swirl-search MCP Server

How to use swirl-search MCP Server

Docker Compose | v2.20+ |

{
  "mcpServers": {
    "swirl": {
      "command": "swirl-mcp",
      "env": {
        "SWIRL_BASE_URL": "http://localhost:8000",
        "SWIRL_USERNAME": "<your-swirl-username>",
        "SWIRL_PASSWORD": "<your-swirl-password>"
      }
    }
  }
}

What is swirl-search MCP Server?

swirl-search is a Python MCP server for Claude Desktop, Cursor, ChatGPT with uvx/pip, docker, git clone. AI Search & RAG Without Moving Your Data. Get instant answers from your company's knowledge across 100+ apps while keeping data secure. Deploy in minutes, not months. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.

Key capabilities

• Tool access support
• Shell commands support
• Document generation support
• OpenAI provider support
• Anthropic provider support
• Google provider support
• Azure OpenAI provider support

Technical details

Install or run swirl-search using uvx/pip. Check swirlai/swirl-search for the latest setup command.

• Built for Python
• Built for Docker
• Install or run with uvx/pip
• Install or run with docker
• Install or run with git clone
• Works with Claude Desktop
• Works with Cursor
• Works with ChatGPT

Requirements and access

Security and permissions

Review permissions before connecting any MCP server to an agent. Pay special attention to whether it can read local files, write data, call external services, or perform destructive actions.

When to use swirl-search MCP Server

• Use it for connecting agents to external tools and data.
• Use it for integrations workflows.
• Use it for coding workflows.
• Use it for data workflows.
• Use it for claude desktop users.

Built with

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Frequently asked questions