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You can connect an AI agent to WordPress by giving a server-side service narrowly scoped tools that call the site’s REST API over HTTPS. Start with the site’s API index, authenticate the agent with a dedicated user and revocable Application Password (or OAuth2 for a WordPress.com application), and expose separate read, draft, media, and publishing actions. Keep publishing, deletion, settings changes, plugin installation, and user changes behind explicit human approval.
The REST API is a JSON interface rather than an AI-specific protocol. That makes it portable across self-hosted WordPress installations, while careful identity, validation, logging, and approval controls determine whether the integration is safe.
What does connecting an AI agent to WordPress actually mean?
An AI agent does not connect to WordPress through a special “AI mode.” Your application gives the model a set of functions, and each function makes an authenticated HTTPS request to a WordPress REST route. WordPress returns JSON; your application turns that response into context the agent can use.
The REST API exposes resources including posts, pages, media, users, search, settings, plugins, and taxonomies. Public resources can often be read without credentials, but private data and every write are governed by authentication and the connected user’s capabilities.
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For a self-hosted site, the REST base is normally https://site.example/wp-json/. Opening the index returns available namespaces and routes. The index is useful for discovery, but an agent should not receive unrestricted access to every route. Wrap only the operations your workflow needs.
How do I verify that my WordPress site exposes the REST API?
Check the site before writing any agent code. A working API index confirms that WordPress is reachable and gives you the route information needed for the next steps.
- Open
https://site.example/wp-json/in a browser or request it with a command such ascurl -i https://site.example/wp-json/. - Confirm an HTTP success response and JSON containing namespaces, routes, and API metadata.
- Look for the
wp/v2namespace and the resource routes you intend to use, such as/posts,/pages,/media, and/search. - Send an
OPTIONSrequest to a route when you need to inspect supported methods and arguments. For example:curl -i -X OPTIONS https://site.example/wp-json/wp/v2/posts.
The REST API is distributed per site. A plugin, security layer, reverse proxy, or host configuration can block routes even when WordPress itself is working. Test from the same network and hostname your production agent will use, and make sure HTTPS certificates validate normally.
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WordPress.com uses site-scoped API URLs documented for its platform rather than relying on the self-hosted /wp-json/ pattern. Use the endpoint format and authentication flow assigned to the WordPress.com application. Do not assume that a URL copied from a self-hosted site will work for a WordPress.com site.
Which authentication method should an AI agent use?
For a server-side agent operating one self-hosted site, use a dedicated WordPress user and an Application Password. For a WordPress.com application that serves multiple people or sites, use the documented OAuth2 authorization flow so each person grants the requested access.
Application Passwords for a server-side integration
Application Passwords are revocable, per-application credentials intended for programmatic access. WordPress introduced them in version 5.6 in December 2020. The value is displayed only when it is generated, so save it immediately in a server-side secret store rather than in source code, prompts, logs, or a browser bundle.
- Create a dedicated WordPress user for the agent. Give that account only the capabilities required by the tools you plan to expose.
- Open the user’s profile in the WordPress dashboard and create an Application Password with a descriptive name, such as “Editorial agent production.”
- Copy the generated value once into your secret manager. Treat it like a password even though it is separate from the user’s normal login password.
- Send the credential only over HTTPS. Revoke it from the user profile when the integration is retired, rotated, or suspected of compromise.
Basic authentication is commonly used with an Application Password. A request includes the WordPress username and the application-specific value, not the account’s ordinary password. Your HTTP client should keep the header construction and secret handling outside the model’s context.
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OAuth2 for WordPress.com applications
Use OAuth2 when an application must obtain authorization from individual WordPress.com users. The user is sent to the platform’s authorization screen, approves the requested scope, and your application receives a bearer token. Creating, editing, or deleting content requires an authenticated request, and the token’s effective permissions still limit what the user can do.
OAuth2 is generally the better fit for a multi-tenant product because users authorize their own sites and can withdraw access without you collecting their passwords. Store refresh or access tokens in an encrypted server-side store and associate each token with the correct site and user.
What about cookies and nonces?
Cookie-and-nonce authentication is designed mainly for code running inside a logged-in WordPress session, such as an administrative interface. A separate server-side agent normally should not depend on a person’s browser cookie. Use an Application Password or the platform’s OAuth2 flow instead.
How should I design the agent’s WordPress tools?
