Bring Graphql
to LangChain
Create your Vinkius account to connect CoreMedia Content Cloud 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 CoreMedia Content Cloud MCP Server?
Connect your CoreMedia Content Cloud headless server to any AI agent and take full control of your digital experience platform through natural conversation.
What you can do
- GraphQL Orchestration — Execute arbitrary GraphQL payloads to bridge raw strings and define specific nesting constraints natively
- Content Node Access — Retrieve articles (CMArticle) and channels (CMChannel) by path, fetching detailed HTML grids and metadata
- Asset Discovery — Retrieve CMPicture asset details and resolve URI templates for image placement in your digital experiences
- Global Content Search — Leverage CoreMedia's Solr integration to perform full-text string queries across all nodes limitlessly
- Navigation & Site Context — Resolve site menus, navigation hierarchies, and brand configurations including locale metadata and root nodes
- Schema Introspection — Query the
__schemato fetch dynamic headless types and verify active model extensions - Persisted Queries — Execute pre-compiled SHA256 hashes to ensure edge caching and optimize delivery for high-performance frontends
How it works
- Subscribe to this server
- Enter your CoreMedia GraphQL Host URL and Access Token
- Start managing your enterprise content from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Content Marketers — search for articles and verify site navigation without opening the CoreMedia Studio
- Front-end Developers — test GraphQL queries and retrieve asset metadata directly from the IDE or chat
- Product Teams — audit site configurations and brand hierarchies across global environments
- DevOps/Architects — monitor headless server schemas and verify persisted query hashes in real-time
Built-in capabilities (10)
Identify bounded routing spaces inside the Headless CoreMedia Delivery Schema
Mutate global Web CRM boundaries substituting Draft Document schemas
Perform structural extraction of properties driving active CMArticle nodes
Enumerate explicitly attached structured rules exporting active CMChannel layouts
Retrieve explicit Cloud logging tracing explicit Image Assets
Irreversibly vaporize explicit App nodes dropping live Database bytes
Dispatch an automated validation check routing explicit Schema limits
Identify precise active arrays spanning native navigation hierarchies
Retrieve the exact structural matching verifying Multi-brand environments
Inspect deep internal arrays mitigating specific Content constraints
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with CoreMedia Content Cloud 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.
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The largest ecosystem of integrations, chains, and agents. combine CoreMedia Content Cloud 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
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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 CoreMedia Content Cloud queries for multi-turn workflows
CoreMedia Content Cloud in LangChain
Why run CoreMedia Content Cloud with Vinkius?
The CoreMedia Content Cloud 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 CoreMedia Content Cloud using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
CoreMedia Content Cloud and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect CoreMedia Content Cloud 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
CoreMedia Content Cloud for LangChain
Every request between LangChain and CoreMedia Content Cloud 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 execute custom GraphQL queries against CoreMedia?
Yes. Use the 'execute_graphql_payload' tool. You can provide any valid GraphQL query string and variables. The agent will fetch the data natively from your Headless Delivery schema, bypassing rigid model limits.
How do I search for articles using specific keywords?
Use the 'search_global_content' tool. The agent leverages CoreMedia's Solr integration to pull explicitly queried words spanning all CMS nodes, returning the exact matches and their paths.
Can I use persisted queries to optimize performance?
Absolutely. Use the 'execute_persisted_query' tool. Provide the SHA256 hash of your pre-compiled query. This ensures proper Edge caching and allows your agent to retrieve content with minimum latency.
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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