI Client, requests for the list of models, and the API key if you 
   entered one on Settings > Connectors.
 * **When:** only when a plugin uses the AI Client with Magnitude, and when an administrator
   opens Settings > Connectors or Settings > Magnitude or chooses Check connection.
   Nothing is sent when the plugin is activated or on the front end of your site.
 * **Where it goes:** only to the address you configured. This plugin sends no data
   to its author or to any other service.

Magnitude is a separate program made by Magnitude AI Inc.: https://magnitude.dev/

## Installation

 1. Upload the plugin to `/wp-content/plugins/devbridge-ai-provider-magnitude/`, or
    install it from the Plugins screen.
 2. Activate the plugin.
 3. Open Settings > Magnitude. The status should read Connected and your running models
    should be listed. No API key is needed when Magnitude runs on the same computer.
    For another computer, see the FAQ.

## FAQ

### Why does Magnitude show no models?

Magnitude lists only models that are downloaded and running. Open the Magnitude 
app, start a model, and reload.

### Do I need an API key?

No. When Magnitude runs on the same computer as WordPress, leave the API key box
on Settings > Connectors empty. The box is shown for every connector, but Magnitude
does not need a key for local use.

### How do I connect to Magnitude on another computer?

 1. In the Magnitude app on that computer, turn on Network access.
 2. If “Require API key” is on, use “Copy API key” in the same screen, then paste the
    key into the Magnitude box on Settings > Connectors and save.
 3. Note the address under “Reachable at”. It ends in `/inference/v1`.
 4. On your WordPress site, open Settings > Magnitude, paste that address and save.
    The plugin adds the `/v1` part itself, so either form works.

To fix the address in code instead, add `define( 'DEVBRIDGE_AI_PROVIDER_MAGNITUDE_HOST','
http://192.168.1.20:10100/inference' );` to `wp-config.php`. The settings field 
is then locked.

Only http and https addresses without a username or password are accepted. Use this
only on a network you trust.

### Why is a reply empty or cut short?

Reasoning models spend tokens on their thinking first. Increase the maximum token
limit for the feature you are using.

### How is Magnitude different from Ollama?

Both run open-weight models on your own computer and both offer an OpenAI-compatible
API, so either can power AI features in WordPress. They are separate programs made
by different companies, and each has its own WordPress connector plugin.

 * **Focus:** Magnitude is an inference engine that tunes itself for your specific
   hardware. Ollama has a large library of ready-to-pull models and also offers 
   a cloud service.
 * **Speed:** Magnitude’s own benchmarks report faster generation than llama.cpp
   on the hardware it tested. Results depend on your computer and model, so try 
   both if speed matters to you.
 * **Default address:** This plugin uses `http://127.0.0.1:10100/inference`. The
   Ollama connector uses `http://localhost:11434`.
 * **Features in WordPress:** This plugin offers text generation, tool calling, 
   structured JSON output, and image and audio input where the model supports them.
   The Ollama connector also offers image generation and embeddings, which Magnitude
   does not provide.

### Which one should I use?

Use the one that matches the program you already run. If you need embeddings or 
image generation, choose the Ollama connector. If you use Magnitude, or want to 
try it, use this plugin.

### Is this plugin related to the Ollama connector?

No. This is an independent plugin. It was inspired by the AI Provider for Ollama
plugin and is not affiliated with Ollama, its makers, or the authors of that plugin.

## Reviews

There are no reviews for this plugin.

## Contributors & Developers

“DevBridge AI Provider for Magnitude” is open source software. The following people
have contributed to this plugin.

Contributors

 *   [ Mahbub Hussain ](https://profiles.wordpress.org/mahbubwpwist/)

[Translate “DevBridge AI Provider for Magnitude” into your language.](https://translate.wordpress.org/projects/wp-plugins/devbridge-ai-provider-magnitude)

### Interested in development?

[Browse the code](https://plugins.trac.wordpress.org/browser/devbridge-ai-provider-magnitude/),
check out the [SVN repository](https://plugins.svn.wordpress.org/devbridge-ai-provider-magnitude/),
or subscribe to the [development log](https://plugins.trac.wordpress.org/log/devbridge-ai-provider-magnitude/)
by [RSS](https://plugins.trac.wordpress.org/log/devbridge-ai-provider-magnitude/?limit=100&mode=stop_on_copy&format=rss).

## Changelog

#### 0.1.0

 * Initial release.

## Meta

 *  Version **0.1.0**
 *  Last updated **1 day ago**
 *  Active installations **Fewer than 10**
 *  WordPress version ** 7.0 or higher **
 *  Tested up to **7.1.3**
 *  PHP version ** 7.4 or higher **
 * Tags
 * [AI](https://wordpress.org/plugins/tags/ai/)[connector](https://wordpress.org/plugins/tags/connector/)
   [LLM](https://wordpress.org/plugins/tags/llm/)[local-ai](https://wordpress.org/plugins/tags/local-ai/)
 *  [Advanced View](https://wordpress.org/plugins/devbridge-ai-provider-magnitude/advanced/)

## Ratings

No reviews have been submitted yet.

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## Contributors

 *   [ Mahbub Hussain ](https://profiles.wordpress.org/mahbubwpwist/)

## Support

Got something to say? Need help?

 [View support forum](https://wordpress.org/support/plugin/devbridge-ai-provider-magnitude/)