Vector Panda

com.vectorpandaPublished by vectorpanda.comOfficial publisherv1.1.0Updated Oct 24, 2026

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

VerifiedStreamable HTTPWeb executableDatabases

Overview

AI-generated overview

Vector Panda lets an assistant search and upsert vectors in your Vector Panda collections, inspect schemas and measured indexes, and run exports.

What you can do
Search vectors in your Vector Panda collections and upsert new or updated vectors into them. Inspect collection schema and measured indexes. Run exports of collection data.
When to use it
Useful when your vector data already lives in Vector Panda and you want an assistant to query or maintain those collections, check their schema and indexes, or export data without leaving the chat.
Requirements
A remote endpoint at vectorpanda.com over streamable HTTP, with OAuth authentication. A Vector Panda API key is required, sent as a Bearer token in the Authorization header; the key is created in the Vector Panda dashboard.
Before you install
The server requires an API key sent in the Authorization header, so treat that key as a secret. Upsert operations write or change vector data in your collections, and exports move collection data out, so confirm scope before letting an assistant run them.

Installation

In SourceWeft

  1. Open Vector Panda in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.vectorpanda%2Fdatabase/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.

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

Tools

0
This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

1
  1. v1.1.0LatestSep 16, 2026

Score

56% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts

    Publish an icon in the registry entry.

  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.

Other Vectorpanda integrations

Vector Panda Documentation

com.vectorpandaOfficial publisher

A remote documentation server that lets an assistant search and read Vector Panda docs, API operations, pricing, storage tiers and benchmarks.

Streamable HTTPWeb executable
Knowledge & Memory8 toolsOct 24, 2026