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Vector Panda

Official registry Data and databases

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

Website

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http vector-panda 'https://www.vectorpanda.com/api/mcp' --header 'Authorization: <Your Vector Panda API key, sent as: Bearer <api_key>. Create one at https://www.vectorpanda.com/dashboard.>'
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "vector-panda": {
            "type": "http",
            "url": "https://www.vectorpanda.com/api/mcp",
            "headers": {
                "Authorization": "<Your Vector Panda API key, sent as: Bearer <api_key>. Create one at https://www.vectorpanda.com/dashboard.>"
            }
        }
    }
}

Frequently asked questions

What is Vector Panda?

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

How do I install Vector Panda?

It runs as a remote server. In Claude Code: claude mcp add --transport http vector-panda 'https://www.vectorpanda.com/api/mcp' --header 'Authorization: <Your Vector Panda API key, sent as: Bearer <api_key>. Create one at https://www.vectorpanda.com/dashboard.>'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does Vector Panda need an API key?

Yes. It expects Authorization, which you set in its configuration.

Who maintains Vector Panda?

It is published by com.vectorpanda. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.