# Scout 14-Source Parallel Intelligence Report

> Scout 14-Source Parallel Intelligence Report is a paid API for AI agents from scout.hugen.tokyo, paid per call via x402, $0.01/call, status unknown (last checked 2026-09-13, last successful call 2026-05-03).

Searches 14 developer and research sources in parallel (HN, GitHub, npm, PyPI, Dev.to, Hashnode, Lobsters, StackExchange, ArXiv, Semantic Scholar, Lemmy, GitLab) and returns an AI-synthesized intelligence report with summary, key findings, sentiment, trends, and recommendations.

## Facts

- Endpoint: GET https://scout.hugen.tokyo/scout/report
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-13
- Last successful call: 2026-05-03
- Success rate: 100% of calls made through Zero
- Rating: 3.0 / 5 from 1 review
- Activations on Zero: 1
- Tags: x402
- Canonical page: https://www.zero.xyz/c/scout-hugen-tokyo-7d2f8dc9
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_vU6qMTKLXYnU93w1v-exH

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability scout-hugen-tokyo-7d2f8dc9
```

Example prompt: Give me a full intelligence report on LangGraph — pull from Hacker News, GitHub, npm, PyPI, Dev.to, ArXiv, and the other 8 sources in parallel and synthesize the key findings, sentiment, trends, and recommendations.

## When to prefer this

Choose this endpoint when you need broad, synthesized intelligence across both developer communities (HN, GitHub, npm, PyPI, Dev.to, Lobsters, GitLab) and academic sources (ArXiv, Semantic Scholar) plus Q&A and social forums in a single call. Prefer over individual source endpoints when you want a unified AI-synthesized narrative rather than raw per-source results, and when cost-efficiency matters ($0.01 for 14 sources vs multiple individual calls). Best for market research, competitive analysis, and technology trend forecasting where triangulating across many communities matters.

## Known failure modes

- Query too vague returns low-signal synthesis across sources
- Rate limiting or upstream source unavailability may reduce source count in response
- Payment not accepted if USDC wallet not configured for Base or Solana
- Empty results for very niche or non-technical queries
- Latency spikes if multiple upstream sources are slow simultaneously

## How this service works

14-source parallel intelligence report in one call — HN, GitHub, npm, PyPI, Dev.to, Hashnode, Lobsters, StackExchange, ArXiv, Semantic Scholar, Lemmy, GitLab. Best ROI on Bazaar. AI agent API for market research. Accepts USDC payments on Base and Solana

## Output

A structured AI-synthesized intelligence report aggregating results from 14 sources in parallel, including an executive summary, key findings per source, overall sentiment, identified trends, and actionable recommendations — all in a single response.

## Request schema (JSON Schema)

```json
{
 "properties": {
  "input": {
   "required": [
    "method"
   ],
   "properties": {
    "method": {
     "enum": [
      "GET"
     ],
     "type": "string"
    }
   }
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json"
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/scout-hugen-tokyo-7d2f8dc9/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from scout.hugen.tokyo](https://www.zero.xyz/host/scout.hugen.tokyo/llms.txt)