What is the key difference between Airweave Search and Kubit?

Airweave Search belongs to the Developer Tools category with local stdio execution, while Kubit belongs to the Developer Tools category with cloud HTTP/SSE execution.

How do I install Airweave Search or Kubit in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Airweave Search and Kubit free or paid?

Airweave Search operates under a Free / Open Source model (No auth required). Kubit operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Airweave Search lists 0 tools with 0 views and 0 GitHub stars. Kubit lists 0 tools with 0 views and 0 GitHub stars.

Can I use both Airweave Search and Kubit together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

How do I install Airweave Search or Kubit in Claude Desktop, Cursor, or Windsurf?

Both servers follow the standard Model Context Protocol configuration format. Simply copy the JSON block from the configuration section above and paste it into your AI client's mcpServers configuration object (for instance in claude_desktop_config.json or ~/.cursor/mcp.json ), then completely restart or refresh the application.

Are Airweave Search and Kubit free to use, or do they require API keys?

Airweave Search is listed under a Free / Open Source model with No auth required . Kubit operates under a Free / Open Source model with No auth required . If environment variables are required (such as API keys), be sure to define them under the env key in your MCP client's configuration file.

Can I run both Airweave Search and Kubit at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both airweave-search and kubit as distinct keys inside the single mcpServers object in your configuration file. Your AI assistant will automatically select and call the appropriate tool from either server during chat sessions.

Which MCP server has higher directory engagement and quality ratings?

On AllMCPs, Airweave Search has a Quality Score of 27 /100 ( Emerging ) with 0 views, 0 installs, and 0 GitHub stars. Kubit holds a Quality Score of 35 /100 ( Fair ) with 0 views, 0 installs, and 0 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Airweave Search vs Kubit

In-depth architectural comparison of the Airweave Search and Kubit MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

Airweave Search

Developer Tools · Local stdio

Quality: 27/100 (Emerging) | Auth: No auth required

Kubit

Developer Tools · Remote HTTP/SSE

Quality: 35/100 (Fair) | Auth: No auth required

Verdict Summary: Choose Airweave Search if you need specialized Developer Tools tools running via a local process. Choose Kubit if your workspace requires Developer Tools integration with remote web transport. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Airweave Search when:

You need dedicated capabilities in the Developer Tools domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Airweave Search Details

Choose Kubit when:

You need dedicated capabilities in the Developer Tools domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Kubit Details

Feature & Specification Comparison

Specification	A Airweave Search Developer Tools	Kubit Developer Tools
Summary	MCP server for searching Airweave collections with natural language queries.	Bring Kubit into your AI workflow — query your warehouse with natural language
Category & Scope	Developer Tools	Developer Tools
Quality signal

Tools & Capabilities Breakdown

Airweave Search Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

Kubit Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Airweave Search Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "airweave-search": {
      "command": "npx",
      "args": [
        "-y",
        "airweave-search"
      ]
    }
  }
}

Kubit Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "kubit": {
      "url": "https://mcp.kubit.ai/mcp"
    }
  }
}

Frequently Asked Questions

Airweave Search is categorized under Developer Tools and uses a local stdio subprocess. In contrast, Kubit belongs to Developer Tools using remote streaming HTTP/SSE transport. Select Airweave Search when you need capabilities focused on developer tools and Kubit when you require tools for developer tools.

More alternatives to Airweave Search More alternatives to Kubit Developer Tools category hub

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