Expose small, named functions with strict input schemas. A model should choose between “list posts” and “publish post,” not receive a generic function that can send arbitrary HTTP requests.
| Tool | HTTP request | Typical purpose | Risk controls |
|---|---|---|---|
list_posts |
GET /wp/v2/posts |
Find posts by status, author, search term, or date | Allowlisted filters; bounded page size |
get_post |
GET /wp/v2/posts/{id} |
Read one post and its rendered fields | Validate that the ID is an integer |
list_pages |
GET /wp/v2/pages |
Read page content and metadata | Restrict post type and fields |
search_content |
GET /wp/v2/search |
Search across permitted content types | Limit search length and result count |
list_media |
GET /wp/v2/media |
Find existing images or files | Restrict media types and pagination |
create_draft |
POST /wp/v2/posts with status=draft |
Create an editorial draft | Reject unknown fields; never default to publish |
update_draft |
POST /wp/v2/posts/{id} |
Revise an existing draft | Check ownership, status, and allowed fields |
upload_media |
POST /wp/v2/media |
Attach an approved file | Check MIME type, size, filename, and destination |
publish_post |
POST /wp/v2/posts/{id} changing status to publish |
Release an approved post | Separate permission and mandatory confirmation |
Return only the fields the agent needs. For example, a list tool can return IDs, titles, status, modified time, and links instead of full raw HTML for every result. Smaller responses reduce accidental disclosure and make it easier for the model to reason about the next action.
How do I create a draft through the REST API?
Start with a draft-writing path that cannot publish by accident. The following sequence keeps content generation, validation, and release separate.
- Ask the agent for the title, body, excerpt, categories, tags, and any media IDs required by your editorial rules.
- Validate the proposed fields in your application. Reject unknown properties, oversized strings, malformed HTML, invalid IDs, and disallowed post types before making a request.
- Send a request to
POST /wp-json/wp/v2/postswithstatus=draft. Include only fields your tool schema permits. - Store the returned post ID and status. Show the editor a preview or the WordPress edit link rather than treating a successful API response as publication approval.
- Allow revisions through
update_draft, then run the same validation again before each update.
A minimal request body might contain title, content, excerpt, and status. Do not let the model set author, taxonomy IDs, or raw metadata unless your integration explicitly validates those values and the service account is allowed to use them.
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How should media uploads work?
Keep uploading separate from post creation. Check the file’s size and MIME type before sending it to POST /wp-json/wp/v2/media, then pass the returned media ID into a later, validated post update. Preserve the original file outside the model’s prompt so you can audit what was uploaded and remove it if necessary.
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Make publication a distinct, approval-gated operation. The model may prepare a publish request, but your application should require a human confirmation tied to the exact post ID, title, status, and intended publication time.
- Use a separate
publish_posttool rather than allowingcreate_draftto accept arbitrary statuses. - Display a diff or preview before confirmation, including links, images, categories, and any scheduled date.
- Re-fetch the post immediately before publishing to detect edits made by another user.
- Check that the post is still in an expected state, such as
draftorpending. - Log who approved the action, which agent session requested it, the post ID, and the API response.
Apply the same gate to deletion, settings changes, plugin installation, and user edits. Those operations have broader consequences than ordinary drafting and should never be inferred from a conversational instruction alone.
How do pagination, filtering, and ordering work?
Collection endpoints do not guarantee that one response contains every item. Implement pagination explicitly and preserve the query that produced each page.
per_pagecontrols the requested page size; cap it to a value your service can safely process.pageselects a page number. Continue until the response contains no more items or the response headers indicate the final page.offsetskips a number of records when that access pattern is appropriate.orderselects ascending or descending order.orderbyselects the sortable field, such as date, title, or modified time when supported by the route.
Use deterministic ordering when an agent is collecting records for a batch operation. Record the last seen ID or timestamp and protect against duplicates if content changes while the agent is paging. A bounded page count and timeout prevent a runaway loop on a large site.
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Handle authentication, authorization, validation, transport, and pagination failures differently. Returning the raw error to the model can expose implementation details, so map it to a useful, limited message and retain the full response in protected logs.
| Condition | Meaning | Recovery |
|---|---|---|
401 |
Credentials are missing, malformed, expired, or invalid | Stop retries, verify the secret or OAuth token, and rotate it if compromise is possible |
403 |
The identity is valid but lacks the required capability | Use a least-privilege review; do not silently substitute another account |
| Validation error | A field value, ID, status, or content format is not accepted | Return the field-level reason and ask for corrected input |
| Timeout or rate response | The server or network cannot complete the request promptly | Retry a bounded number of times with backoff, and make writes idempotent where possible |
| Unexpected page results | Items changed during collection or the query was not stable | Use explicit ordering, deduplicate IDs, and resume from a recorded checkpoint |
Never retry a destructive request blindly. For a create operation, a network timeout can leave the server-side result unknown; use a client-generated idempotency record in your own database or re-query before creating another post.
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What should I validate before every tool call?
Validation belongs in the integration layer, not only in the prompt. Treat model output as untrusted input even when the model is instructed to follow a schema.
- Route: map each tool to a fixed route and HTTP method; do not accept a model-supplied URL.
- Post type: allow only the post types required by the workflow.
- Fields: reject unknown properties and enforce length, enum, and format rules.
- IDs: verify that post, author, taxonomy, and media IDs are valid integers and belong to an allowed scope.
- HTML: sanitize or reject dangerous markup and scripts according to your site’s editorial policy.
- Files: enforce maximum size, accepted MIME types, filename rules, and storage limits.
- Authorization: check the connected user’s capabilities before sending the request.
