Bring Groq Queries
to LangChain
Create your Vinkius account to connect Sanity 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 Sanity MCP Server?
Connect your Sanity project to any AI agent and take full control of your Content Lake through natural conversation.
What you can do
- GROQ Queries — Execute powerful Graph-Relational Object Queries to fetch exactly the content you need
- Document Management — Create, read, update, patch, and delete documents of any schema type
- Schema Insights — List unique schema types and count entity nodes dynamically
- Media Assets — Browse and manage images and file assets uploaded to your project
- Bulk Operations — Run raw Sanity mutations for complex, multi-document transactions
How it works
- Subscribe to this server
- Enter your Sanity Project ID, Dataset, API Version, and API Token
- Start managing your content from Claude, Cursor, or any MCP-compatible client
Your AI agent becomes a headless CMS power-user, perfectly capable of navigating references and transforming content on the fly.
Who is this for?
- Developers — prototype GROQ queries, audit schema types, and run quick data migrations
- Content Editors — bulk edit fields, update taxonomy, and manage assets without leaving your chat
- Product Managers — query content stats and generate instant reports on published vs. draft documents
Built-in capabilities (10)
Counts the number of documents of a specific type
Specify the type and provide attributes as a JSON object. Creates a new document in the CMS
Retrieves full details for a specific document by ID
Lists all image and file assets uploaded to Sanity
g., "post", "author"). Lists all documents of a specific type
Retrieves a list of all unique document types present in the dataset
Provide a JSON object of fields to set. Updates specific fields of an existing document
Executes a GROQ (Graph-Relational Object Queries) query
Provide a JSON array of mutation objects. Executes a raw Sanity mutation
This action is irreversible. Permanently deletes a document from the CMS
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with Sanity 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 Sanity 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 Sanity queries for multi-turn workflows
Sanity in LangChain
Why run Sanity with Vinkius?
The Sanity 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 Sanity using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Sanity and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Sanity 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
Sanity for LangChain
Every request between LangChain and Sanity 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 AI agent write complex GROQ queries for me?
Yes. If you know what data you want but aren't totally familiar with GROQ syntax, you can simply ask your agent: 'Write and execute a GROQ query to find all author documents where the name starts with John and return just their ID and bio.' The agent will draft the query, execute it via the run_groq_query tool, and return the filtered JSON.
How do I perform a bulk update on my documents?
You can ask your agent to first fetch the documents (e.g., 'List all posts missing a category'), calculate the changes needed, and then use the run_raw_mutation tool or patch_cms_document iteratively to apply the updates. This acts as a conversational migration script, updating dozens of documents safely and quickly.
Can the agent check if media assets are missing from my posts?
Yes. The agent can use the document querying tools combined with list_media_assets to analyze your content. For instance, you can ask it to generate a report of all products that do not have an associated image reference, giving you an exact list of items to fix in the Studio.
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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