AI and agents

AI that writes like your brand. Agents that never publish.

Leiho uses the AI provider configured in WordPress, with your brand context. And your own agent, Claude, Codex, Cursor or Gemini, can draft content and check your setup over MCP.

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Install the MCP Adapter plugin

Search for “MCP Adapter” in Plugins → Add New Plugin, install it and activate it. It adds the address AI clients connect to.

Install MCP Adapter
Create an application password

In your profile, under Application Passwords, add one named after the client (for example “Claude on my laptop”) and copy it: WordPress shows it only once. The site must use HTTPS.

The agent acts with the rights of that user. Prefer a dedicated user with the Editor role or lower: content abilities only write drafts, and you can revoke the password at any time from the profile.

Administration abilities (diagnostics, settings, secrets) work only when the agent connects as an administrator. Create an administrator application password just for a setup or debugging session, then revoke it.

Open my application passwords

Add the site to your AI client

The configuration below is filled in with this site’s address and your username. Replace xxxx xxxx xxxx xxxx xxxx xxxx with the application password. Node.js must be installed on your computer: the client starts a small bridge with npx.

Claude Desktop

Claude Code

Codex

Cursor

VS Code · Copilot

Gemini CLI

Windsurf

Other agents

Run this command in a terminal, or add the second block to ~/.codex/config.toml. The Codex CLI, IDE extension and app share this configuration. Check the connection with /mcp.

codex mcp add ateliersorel --env 'WP_API_URL=https://cms.ateliersorel.com/wp-json/mcp/mcp-adapter-default-server' --env 'WP_API_USERNAME=camille' --env 'WP_API_PASSWORD=xxxx xxxx xxxx xxxx xxxx xxxx' -- npx -y @automattic/mcp-wordpress-remote@latest

Copy

[mcp_servers.ateliersorel]
command = "npx"
args = ["-y", "@automattic/mcp-wordpress-remote@latest"]

[mcp_servers.ateliersorel.env]
WP_API_URL = "https://cms.ateliersorel.com/wp-json/mcp/mcp-adapter-default-server"
WP_API_USERNAME = "camille"
WP_API_PASSWORD = "xxxx xxxx xxxx xxxx xxxx xxxx"

Copy

Ask the agent

Start a new conversation and check the connection with “List the WordPress abilities you can use on my site.” Then, for example:
- Read the brand context of my site, then write a draft service page about indoor air audits.
- Find my drafts in Leiho and fill in the empty fields of the most recent one.
- List the content types and their fields, then create a draft FAQ entry from these notes: …
- Run the Leiho diagnostics and tell me what to fix, step by step.

Brand context

Tone of voice, audience, words to prefer and avoid, forbidden claims and mandatory facts, sent with every request.

AI on every text field

Generate, rewrite, shorten, expand, fix, change the tone or translate. The proposal opens as a diff.

Nothing saved behind your back

Accepting a proposal writes into the field like typing. Undo works, nothing is saved until you save.

Your provider, your key

Leiho stores no API key and picks no provider: it uses WordPress’s own AI connectors (WordPress 7.0+).

Agents over MCP

With the official MCP Adapter, agents read your content model, search entries and create drafts.

Setup by agent

Administrators can let an agent run diagnostics and fix settings, then revoke its password.

Connect your agent

Leiho → AI gives a ready configuration for Claude Desktop, Claude Code, Codex, Cursor, VS Code with Copilot, Gemini CLI, Windsurf and any client that runs local MCP servers.

Terminal

codex mcp add mysite \
  --env WP_API_URL=https://cms.example.com/wp-json/mcp/mcp-adapter-default-server \
  --env WP_API_USERNAME=editor \
  --env WP_API_PASSWORD='xxxx xxxx xxxx xxxx xxxx xxxx' \
  -- npx -y @automattic/mcp-wordpress-remote@latest

Drafts only

Content abilities read, and write drafts only. An agent works with the rights of the user it connects as: give it an editor account and an application password you can revoke.

Edit the real site.

Free and open source. Try it on a real WordPress, in your browser.

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