Crafter CMS 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 Crafter CMS as an MCP tool provider through 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 Crafter CMS. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Crafter CMS?"
)
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 Crafter CMS MCP Server
Connect your Crafter CMS instance to any AI agent and take full control of your enterprise headless CMS and Git-based content workflows through natural conversation.
LlamaIndex agents combine Crafter CMS tool responses with indexed documents for comprehensive, grounded answers. Connect 10 tools through 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
- GraphQL Orchestration — Execute absolute explicit nesting requirements against the delivery schema using raw GraphQL payloads natively
- Studio Tree Navigation — Perform structural extraction of properties driving active Git hierarchies and trace nested XML structures safely
- Git-Based Content Writing — Provision highly-available XML payloads to write physical Git boundaries and generate new pages or components
- Live Publishing — Trigger automated workflow bounds to migrate changes from Crafter Studio onto the high-performance Delivery Engine
- Elasticsearch Discovery — Inspect deep internal arrays leveraging integrated Elasticsearch to perform full-text queries spanning all content nodes
- Platform Governance — Identify precise active arrays spanning rented Context domains and list configured sites and studio users securely
- Environment Audit — Discovered disconnected physical limits fetching site configurations and global variables tied to your frontend SDKs
The Crafter CMS 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 Crafter CMS to LlamaIndex via MCP
Follow these steps to integrate the Crafter CMS 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 Crafter CMS
Why Use LlamaIndex with the Crafter CMS MCP Server
LlamaIndex provides unique advantages when paired with Crafter CMS through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Crafter CMS tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Crafter CMS tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Crafter CMS, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Crafter CMS tools were called, what data was returned, and how it influenced the final answer
Crafter CMS + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Crafter CMS MCP Server delivers measurable value.
Hybrid search: combine Crafter CMS real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Crafter CMS 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 Crafter CMS for fresh data
Analytical workflows: chain Crafter CMS queries with LlamaIndex's data connectors to build multi-source analytical reports
Crafter CMS MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect Crafter CMS to LlamaIndex via MCP:
execute_graphql_payload
Identify bounded routing spaces inside the Headless Crafter Engine
get_site_config
json` isolating GraphQL URL limits. Retrieve explicit Cloud logging tracing explicit Payload IDs limitlessly
get_site_globals
Enumerate explicitly attached structured rules exporting active Configuration
get_studio_tree
json` identifying exact folders tracing nested XML structures safely. Perform structural extraction of properties driving active Git hierarchies
list_platform_sites
Identify precise active arrays spanning rented Context domains
list_studio_users
Retrieve the exact structural matching verifying Blueprint constraints
publish_crafter_content
json` executing workflow bounds migrating a Studio change onto the Delivery Engine live endpoint. Dispatch an automated validation check routing explicit Deployments
search_crafter_delivery
Inspect deep internal arrays mitigating specific Picture constraints
wipe_studio_xml
Irreversibly vaporize explicit App nodes dropping live Database bytes
write_studio_xml
json` generating pages. Provision a highly-available XML Payload generating new Content nodes
Example Prompts for Crafter CMS in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Crafter CMS immediately.
"List all sites in my Crafter CMS deployment"
"Execute GraphQL query on site 'corporate': '{ articles { items { title_s } } }'"
"Show me the Git tree for site 'marketing' at path '/site/website/landing-pages'"
Troubleshooting Crafter CMS MCP Server with LlamaIndex
Common issues when connecting Crafter CMS to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpCrafter CMS + LlamaIndex FAQ
Common questions about integrating Crafter CMS 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 Crafter CMS 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 Crafter CMS to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.