# OpenScout

> OpenScout — ujjwal-bajpayee-openscout. Use this tool when you need to generate accurate and cited responses to complex questions, leveraging web search and large language models to provide reliable information. OpenScout solves the problem of finding trustworthy answers by combining retrieval, reranking, and synthesis capabilities. It takes in a single question as input and outputs a grounded, cited response, making it ideal for research, academic, or professional use cases.

Canonical page: https://skillsregistry.net/skills/ujjwal-bajpayee-openscout  
JSON: https://api.skillsregistry.net/v1/skills/ujjwal-bajpayee-openscout

## Description

OpenScout is a Perplexity-inspired answer engine that turns a single question into a grounded, cited response. It combines web search, retrieval, reranking, and LLM synthesis in a lightweight Streamlit Application

## Trust

- **Trust score (0–1):** 0.81
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** MIT
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/Ujjwal-Bajpayee/OpenScout)

## 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": "ujjwal-bajpayee-openscout"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ujjwal-bajpayee-openscout` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ujjwal-bajpayee-openscout/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