Bring Graphql
to LangChain
Create your Vinkius account to connect Crafter CMS to LangChain and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the 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.
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
How it works
- Subscribe to this server
- Enter your Crafter CMS Base URL and Access Token (found in Crafter Studio > Token Management)
- Start managing your Git-based content from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Content Developers — test GraphQL queries and write XML content nodes without opening the Studio interface
- DevOps Engineers — monitor site configurations and verify publication workflows across environments
- Technical Marketers — search for content across global sites and audit metadata using natural language
- Architects — inspect Git hierarchies and verify environment variables tied to headless frontends
Built-in capabilities (10)
Identify bounded routing spaces inside the Headless Crafter Engine
json` isolating GraphQL URL limits. Retrieve explicit Cloud logging tracing explicit Payload IDs limitlessly
Enumerate explicitly attached structured rules exporting active Configuration
json` identifying exact folders tracing nested XML structures safely. Perform structural extraction of properties driving active Git hierarchies
Identify precise active arrays spanning rented Context domains
Retrieve the exact structural matching verifying Blueprint constraints
json` executing workflow bounds migrating a Studio change onto the Delivery Engine live endpoint. Dispatch an automated validation check routing explicit Deployments
Inspect deep internal arrays mitigating specific Picture constraints
Irreversibly vaporize explicit App nodes dropping live Database bytes
json` generating pages. Provision a highly-available XML Payload generating new Content nodes
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with Crafter CMS 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.
- —
The largest ecosystem of integrations, chains, and agents. combine Crafter CMS MCP tools with 500+ LangChain components
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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
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Memory and conversation persistence let agents maintain context across Crafter CMS queries for multi-turn workflows
Crafter CMS in LangChain
Why run Crafter CMS with Vinkius?
The Crafter CMS connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Crafter CMS using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Crafter CMS and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Crafter CMS to LangChain through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Crafter CMS for LangChain
Every request between LangChain and Crafter CMS is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
Can my agent write new content files to Crafter Studio via Git?
Yes. Use the 'write_studio_xml' tool. Provide the site name, file path, and raw XML content. The agent will command the backend to write the physical Git boundaries, generating new content nodes or pages directly in your Studio environment.
How do I publish changes from Studio to the live Delivery Engine?
Use the 'publish_crafter_content' tool. Provide the site name and the specific object path. Your agent will trigger the automated publication workflow, migrating the changes from your Git-based Studio repo to the live high-performance delivery endpoint.
Can I perform full-text searches across all site content?
Absolutely. The 'search_crafter_delivery' tool leverages Crafter's Elasticsearch integration. Your agent can pull explicitly queried words spanning all nodes, returning matches based on the query logic defined in your search engine.
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.
Can I trace MCP tool calls in LangSmith?
Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.
MultiServerMCPClient not found
Install: pip install langchain-mcp-adapters
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