Developer Tools

vectorpanda.com

Provides documentation, API references, and pricing for the Vector Panda database service.

2 endpoints8 known toolsFirst detected September 7, 2026Last detected September 7, 2026

ENDPOINT 1

https://www.vectorpanda.com/api/mcp

Auth required

Known tools 0

No tool metadata was available in the registry cache.

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.vectorpanda-com]
url = "https://www.vectorpanda.com/api/mcp"
enabled = true
bearer_token_env_var = "MCP_BEARER_TOKEN"

Authentication is required. Replace the placeholder locally and never commit a secret.

Claude Code

.mcp.json

{
  "mcpServers": {
    "vectorpanda-com": {
      "type": "http",
      "url": "https://www.vectorpanda.com/api/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_BEARER_TOKEN"
      }
    }
  }
}

Authentication is required. Replace the placeholder locally and never commit a secret.

Claude Desktop

Settings → Connectors → Add custom connector

Name: vectorpanda-com
Remote MCP URL: https://www.vectorpanda.com/api/mcp

Add the URL as a custom connector, then complete its supported authorization flow. Claude Desktop remote connectors are configured in the UI.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "vectorpanda-com": {
      "url": "https://www.vectorpanda.com/api/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_BEARER_TOKEN"
      }
    }
  }
}

Authentication is required. Replace the placeholder locally and never commit a secret.

Visual Studio Code

.vscode/mcp.json

{
  "servers": {
    "vectorpanda-com": {
      "type": "http",
      "url": "https://www.vectorpanda.com/api/mcp",
      "headers": {
        "Authorization": "Bearer ${input:mcp-token}"
      }
    }
  },
  "inputs": [
    {
      "type": "promptString",
      "id": "mcp-token",
      "description": "vectorpanda-com bearer token",
      "password": true
    }
  ]
}

Authentication is required. Replace the placeholder locally and never commit a secret.

Generic MCP

Client-specific MCP configuration

{
  "name": "vectorpanda-com",
  "transport": "streamable-http",
  "url": "https://www.vectorpanda.com/api/mcp",
  "headers": {
    "Authorization": "Bearer YOUR_BEARER_TOKEN"
  }
}

Authentication is required. Replace the placeholder locally and never commit a secret.

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

ENDPOINT 2

https://www.vectorpanda.com/mcp

No auth detected

MCP server metadata

Name: vector-panda-docs
Version: 1.0.0

Capabilities

tools.listChanged

Server instructions

Canonical Vector Panda product documentation: search and read docs, look up API operations, pricing, storage tiers, supported formats, and measured benchmark methodology. Every result cites its canonical vectorpanda.com URL. No authentication required.

Known tools 8

search_docs

Full-text search across Vector Panda concepts, tutorials, projects, and the engineering build log.

Inferred read-only

read_doc

Fetch the full Markdown of one document by its site path (for example /docs/concepts/embeddings-101), as returned by search_docs.

Inferred read-only

get_quickstart

The Vector Panda quickstart: install the veep Python SDK, upload a file, and run similarity queries end to end.

Potential side effects

get_api_operation

List public REST API operations, or pass one (e.

Inferred read-only

get_pricing

Current storage-tier pricing, monthly usage credits, and billing cycle.

Inferred read-only

get_benchmark_methodology

Measured benchmark results and full reproduction methodology (VectorDBBench through the public API), including dataset, recall, and cost.

Inferred read-only

compare_storage_tiers

Hot, warm, and paused storage tiers: current per-GB prices with what each tier means for query latency and when to pick it.

Inferred read-only

list_supported_formats

File formats accepted for vector ingestion, from the canonical features page.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.vector-panda-docs]
url = "https://www.vectorpanda.com/mcp"
enabled = true

Claude Code

.mcp.json

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

Claude Desktop

Settings → Connectors → Add custom connector

Name: vector-panda-docs
Remote MCP URL: https://www.vectorpanda.com/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

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

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

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

Generic MCP

Client-specific MCP configuration

{
  "name": "vector-panda-docs",
  "transport": "streamable-http",
  "url": "https://www.vectorpanda.com/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

TRUST AND VERIFICATION EVIDENCE

Loading Trust v2 evidence…

Checking the associated registrable domain. The BuiltWith key remains server-side.

Indexed

Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.