---
schema: "interfacedelta-service-md/1"
target_key: "sha256:074cf2ed010f16443689872e4c347d78745c74f8a8de711d8a4bb2bcd790c96d"
origin: "https://luckpanda.app"
protocols: ["mcp"]
observed_at: "2026-11-11T06:04:51.866Z"
generated_at: "2026-11-15T07:23:54.319Z"
record_url: "https://interfacedelta.com/atlas/sha256:074cf2ed010f16443689872e4c347d78745c74f8a8de711d8a4bb2bcd790c96d"
record_api: "https://interfacedelta.com/api/v1/record/services/sha256:074cf2ed010f16443689872e4c347d78745c74f8a8de711d8a4bb2bcd790c96d"
source: "InterfaceDelta atlas"
license_note: "Use of this record is governed by https://interfacedelta.com/terms."
---

# Service record: https://luckpanda.app

## Identity
- Origin: https://luckpanda.app
- Endpoints: https://luckpanda.app/mcp/public
- Protocols: mcp
- Registry names: app.luckpanda/tools
- First retained observation: 2026-11-11T06:04:51.866Z
- Latest observation: 2026-11-11T06:04:51.866Z

## Tools
MCP tools, OpenAPI operations, WebMCP tools and A2A skills; excludes prompts and resources.
Total capabilities: 9; non-tool capabilities: 0.
- Tool 1: calculate\_emi (mcp); inputs: annual\_rate, currency, months, principal, years; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 2: calculate\_gst (mcp); inputs: amount, mode, rate, supply; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 3: calculate\_vat (mcp); inputs: amount, country, mode, rate; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 4: check\_gstin (mcp); inputs: gstin; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 5: create\_document\_link (mcp); inputs: doc, page; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":false}
- Tool 6: create\_document\_pdf (mcp); inputs: doc, page; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":false}
- Tool 7: find\_hsn\_code (mcp); inputs: limit, query, type; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 8: get\_document\_rules (mcp); inputs: country, document\_type; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 9: list\_tools (mcp); inputs: country, document\_type, query; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
Tools omitted: 0.

## Effect readings (AI)
- Tool 1 (calculate\_emi): ◇ AI reading; state: counted; none (confidence 0.88); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 2 (calculate\_gst): ◇ AI reading; state: counted; none (confidence 0.89); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 3 (calculate\_vat): ◇ AI reading; state: counted; none (confidence 0.93); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 4 (check\_gstin): ◇ AI reading; state: counted; none (confidence 0.8); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 5 (create\_document\_link): ◇ AI reading; state: counted; creates (confidence 0.8); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 6 (create\_document\_pdf): ◇ AI reading; state: counted; creates (confidence 0.82); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 7 (find\_hsn\_code): ◇ AI reading; state: counted; reads (confidence 0.85); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 8 (get\_document\_rules): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 9 (list\_tools): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5.

## 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: 2026-11-11T06:04:51.866Z.
- Tools: declared; observation time: 2026-11-11T06:04:51.866Z.
- Effect readings (AI): AI reading; observation time: 2026-11-11T06:04:51.866Z.
- Change history: observed; observation time: 2026-11-11T06:04:51.866Z; change observation times: none.
- Payment rails: observed; observation time: 2026-11-11T06:04:51.866Z.

```json
{
  "schema": "interfacedelta-service-md/1",
  "target_key": "sha256:074cf2ed010f16443689872e4c347d78745c74f8a8de711d8a4bb2bcd790c96d",
  "origin": "https://luckpanda.app",
  "protocols": [
    "mcp"
  ],
  "observed_at": "2026-11-11T06:04:51.866Z",
  "generated_at": "2026-11-15T07:23:54.319Z",
  "record_url": "https://interfacedelta.com/atlas/sha256:074cf2ed010f16443689872e4c347d78745c74f8a8de711d8a4bb2bcd790c96d",
  "record_api": "https://interfacedelta.com/api/v1/record/services/sha256:074cf2ed010f16443689872e4c347d78745c74f8a8de711d8a4bb2bcd790c96d",
  "source": "InterfaceDelta atlas",
  "license_note": "Use of this record is governed by https://interfacedelta.com/terms.",
  "identity": {
    "origin": "https://luckpanda.app",
    "endpoints": [
      "https://luckpanda.app/mcp/public"
    ],
    "protocols": [
      "mcp"
    ],
    "registry_names": [
      "app.luckpanda/tools"
    ],
    "first_retained_observation": "2026-11-11T06:04:51.866Z",
    "latest_observation": "2026-11-11T06:04:51.866Z"
  },
  "tools": [
    {
      "name": "calculate_emi",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [
        "annual_rate",
        "currency",
        "months",
        "principal",
        "years"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "none",
            "confidence": 0.88
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "calculate_gst",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [
        "amount",
        "mode",
        "rate",
        "supply"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "none",
            "confidence": 0.89
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "calculate_vat",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [
        "amount",
        "country",
        "mode",
        "rate"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "none",
            "confidence": 0.93
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "check_gstin",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [
        "gstin"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "none",
            "confidence": 0.8
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "create_document_link",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [
        "doc",
        "page"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "creates",
            "confidence": 0.8
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "create_document_pdf",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [
        "doc",
        "page"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "creates",
            "confidence": 0.82
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "find_hsn_code",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [
        "limit",
        "query",
        "type"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.85
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "get_document_rules",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [
        "country",
        "document_type"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.9
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "list_tools",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [
        "country",
        "document_type",
        "query"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.9
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    }
  ],
  "capability_count": 9,
  "non_tool_capability_count": 0,
  "tool_count_scope": "MCP tools, OpenAPI operations, WebMCP tools and A2A skills; excludes prompts and resources.",
  "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": "2026-11-11T06:04:51.866Z"
    },
    {
      "section": "Tools",
      "classes": [
        "declared"
      ],
      "observed_at": "2026-11-11T06:04:51.866Z"
    },
    {
      "section": "Effect readings (AI)",
      "classes": [
        "AI reading"
      ],
      "observed_at": "2026-11-11T06:04:51.866Z"
    },
    {
      "section": "Change history",
      "classes": [
        "observed"
      ],
      "observed_at": "2026-11-11T06:04:51.866Z",
      "observation_times": []
    },
    {
      "section": "Payment rails",
      "classes": [
        "observed"
      ],
      "observed_at": "2026-11-11T06:04:51.866Z"
    }
  ]
}
```