---
schema: "interfacedelta-service-md/1"
target_key: "sha256:82d99a830c70e692dcdc2c118b5f5c64103be04347e2469d9cbad7c14fcdbe99"
origin: "https://www.vectorpanda.com"
protocols: ["mcp"]
observed_at: "2026-11-13T10:05:07.996Z"
generated_at: "2026-11-13T10:56:45.494Z"
record_url: "https://interfacedelta.com/atlas/sha256:82d99a830c70e692dcdc2c118b5f5c64103be04347e2469d9cbad7c14fcdbe99"
record_api: "https://interfacedelta.com/api/v1/record/services/sha256:82d99a830c70e692dcdc2c118b5f5c64103be04347e2469d9cbad7c14fcdbe99"
source: "InterfaceDelta atlas"
license_note: "Use of this record is governed by https://interfacedelta.com/terms."
---

# Service record: https://www.vectorpanda.com

## Identity
- Origin: https://www.vectorpanda.com
- Endpoints: https://www.vectorpanda.com/mcp
- Protocols: mcp
- Registry names: com.vectorpanda/docs
- First retained observation: 2026-11-13T10:05:07.996Z
- Latest observation: 2026-11-13T10:05:07.996Z

## Tools
- Tool 1: compare\_storage\_tiers (mcp); inputs: none shown; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 2: get\_api\_operation (mcp); inputs: operation; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 3: get\_benchmark\_methodology (mcp); inputs: none shown; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 4: get\_pricing (mcp); inputs: none shown; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 5: get\_quickstart (mcp); inputs: none shown; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 6: list\_supported\_formats (mcp); inputs: none shown; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 7: read\_doc (mcp); inputs: path; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 8: search\_docs (mcp); inputs: limit, query; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
Tools omitted: 0.

## Effect readings (AI)
No AI reading shown.

## Change history
No changes recorded in the retained history.

## Payment rails
- Protocols observed: none.
- HTTP 402 seen in retained observations: false.

## Not covered
- We don't call tools.
- We don't rate or certify.
- We don't publish prices.
- We cover only what was observed.

## Evidence
- Identity: observed / declared; observation time: 2026-11-13T10:05:07.996Z.
- Tools: declared; observation time: 2026-11-13T10:05:07.996Z.
- Effect readings (AI): AI reading; observation time: 2026-11-13T10:05:07.996Z.
- Change history: observed; observation time: 2026-11-13T10:05:07.996Z; change observation times: none.
- Payment rails: observed; observation time: 2026-11-13T10:05:07.996Z.

```json
{
  "schema": "interfacedelta-service-md/1",
  "target_key": "sha256:82d99a830c70e692dcdc2c118b5f5c64103be04347e2469d9cbad7c14fcdbe99",
  "origin": "https://www.vectorpanda.com",
  "protocols": [
    "mcp"
  ],
  "observed_at": "2026-11-13T10:05:07.996Z",
  "generated_at": "2026-11-13T10:56:45.494Z",
  "record_url": "https://interfacedelta.com/atlas/sha256:82d99a830c70e692dcdc2c118b5f5c64103be04347e2469d9cbad7c14fcdbe99",
  "record_api": "https://interfacedelta.com/api/v1/record/services/sha256:82d99a830c70e692dcdc2c118b5f5c64103be04347e2469d9cbad7c14fcdbe99",
  "source": "InterfaceDelta atlas",
  "license_note": "Use of this record is governed by https://interfacedelta.com/terms.",
  "identity": {
    "origin": "https://www.vectorpanda.com",
    "endpoints": [
      "https://www.vectorpanda.com/mcp"
    ],
    "protocols": [
      "mcp"
    ],
    "registry_names": [
      "com.vectorpanda/docs"
    ],
    "first_retained_observation": "2026-11-13T10:05:07.996Z",
    "latest_observation": "2026-11-13T10:05:07.996Z"
  },
  "tools": [
    {
      "name": "compare_storage_tiers",
      "protocol": "mcp",
      "inputs": [],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "get_api_operation",
      "protocol": "mcp",
      "inputs": [
        "operation"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "get_benchmark_methodology",
      "protocol": "mcp",
      "inputs": [],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "get_pricing",
      "protocol": "mcp",
      "inputs": [],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "get_quickstart",
      "protocol": "mcp",
      "inputs": [],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "list_supported_formats",
      "protocol": "mcp",
      "inputs": [],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "read_doc",
      "protocol": "mcp",
      "inputs": [
        "path"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "search_docs",
      "protocol": "mcp",
      "inputs": [
        "limit",
        "query"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null
    }
  ],
  "tools_omitted": 0,
  "tools_state": "recorded",
  "changes": [],
  "payment_rails": {
    "protocols": [],
    "http_402_seen": false
  },
  "not_covered": [
    "We don't call tools.",
    "We don't rate or certify.",
    "We don't publish prices.",
    "We cover only what was observed."
  ],
  "evidence": [
    {
      "section": "Identity",
      "classes": [
        "observed",
        "declared"
      ],
      "observed_at": "2026-11-13T10:05:07.996Z"
    },
    {
      "section": "Tools",
      "classes": [
        "declared"
      ],
      "observed_at": "2026-11-13T10:05:07.996Z"
    },
    {
      "section": "Effect readings (AI)",
      "classes": [
        "AI reading"
      ],
      "observed_at": "2026-11-13T10:05:07.996Z"
    },
    {
      "section": "Change history",
      "classes": [
        "observed"
      ],
      "observed_at": "2026-11-13T10:05:07.996Z",
      "observation_times": []
    },
    {
      "section": "Payment rails",
      "classes": [
        "observed"
      ],
      "observed_at": "2026-11-13T10:05:07.996Z"
    }
  ]
}
```