WordPress MCP Server for LlamaIndex 10 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add WordPress as an MCP tool provider through the Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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Vinkius supports streamable HTTP and SSE.
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to WordPress. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in WordPress?"
)
print(response)
asyncio.run(main())
* 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.
LlamaIndex agents combine WordPress tool responses with indexed documents for comprehensive, grounded answers. Connect 10 tools through the Vinkius and query live data alongside vector stores and SQL databases in a single turn — ideal for hybrid search, data enrichment, and analytical workflows.
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 LlamaIndex 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 LlamaIndex via MCP
Follow these steps to integrate the WordPress MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 10 tools from WordPress
Why Use LlamaIndex with the WordPress MCP Server
LlamaIndex provides unique advantages when paired with WordPress through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine WordPress tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain WordPress tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query WordPress, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what WordPress tools were called, what data was returned, and how it influenced the final answer
WordPress + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the WordPress MCP Server delivers measurable value.
Hybrid search: combine WordPress real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query WordPress to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying WordPress for fresh data
Analytical workflows: chain WordPress queries with LlamaIndex's data connectors to build multi-source analytical reports
WordPress MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect WordPress to LlamaIndex 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 LlamaIndex
Ready-to-use prompts you can give your LlamaIndex 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 LlamaIndex
Common issues when connecting WordPress to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpWordPress + LlamaIndex FAQ
Common questions about integrating WordPress MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
Connect WordPress with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect WordPress to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.