The Hypermode docs MCP (Model Context Protocol) server provides AI assistants with direct access to search across the Hypermode documentation. This enables more accurate and contextual assistance when working with Hypermode features, Dgraph DQL queries, and development workflows. The MCP server is available as a remote MCP at https://docs.hypermode.com/mcp.

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What’s the Hypermode docs MCP server?

The Hypermode docs MCP server is a specialized tool that allows AI assistants to search and retrieve information from the Hypermode documentation in real-time. It acts as a bridge between your AI assistant and the comprehensive Hypermode knowledge base, ensuring you get the most up-to-date and relevant information.

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Available tools

Search across the Hypermode documentation to find relevant information, code examples, API references, and guides. Parameters:
  • query (string, required): The search query to execute across the documentation
Returns: An array of search results, each containing:
  • title (string): The title of the documentation page
  • content (string): A brief description of the content
  • url (string): Direct link to the documentation page
  • snippet (string): Relevant text snippet from the documentation
Example tool call: 
{
  "name": "search",
  "arguments": {
    "query": "DQL query examples"
  }
}
Example response: 
{
  "results": [
    {
      "title": "DQL Query Examples",
      "content": "Learn how to write DQL queries with filtering and range operations...",
      "url": "https://docs.hypermode.com/dgraph/dql/query",
      "snippet": "Use the @filter directive with ge() and le() functions to find users within age ranges..."
    }
  ]
}
Use this tool when you need to:
  • Answer questions about Hypermode features
  • Find specific documentation or guides
  • Understand how features work
  • Locate implementation details
  • Get help with Dgraph DQL queries

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Setup Instructions

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Claude Desktop

  1. Open Claude Desktop
  2. Go to Settings → MCP Servers
  3. Click Add Server
  4. Enter the following details:
    • Name: Hypermode docs
    • URL: https://docs.hypermode.com/mcp
  5. Click Save
  6. Restart Claude Desktop

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VS Code

  1. Install the MCP Client extension from the VS Code marketplace
  2. Open Command Palette (Cmd/Ctrl + Shift + P)
  3. Type “MCP: Add Server” and select it
  4. Enter the server details:
    • Name: Hypermode docs
    • URL: https://docs.hypermode.com/mcp
  5. The MCP server will be available in your AI assistant interactions

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Cursor

  1. Open Cursor
  2. Navigate to Settings → AI → MCP Servers
  3. Click Add Server
  4. Configure the server:
    • Name: Hypermode docs
    • Endpoint: https://docs.hypermode.com/mcp
  5. Save and restart Cursor

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Tool call examples

Here are actual examples of what the Hypermode Docs MCP server tool calls and responses look like:

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Example 1: Searching for Dgraph DQL Examples

User Query: “How to write a DQL query to find all users with a specific age range?” MCP Search The assistant can search the Hypermode docs for DQL examples, finding relevant documentation about:
  • Basic DQL query syntax
  • Filtering and range queries
  • User data models
  • Specific examples from tutorials
Result The assistant provides a contextual answer with:
  • Relevant DQL query examples
  • Links to specific documentation pages
  • Additional context about Dgraph query patterns
MCP Tool Call: 
{
  "name": "search",
  "arguments": {
    "query": "DQL query find users age range filtering"
  }
}
MCP Response: 
{
  "results": [
    {
      "title": "DQL Query Examples",
      "content": "Learn how to write DQL queries with filtering and range operations...",
      "url": "https://docs.hypermode.com/dgraph/dql/query",
      "snippet": "Use the @filter directive with ge() and le() functions to find users within age ranges..."
    },
    {
      "title": "Basic DQL Operations",
      "content": "Master the fundamentals of DQL query syntax...",
      "url": "https://docs.hypermode.com/dgraph/dql/basic-operations",
      "snippet": "Filtering with @filter allows you to narrow down results based on specific conditions..."
    }
  ]
}

