Crawler Summary

car-finder answer-first brief

Find and monitor car listings on Webmotors and OLX with configurable filters and daily notifications. Use when searching for used cars, tracking new listings, or automating car search workflows in the Brazilian market. --- name: car-finder description: Find and monitor car listings on Webmotors and OLX with configurable filters and daily notifications. Use when searching for used cars, tracking new listings, or automating car search workflows in the Brazilian market. --- Car Finder Overview Automate car searches on Webmotors and OLX, compare daily results to identify new listings, and receive notifications when matching cars become Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

car-finder is best for general automation workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 89/100

car-finder

Find and monitor car listings on Webmotors and OLX with configurable filters and daily notifications. Use when searching for used cars, tracking new listings, or automating car search workflows in the Brazilian market. --- name: car-finder description: Find and monitor car listings on Webmotors and OLX with configurable filters and daily notifications. Use when searching for used cars, tracking new listings, or automating car search workflows in the Brazilian market. --- Car Finder Overview Automate car searches on Webmotors and OLX, compare daily results to identify new listings, and receive notifications when matching cars become

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Gustavoziaugra

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Setup snapshot

git clone https://github.com/GustavoZiaugra/car-finder-skill.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 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.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Gustavoziaugra

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Feb 25, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

json

{
  "brand": "Honda",
  "model": "Civic",
  "year_min": 2018,
  "year_max": 2022,
  "price_min": 50000,
  "price_max": 90000,
  "km_max": 50000,
  "state": "sp",
  "pages": 5
}

bash

python3 scripts/scrape_webmotors.py --brand Honda --model Civic --year-min 2018 --price-max 90000 --state sp --output webmotors_new.json

python3 scripts/scrape_olx.py --query "Honda Civic 2020" --price-max 90000 --state sp --output olx_new.json

bash

python3 scripts/compare_listings.py --new webmotors_new.json --old webmotors_previous.json --summary

python3 scripts/compare_listings.py --new olx_new.json --old olx_previous.json --summary

bash

# Run every day at 8 AM
0 8 * * * cd /path/to/car-finder && python3 scripts/scrape_webmotors.py --config car_finder_config.json --output webmotors_new.json && python3 scripts/scrape_olx.py --config car_finder_config.json --output olx_new.json && python3 scripts/compare_listings.py --new webmotors_new.json --old webmotors_previous.json --summary | telegram-send && mv webmotors_new.json webmotors_previous.json

json

{
  "source": "webmotors",
  "title": "Honda Civic Touring 2.0 16V Flex Aut. 2021",
  "price": 85000,
  "price_text": "R$ 85.000",
  "year": 2021,
  "url": "https://www.webmotors.com.br/carro/...",
  "location": "São Paulo - SP",
  "scraped_at": "2026-02-10T14:30:00.000Z"
}

bash

python3 scripts/scrape_webmotors.py --brand <brand> --model <model> --year-min <year> --year-max <year> --price-min <price> --price-max <price> --km-max <km> --state <state> --pages <n> --output <file>

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Find and monitor car listings on Webmotors and OLX with configurable filters and daily notifications. Use when searching for used cars, tracking new listings, or automating car search workflows in the Brazilian market. --- name: car-finder description: Find and monitor car listings on Webmotors and OLX with configurable filters and daily notifications. Use when searching for used cars, tracking new listings, or automating car search workflows in the Brazilian market. --- Car Finder Overview Automate car searches on Webmotors and OLX, compare daily results to identify new listings, and receive notifications when matching cars become

Full README

name: car-finder description: Find and monitor car listings on Webmotors and OLX with configurable filters and daily notifications. Use when searching for used cars, tracking new listings, or automating car search workflows in the Brazilian market.

Car Finder

Overview

Automate car searches on Webmotors and OLX, compare daily results to identify new listings, and receive notifications when matching cars become available.

Quick Start

  1. Create configuration - Define your search criteria in a JSON config file
  2. Run initial scrape - Gather current listings from both sites
  3. Set up daily checks - Schedule automatic scraping and comparison
  4. Get notified - Receive alerts when new cars match your criteria

Workflow

Step 1: Configure Search Criteria

Create car_finder_config.json with your parameters:

{
  "brand": "Honda",
  "model": "Civic",
  "year_min": 2018,
  "year_max": 2022,
  "price_min": 50000,
  "price_max": 90000,
  "km_max": 50000,
  "state": "sp",
  "pages": 5
}

Available parameters:

