Vector Panda MCP Server: Install & Setup

Install Vector Panda in Claude Code

Claude Code

claude mcp add --transport http vector-panda https://www.vectorpanda.com/api/mcp

mcp.json (Claude Desktop, Cursor, VS Code, Windsurf)

{
  "mcpServers": {
    "vector-panda": {
      "url": "https://www.vectorpanda.com/api/mcp"
    }
  }
}

Frequently asked questions

What does the Vector Panda MCP server do?

Operate your Vector Panda collections: search and upsert vectors, schema, measured indexes, exports.

Is the Vector Panda MCP server free?

The server is free, but you will likely need an account. The server itself is free, but it connects to a service that needs an account or API key, which may have paid tiers. Check the provider for current pricing.

Does Vector Panda run locally or remotely?

Remote. Hosted by the provider. You connect with a URL, nothing to install.

How do I add Vector Panda to Claude Code?

Run: claude mcp add --transport http vector-panda https://www.vectorpanda.com/api/mcp

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