Driflyte MCP Server

MCP Server for driflyte.

Prerequisites

• Node.js 18+

Quick Start

This MCP server (using STDIO transport) can be added to any MCP Client like VS Code, Claude, Cursor, Windsurf Github Copilot via the @driflyte/mcp-server NPM package.

VS Code

{
  "servers": {
    "driflyte": {
      "command": "npx",
      "args": ["-y", "@driflyte/mcp-server"],
      "envFile": "${workspaceFolder}/.env"
    }
  }
}

Claude Desktop

{
  "mcpServers": {
    "driflyte": {
      "command": "npx",
      "args": ["-y", "@driflyte/mcp-server"]
    }
  }
}

Components

Tools

• list-topics: Returns a list of topics for which resources (web pages, etc ...) have been crawled and content is available. This allows AI assistants to discover the most relevant and up-to-date subject areas currently indexed by the crawler.
  • Input Schema: No input parameter supported.
  • Output Schema:
    • topics:
      • Optinal: false
      • Type: Array<string>
      • Description: List of the supported topics.
• search: Given a list of topics and a user question, this tool retrieves the top-K most relevant documents from the crawled content. It is designed to help AI assistants surface the most contextually appropriate and up-to-date information for a specific topic and query. This enables more informed and accurate responses based on real-world, topic-tagged web content.
  • Input Schema:
    • topics
      • Optinal: false
      • Type: Array<string>
      • Description: A list of one or more topic identifiers to constrain the search space. Only documents tagged with at least one of these topics will be considered.
    • query
      • Optinal: false
      • Type: string
      • Description: The natural language query or question for which relevant information is being sought. This will be used to rank documents by semantic relevance.
    • topK
      • Optinal: true
      • Type: number
      • Default Value: 10
      • Min Value: 1
      • Max Value: 30
      • Description: The maximum number of relevant documents to return. Results are sorted by descending relevance score.
  • Output Schema:
    • documents:
      • Optional: false
      • Type: Array<Document>
      • Description: Matched documents to the search query.
      • Type: Document:
        • content
          • Optinal: false
          • Type: string
          • Description: Related content (full or partial) of the matched document.
        • metadata
          • Optinal: false
          • Type: Map<string, any>
          • Description: Metadata of the document and related content in key-value format.
        • score
          • Optinal: false
          • Type: number
          • Min Value: 0
          • Max Value: 1
          • Description: Similarity score (between 0 and 1) for the content of the document.

Resources

N/A

Roadmap

• Support HTTP Stream transport protocol (SSE transport protocol is deprecated in favor of it) to be able to use the MCP server from remote.
• Add more supported topics with their resources

Issues and Feedback

Please use GitHub Issues for any bug report, feature request and support.

Contribution

If you would like to contribute, please

• Fork the repository on GitHub and clone your fork.
• Create a branch for your changes and make your changes on it.
• Send a pull request by explaining clearly what is your contribution.

Tip: Please check the existing pull requests for similar contributions and consider submit an issue to discuss the proposed feature before writing code.

License

Licensed under MIT.