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Example 2: Finding Hypermode agent connection guides

User Query: “How to connect an agent to Stripe?” MCP Search The assistant searches for Stripe connection documentation, finding:
  • Step-by-step connection guides
  • Required configuration details
  • Example agent configurations
  • Troubleshooting tips
Result The assistant delivers comprehensive setup instructions with direct links to relevant documentation sections. MCP Tool Call: 
{
  "name": "search",
  "arguments": {
    "query": "Stripe agent connection setup guide"
  }
}
MCP Response: 
{
  "results": [
    {
      "title": "Stripe Connection Guide",
      "content": "Step-by-step instructions for connecting your Hypermode agent to Stripe...",
      "url": "https://docs.hypermode.com/agents/connections/stripe",
      "snippet": "Add your Stripe API keys and configure webhook endpoints for your agent..."
    },
    {
      "title": "Available Connections",
      "content": "Overview of all supported payment and commerce connections...",
      "url": "https://docs.hypermode.com/agents/available-connections",
      "snippet": "Stripe is fully supported with payment processing and customer management capabilities..."
    }
  ]
}

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Example 3: Python Dgraph connection syntax

User Query: “What’s the syntax to create a connection to Hypermode graphs using the dgraph:// connection string in Python?” MCP Search The assistant searches for Python Dgraph connection documentation, finding:
  • Python SDK examples and tutorials
  • Connection string syntax and format
  • Hypermode graph connection guides
  • Code samples for dgraph:// protocol
Result The assistant provides Python code examples with connection syntax and links to relevant documentation. MCP Tool Call: 
{
  "name": "search",
  "arguments": {
    "query": "Python dgraph connection string dgraph:// syntax"
  }
}
MCP Response: 
{
  "results": [
    {
      "title": "Python SDK Documentation",
      "content": "Learn how to connect to Dgraph from Python applications...",
      "url": "https://docs.hypermode.com/dgraph/sdks/python",
      "snippet": "Use the dgraph:// protocol to connect to Hypermode graphs with Python client libraries..."
    },
    {
      "title": "Graph Connection Guide",
      "content": "Step-by-step instructions for connecting to Hypermode graphs...",
      "url": "https://docs.hypermode.com/graphs/connect",
      "snippet": "Python connection examples using dgraph:// connection strings for Hypermode graphs..."
    }
  ]
}

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Benefits of using the MCP server

  1. Real-time Information: Always access the latest documentation
  2. Contextual Results: Get relevant information based on your specific query
  3. Direct Links: Navigate directly to the source documentation
  4. Comprehensive Coverage: Search across all Hypermode resources
  5. AI-Optimized: Designed specifically for AI assistant interactions

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Troubleshooting

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Common Issues

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Server connection failed

  • Verify the URL: https://docs.hypermode.com/mcp
  • Check your internet connection
  • Ensure the MCP client supports HTTPS connections

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Search not working

  • Restart your MCP client app
  • Verify the server is properly configured
  • Check if the server requires authentication (currently none required)

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No results found

  • Try different search terms
  • Use more specific queries
  • Check if the documentation covers your topic

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Getting help

If you encounter issues with the MCP server:
  1. Verify your configuration matches the setup instructions
  2. Check the MCP client’s error logs
  3. Ensure you’re using a supported MCP client
  4. Contact Hypermode support if issues persist

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Advanced usage

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Optimizing searches

  • Use specific technical terms (for example, “DQL aggregation” instead of “how to count”)
  • Include feature names (for example, “Hypermode agents” instead of “agents”)
  • Reference specific error messages or code snippets

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Integration with development workflow

  • Use the MCP server during code reviews
  • Get instant help with Dgraph queries
  • Find examples for specific use cases
  • Access troubleshooting guides in real-time
The Hypermode Docs MCP server transforms your AI assistant into a knowledgeable Hypermode expert, providing instant access to comprehensive documentation and helping you build better applications with confidence.