  • brand, model: Car make and model (Webmotors)
  • query: Free-text search (OLX)
  • year_min, year_max: Year range
  • price_min, price_max: Price range in BRL
  • km_max: Maximum kilometers
  • state: Brazilian state abbreviation
  • pages: Number of pages to scrape

Step 2: Scrape Current Listings

Run both scrapers:

python3 scripts/scrape_webmotors.py --brand Honda --model Civic --year-min 2018 --price-max 90000 --state sp --output webmotors_new.json

python3 scripts/scrape_olx.py --query "Honda Civic 2020" --price-max 90000 --state sp --output olx_new.json

Step 3: Compare and Identify New Listings

Compare today's results with previous data:

python3 scripts/compare_listings.py --new webmotors_new.json --old webmotors_previous.json --summary

python3 scripts/compare_listings.py --new olx_new.json --old olx_previous.json --summary

The --summary flag prints a human-readable list of new listings.

Step 4: Set Up Daily Automation

Use cron or OpenClaw's cron system to run daily:

# Run every day at 8 AM
0 8 * * * cd /path/to/car-finder && python3 scripts/scrape_webmotors.py --config car_finder_config.json --output webmotors_new.json && python3 scripts/scrape_olx.py --config car_finder_config.json --output olx_new.json && python3 scripts/compare_listings.py --new webmotors_new.json --old webmotors_previous.json --summary | telegram-send && mv webmotors_new.json webmotors_previous.json

With OpenClaw, create a daily cron job that runs the scripts and sends Telegram notifications.

Output Format

Each listing includes:

{
  "source": "webmotors",
  "title": "Honda Civic Touring 2.0 16V Flex Aut. 2021",
  "price": 85000,
  "price_text": "R$ 85.000",
  "year": 2021,
  "url": "https://www.webmotors.com.br/carro/...",
  "location": "São Paulo - SP",
  "scraped_at": "2026-02-10T14:30:00.000Z"
}

Troubleshooting

403 Forbidden Responses

Current Status: Webmotors and OLX block automated scraping with 403 responses. This is expected behavior due to anti-bot protections.

See references/limitations.md for:

  • Detailed explanation of why scraping is blocked
  • Official API alternatives
  • Paid scraping service options
  • Browser automation approaches

Empty Results

  • Verify parameter spelling and format
  • Try increasing pages parameter
  • Check if site HTML structure changed

Site Changes

If scraping stops working (after overcoming 403):

  1. Inspect the site's current HTML
  2. Update CSS selectors in the appropriate scraping script
  3. Test with small page count first

Rate Limiting

If blocked (after overcoming 403):

  • Add delays between requests
  • Reduce pages parameter
  • Rotate User-Agent strings
  • Scrape less frequently

Resources

scripts/scrape_webmotors.py

Scrapes car listings from Webmotors based on filters.

Usage:

python3 scripts/scrape_webmotors.py --brand <brand> --model <model> --year-min <year> --year-max <year> --price-min <price> --price-max <price> --km-max <km> --state <state> --pages <n> --output <file>

scripts/scrape_olx.py

Scrapes car listings from OLX based on search query and filters.

Usage:

python3 scripts/scrape_olx.py --query "<search>" --year-min <year> --year-max <year> --price-min <price> --price-max <price> --state <state> --pages <n> --output <file>

scripts/compare_listings.py

Compares new and old listings to identify new items.

Usage:

python3 scripts/compare_listings.py --new <new_file> --old <old_file> --output <merged_file> --summary

references/usage.md

Detailed documentation with examples, parameter descriptions, and automation tips. Load this for more comprehensive guidance.

Dependencies

Install required packages:

pip install requests beautifulsoup4

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/gustavoziaugra-car-finder-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/gustavoziaugra-car-finder-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/gustavoziaugra-car-finder-skill/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITHUB_REPOSactivepieces

Rank

70

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW
GITHUB_REPOScherry-studio

Rank

70

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

Rank

70

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/gustavoziaugra-car-finder-skill/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/gustavoziaugra-car-finder-skill/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/gustavoziaugra-car-finder-skill/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/gustavoziaugra-car-finder-skill/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/gustavoziaugra-car-finder-skill/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/gustavoziaugra-car-finder-skill/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T02:35:16.896Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Gustavoziaugra",
    "href": "https://github.com/GustavoZiaugra/car-finder-skill",
    "sourceUrl": "https://github.com/GustavoZiaugra/car-finder-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:24:42.394Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/gustavoziaugra-car-finder-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/gustavoziaugra-car-finder-skill/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:24:42.394Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/gustavoziaugra-car-finder-skill/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/gustavoziaugra-car-finder-skill/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

Sponsored

Ads related to car-finder and adjacent AI workflows.