- Audit: record the tool name, sanitized arguments, actor, result, and correlation ID without storing secrets.
Should I use the WordPress REST API or WordPress.com MCP?
Use direct REST when you need portability and exact control over routes, fields, approvals, and logs. Use WordPress.com MCP when your site is supported and you want an existing tool layer for an MCP-enabled client with less custom plumbing.
| Axis | Direct WordPress REST API | WordPress.com MCP |
|---|---|---|
| Portability | Works with WordPress sites that expose REST routes | Platform-specific to WordPress.com and Jetpack-connected sites |
| Tool control | You define exact routes, fields, validation, approvals, and logging | The MCP server supplies the platform’s available tool surface |
| Authentication | Application Passwords, cookie/nonce, or platform OAuth depending on context | OAuth 2.1 through the WordPress.com MCP endpoint |
| Engineering effort | More integration work, with maximum control | Less custom plumbing where the platform and client are supported |
WordPress.com documents an MCP server at https://public-api.wordpress.com/wpcom/v2/mcp/v1. It is intended for MCP-enabled clients, including ChatGPT, Codex, Claude, and Cursor. Confirm that your site connection, client, and account permissions are supported before choosing it as the only integration path.
A direct REST adapter remains the more portable design for arbitrary self-hosted sites. You can also place your own narrowly scoped tools in front of either platform, preserving the same approval and validation rules.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.How do I deploy the integration safely?
Use a staged rollout instead of connecting the model directly to a production publishing account.
- Build against a staging site: test route discovery, authentication, draft creation, media handling, and rollback without affecting public content.
- Use separate identities: keep staging and production users and credentials distinct so a test cannot write to the live site.
- Start read-only: verify search, listing, and retrieval behavior before enabling any write tool.
- Enable drafts: add create and update operations with strict schemas and inspect the generated content manually.
- Add approval-gated publishing: require a reviewer and log every release.
- Monitor: alert on repeated authentication failures, unusual volume, unexpected post types, oversized uploads, and changes outside approved hours.
- Rotate and revoke: replace Application Passwords on a schedule appropriate to your risk, and revoke them immediately when personnel, infrastructure, or code changes warrant it.
Backups and a tested restore procedure matter because an authenticated agent can make legitimate API calls that are still undesirable. Keep a record of previous content versions and verify that your backup system captures posts, media, taxonomies, and relevant metadata.
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What are common connection failures?
The API index returns an error or HTML
Check the exact HTTPS hostname, redirects, firewall rules, security plugins, and reverse-proxy configuration. A normal WordPress page response is not proof that /wp-json/ is reachable. Test the route from the production network and inspect the server’s access logs.
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Requests return 401
Confirm that the username and Application Password are paired correctly, that the credential was copied without unintended spaces, and that the request is using HTTPS. For OAuth2, check token expiration, the selected site, and the granted scope. Do not keep retrying a rejected credential.
Requests return 403
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The agent creates duplicates
A timeout can leave a create request’s result uncertain. Before retrying, search for a matching correlation key, title, or stored request record. Add your own idempotency tracking and make the model report an uncertain result instead of assuming the first request failed.
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Inspect pagination and filters. Check per_page, page, offset, order, and orderby, and remember that permissions and post status affect what an authenticated or unauthenticated request can see.
What is the safest practical architecture?
A useful production layout has five layers: the model, a tool gateway, a WordPress client, WordPress itself, and an audit store. The model can propose an action; the gateway validates it and applies policy; the client performs a fixed REST call; WordPress enforces authentication and capabilities; and the audit store records the decision and response.
- Keep credentials exclusively in the gateway or client service.
- Give the model structured results rather than unrestricted response bodies.
- Separate read, draft, media, and publish permissions.
- Require a fresh approval for irreversible or public actions.
- Make every operation observable and reversible where practical.
This design uses WordPress’s existing security boundaries instead of trying to make the language model a security boundary. The agent supplies useful judgment and content generation; deterministic code decides what the agent is actually allowed to do.
Frequently Asked Questions
Can an AI agent publish a WordPress post without a human?
Technically, a user with the required capability can publish through the REST API. For production sites, keep the publish action separate from drafting and require an explicit approval so a prompt, tool error, or compromised session cannot make an unintended post public.
Are WordPress Application Passwords safer than sharing my normal password?
They are designed for this use because each credential is per application and can be revoked independently. They still grant the capabilities of the associated user, so use a dedicated least-privilege account, transmit the value only over HTTPS, and keep it out of prompts and logs.
Can I connect one agent to several WordPress sites?
Yes, but store each site’s base URL, identity, and credential as a separate tenant record. Never let the model choose an arbitrary destination; select a site from an allowlist and apply the same route, field, and approval policy to every tenant.
Do I need a WordPress plugin to use the REST API?
No plugin is required for the core posts, pages, media, search, and taxonomy routes provided by WordPress. A plugin may add custom post types or routes, but those should be discovered, reviewed, and added to your tool allowlist deliberately.
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