Can I draft a new blog post using chat?

Yes. The `create_cms_post` tool allows your AI agent to create a new post. You can provide the title and content, and set the status to 'draft'. Once you are ready, you can update it to 'publish' using the same agent.

How do I get the direct URL for an image in my WordPress library?

Use the `list_media_attachments` tool. Your AI agent will return a list of recently uploaded media files, including their filenames and the direct public source URLs for easy sharing or embedding.

Is it possible to permanently delete a post instead of sending it to Trash?

Yes. When using the `delete_cms_post` tool, you can set the `force` parameter to true. This will bypass the WordPress Trash and permanently remove the post from your database.

WordPress MCP Server for LangChain 10 tools — connect in under 2 minutes

Name: WordPress
Availability: InStock
Author: Vinkius

python.langchain.com/docs/integrations/tools/mcp

Built by Vinkius GDPR 10 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect WordPress through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MultiServerMCPClient({
        "wordpress": {
            "transport": "streamable_http",
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
        }
    }) as client:
        tools = client.get_tools()
        agent = create_react_agent(
            ChatOpenAI(model="gpt-4o"),
            tools,
        )
        response = await agent.ainvoke({
            "messages": [{
                "role": "user",
                "content": "Using WordPress, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About WordPress MCP Server

Connect your WordPress site to any AI agent and take control of your content infrastructure through natural conversation.

LangChain's ecosystem of 500+ components combines seamlessly with WordPress through native MCP adapters. Connect 10 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.

What you can do

Post Management — List all blog articles, create new posts with HTML/Block content, and update metadata or status (draft, publish, private)
Static Pages — Browse and manage hierarchical content like 'About Us' or 'Contact' pages directly from your agent
Media Library — List all uploaded assets (images, documents) and retrieve their direct public URLs for content distribution
Taxonomy Auditing — List and browse all categories and tags used across your site to ensure consistent content organization
User Discovery — Retrieve a list of all registered site users and their associated numeric IDs for author attribution
Content Insights — Get comprehensive details for specific posts, including full content, featured media, and technical status
Data Integrity — Safely trash or permanently delete obsolete posts through simple chat commands

The WordPress MCP Server exposes 10 tools through the Vinkius. Connect it to LangChain in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect WordPress to LangChain via MCP

Follow these steps to integrate the WordPress MCP Server with LangChain.

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save the code and run python agent.py

Explore tools

The agent discovers 10 tools from WordPress via MCP

Why Use LangChain with the WordPress MCP Server

LangChain provides unique advantages when paired with WordPress through the Model Context Protocol.

The largest ecosystem of integrations, chains, and agents. combine WordPress MCP tools with 500+ LangChain components

Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

Memory and conversation persistence let agents maintain context across WordPress queries for multi-turn workflows

WordPress + LangChain Use Cases

Practical scenarios where LangChain combined with the WordPress MCP Server delivers measurable value.

RAG with live data: combine WordPress tool results with vector store retrievals for answers grounded in both real-time and historical data

Autonomous research agents: LangChain agents query WordPress, synthesize findings, and generate comprehensive research reports

Multi-tool orchestration: chain WordPress tools with web scrapers, databases, and calculators in a single agent run

Production monitoring: use LangSmith to trace every WordPress tool call, measure latency, and optimize your agent's performance

WordPress MCP Tools for LangChain (10)

These 10 tools become available when you connect WordPress to LangChain via MCP:

create_cms_post

Provide a title, content, and initial status (draft, publish, private). Creates a new post in WordPress

delete_cms_post

Set force to true for permanent deletion, otherwise it goes to Trash. Permanently deletes a WordPress post

get_post_details

Retrieves details for a specific WordPress post

list_media_attachments

Lists media files (images, documents) from the WordPress library

list_site_categories

Lists all categories defined in WordPress

list_site_posts

Supports standard WP query parameters like per_page and categories. Lists posts from the WordPress site

list_site_tags

Lists all tags used in the WordPress site

list_site_users

Lists all registered WordPress users

list_static_pages

Lists static pages from the WordPress site

update_cms_post

Provide the post ID and a JSON object of fields to update. Updates an existing WordPress post

Example Prompts for WordPress in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with WordPress immediately.

"List the last 5 posts on my WordPress site."

"Create a new draft post titled 'AI in Marketing' with content '<p>AI is changing everything...</p>'."

"List all categories on my WordPress site."

Troubleshooting WordPress MCP Server with LangChain

Common issues when connecting WordPress to LangChain through the Vinkius, and how to resolve them.

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

WordPress + LangChain FAQ

Common questions about integrating WordPress MCP Server with LangChain.

How does LangChain connect to MCP servers?

Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.

Which LangChain agent types work with MCP?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.