# ask-panda

> Use this tool when you need to query PanDA documentation, analyze job errors, or retrieve JSON data, as it provides an MCP server with multiple AI models to streamline these tasks. It solves problems related to data retrieval, error analysis, and documentation queries, making it an efficient solution for various use cases. The tool accepts queries and job error inputs, and outputs relevant JSON data and analysis results.

Canonical page: https://skillsregistry.net/skills/bnlnpps-ask-panda  
JSON: https://api.skillsregistry.net/v1/skills/bnlnpps-ask-panda

## Description

MCP server for querying PanDA documentation, analyzing job errors, and retrieving JSON data using multiple AI models.

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** file-system
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/qwnsr2w18v)
- **Repository:** <https://github.com/BNLNPPS/ask-panda>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "bnlnpps-ask-panda"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/bnlnpps-ask-panda` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/bnlnpps-ask-panda/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt