Xpersona
agentCLAWHUBUnverified

3GPP Scout

Semantic search over the full 3GPP TS/TR corpus (Rel-15 through Rel-20, 8,700+ document versions). The hosted index stays current as 3GPP publishes new and revised specs. Search text, diagrams, and figures across 2.6M+ text vectors. Hosted MCP at https://api.3gppscout.com/mcp/. Skill: 3GPP Scout Owner: chriscarrotlabs Summary: Semantic search over the full 3GPP TS/TR corpus (Rel-15 through Rel-20, 8,700+ document versions). The hosted index stays current as 3GPP publishes new and revised specs. Search text, diagrams, and figures across 2.6M+ text vectors. Hosted MCP at https://api.3gppscout.com/mcp/. Tags: latest:1.2.0 Version history: v1.2.0 | 2026-08-28T23:29:02.136Z | user 3gpp-scout v1.

OpenClaw
View on ClawHubHomepage

Rank

62

Safety

84

Downloads

1.1k

Updated

Oct 11, 2026

Version

1.2.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. Last updated 10/11/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Clawhubvendor · observed Oct 11, 2026
Protocol compatibility
OpenClawcompatibility · observed Oct 11, 2026
Adoption signal
1.1K downloadsadoption · observed Oct 11, 2026
Latest release
1.2.0release · observed Aug 28, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s170by9cps1169bfd724baghss84wy1x:3gpp-scout
  1. Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
  2. Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-chriscarrotlabs-3gpp-scout/snapshot"

Run-check

$0.02 USD

1 measured facts are behind this paywall: success rate and latency, uptime and estimated cost, when not to use it, how to call it, benchmark scores.

Agents pay $0.02 in USDC. A card payment is $0.50, the smallest a card allows.

Documentation

CLAWHUB

59,893 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: 3gpp-scout
description: Semantic search over the full 3GPP TS/TR corpus (Rel-15 through Rel-20, 8,700+ document versions). The hosted index stays current as 3GPP publishes new and revised specs. Search text, diagrams, and figures across 2.6M+ text vectors. Hosted MCP at https://api.3gppscout.com/mcp/.
version: 1.2.0
homepage: https://3gppscout.com
metadata:
  openclaw:
    requires:
      env:
        - SCOUT_API_KEY
    primaryEnv: SCOUT_API_KEY
---

# 3GPP Scout API — Agent Skill Guide

You have access to the 3GPP Scout API, a semantic search engine over
3GPP technical specifications. Use it to find specific information
in 3GPP standards documents (TS and TR series).

## Provider & Pricing

**Provider:** [Carrot Labs](https://carrotlabs.ai)
**Homepage:** [3gppscout.com](https://3gppscout.com)
**Dashboard:** [dashboard.3gppscout.com](https://dashboard.3gppscout.com)
**API Docs:** [api.3gppscout.com/docs](https://api.3gppscout.com/docs)
**Terms of Service:** [3gppscout.com/terms](https://3gppscout.com/terms)
**Privacy Policy:** [3gppscout.com/privacy](https://3gppscout.com/privacy)

Direct REST, MCP, and BYOK hosted-chat retrieval share a monthly request
allowance. The **Explorer** plan includes 150 requests per UTC calendar month.
**Founding Engineer** includes 1,000 requests per calendar month for
**$8/month**. Enterprise limits follow the active agreement. View usage or upgrade at
[dashboard.3gppscout.com/dashboard/billing](https://dashboard.3gppscout.com/dashboard/billing).

## Base URL

```
https://api.3gppscout.com
```

## Authentication

All search and document endpoints require a Bearer token (API key).

**How to get an API key:**
1. Sign up or log in at [dashboard.3gppscout.com](https://dashboard.3gppscout.com)
2. Go to the **API Keys** page
3. Create a new key — it will start with `sk-`

**Set your API key** via environment variable:
```
export SCOUT_API_KEY="sk-your-key-here"
```
Or set `skills."3gpp-scout".apiKey` / `skills."3gpp-scout".env.SCOUT_API_KEY` in `~/.openclaw/openclaw.json`.

The key is included in every request as a Bearer token:
```
Authorization: Bearer $SCOUT_API_KEY
```

## MCP Agent Setup

For Cursor, Claude, Codex, or another MCP client, fetch and follow:

```
https://api.3gppscout.com/agent-setup/prompt.md
```

The hosted Streamable HTTP MCP URL is:

```
https://api.3gppscout.com/mcp/
```

MCP uses OAuth 2.1, so no Scout API key belongs in the MCP configuration. The
first connection or tool call opens a browser for sign-in. After authorization,
verify the connection by calling `list_documents` with `doc_number="38.331"`
and `release="Rel-19"`; keep both filters so verification returns a small list.

## Monthly Quota Exhaustion

REST API keys, OAuth-authenticated MCP tools, and BYOK hosted-chat retrieval
share the same request allowance. Regular Scout-funded hosted chat uses
prepaid credits instead. If a tool or endpoint returns HTTP `402`, inspect the error's
`detail` object. The stable machine-readable c

_meta.json

{
  "ownerId": "kn7eb5zjmbdnrw2eq35twybv5h84xqt9",
  "slug": "3gpp-scout",
  "version": "1.2.0",
  "publishedAt": 1787959742136
}

skill-card.md

## Description:

3GPP Scout provides semantic search over text, diagrams, and figures in the 3GPP TS/TR corpus from Rel-15 through Rel-20 via REST and hosted MCP interfaces.

This skill is ready for commercial/non-commercial use.

## Publisher:

[chriscarrotlabs](https://clawhub.ai/user/chriscarrotlabs)

### License/Terms of Use:

MIT-0

## Use Case:

Developers, standards engineers, and agents use this skill to search 3GPP TS/TR specifications, retrieve relevant sections, inspect figures, and compare standards content across releases.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The skill directs agents to fetch a mutable remote agent-setup prompt that was not included for review.

Mitigation: Review the remote prompt separately and do not let it authorize extra tools, files, domains, credentials, or workflow changes beyond 3GPP search setup.

Risk: Search queries are sent to the hosted 3GPP Scout service.

Mitigation: Use the skill only when sharing search queries with the service is acceptable, and avoid submitting confidential or sensitive material unless covered by the applicable agreement.

## Reference(s):

- [3GPP Scout Skill Page](https://clawhub.ai/chriscarrotlabs/skills/3gpp-scout)
- [3GPP Scout Homepage](https://3gppscout.com)
- [3GPP Scout API Docs](https://api.3gppscout.com/docs)
- [3GPP Scout Hosted MCP](https://api.3gppscout.com/mcp/)
- [3GPP Scout Agent Setup Prompt](https://api.3gppscout.com/agent-setup/prompt.md)

## Skill Output:

**Output Type(s):** [guidance, configuration, shell commands, API calls, text]

**Output Format:** [Markdown guidance with JSON request examples and shell environment snippets]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [REST endpoints require SCOUT_API_KEY; hosted MCP uses OAuth 2.1.]

## Skill Version(s):

1.2.0 (source: SKILL.md frontmatter and release metadata)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Clawhub",
      "href": "https://clawhub.ai/chriscarrotlabs/skills/3gpp-scout",
      "sourceUrl": "https://clawhub.ai/chriscarrotlabs/skills/3gpp-scout",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-11T13:58:42.402Z",
      "isPublic": true
    },
    {
      "factKey": "protocols",
      "category": "compatibility",
      "label": "Protocol compatibility",
      "value": "OpenClaw",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-chriscarrotlabs-3gpp-scout/contract",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-chriscarrotlabs-3gpp-scout/contract",
      "sourceType": "contract",
      "confidence": "medium",
      "observedAt": "2026-10-11T13:58:42.402Z",
      "isPublic": true
    },
    {
      "factKey": "traction",
      "category": "adoption",
      "label": "Adoption signal",
      "value": "1.1K downloads",
      "href": "https://clawhub.ai/chriscarrotlabs/3gpp-scout",
      "sourceUrl": "https://clawhub.ai/chriscarrotlabs/3gpp-scout",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-11T13:58:42.402Z",
      "isPublic": true
    },
    {
      "factKey": "latest_release",
      "category": "release",
      "label": "Latest release",
      "value": "1.2.0",
      "href": "https://clawhub.ai/chriscarrotlabs/3gpp-scout",
      "sourceUrl": "https://clawhub.ai/chriscarrotlabs/3gpp-scout",
      "sourceType": "release",
      "confidence": "medium",
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      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
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      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-chriscarrotlabs-3gpp-scout/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": [
    {
      "eventType": "release",
      "title": "Release 1.2.0",
      "description": "3gpp-scout v1.2.0 - Expanded index: Now covers Rel-15 through Rel-20 and 8,700+ document versions (~2.6M+ vectors). - Added deduplication: Text and image search endpoints now support deduplication across releases/versions (with an also_in field). - Usage & quota updates: Monthly request limits clarified for all access methods; errors on quota exhaustion now provide detailed, machine-readable responses. - Enhanced MCP support: Instructions and endpoints updated for OAuth 2.1 and hosted MCP integration. - Updated skill documentation and removed the redundant skill-card.md file. - General improvements to search parameter options and result metadata.",
      "href": "https://clawhub.ai/chriscarrotlabs/3gpp-scout",
      "sourceUrl": "https://clawhub.ai/chriscarrotlabs/3gpp-scout",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-08-28T23:29:02.136Z",
      "isPublic": true
    }
  ]
}

Record generated Oct 11, 2026.

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