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
Xpersona Agent
Use this skill when users need to search the web for information, news, images, or videos. Triggers include: requests to "search for", "find information about", "look up", "what's the latest on", or any request requiring current web content. Also use for research tasks, fact-checking, finding visual resources, or gathering recent news. Requires OpenClawCLI installation from clawhub.ai. Do NOT use when Claude's built-in web_search tool is more appropriate for simple queries. --- name: web-search-hub description: "Use this skill when users need to search the web for information, news, images, or videos. Triggers include: requests to \"search for\", \"find information about\", \"look up\", \"what's the latest on\", or any request requiring current web content. Also use for research tasks, fact-checking, finding visual resources, or gathering recent news. Requires OpenClawCLI installation f
clawhub skill install skills:anisafifi:web-search-hubOverall rank
#62
Adoption
No public adoption signal
Trust
Unknown
Freshness
Feb 25, 2026
Freshness
Last checked Feb 25, 2026
Best For
web-search-hub is best for damage, corrupt, web workflows where OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, CLAWHUB, runtime-metrics, public facts pack
Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.
Overview
Use this skill when users need to search the web for information, news, images, or videos. Triggers include: requests to "search for", "find information about", "look up", "what's the latest on", or any request requiring current web content. Also use for research tasks, fact-checking, finding visual resources, or gathering recent news. Requires OpenClawCLI installation from clawhub.ai. Do NOT use when Claude's built-in web_search tool is more appropriate for simple queries. --- name: web-search-hub description: "Use this skill when users need to search the web for information, news, images, or videos. Triggers include: requests to \"search for\", \"find information about\", \"look up\", \"what's the latest on\", or any request requiring current web content. Also use for research tasks, fact-checking, finding visual resources, or gathering recent news. Requires OpenClawCLI installation f Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Feb 25, 2026
Vendor
Openclaw
Artifacts
0
Benchmarks
0
Last release
Unpublished
Install & run
clawhub skill install skills:anisafifi:web-search-hubSetup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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.
Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.
Public facts
Vendor
Openclaw
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.
Captured outputs
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
Parameters
bash
python scripts/search.py "quantum computing" python scripts/search.py "python asyncio tutorial" --max-results 20
bash
python scripts/search.py "climate summit" --type news python scripts/search.py "AI regulation" --type news --time-range d
bash
python scripts/search.py "mountain sunset" --type images python scripts/search.py "abstract art" --type images --image-color Blue
bash
python scripts/search.py "cooking tutorial" --type videos python scripts/search.py "documentary" --type videos --video-duration long
bash
--max-results N # Default: 10, range: 1-unlimited
bash
python scripts/search.py "machine learning" --max-results 5 # Quick overview python scripts/search.py "research topic" --max-results 30 # Comprehensive
Editorial read
Docs source
CLAWHUB
Editorial quality
ready
Use this skill when users need to search the web for information, news, images, or videos. Triggers include: requests to "search for", "find information about", "look up", "what's the latest on", or any request requiring current web content. Also use for research tasks, fact-checking, finding visual resources, or gathering recent news. Requires OpenClawCLI installation from clawhub.ai. Do NOT use when Claude's built-in web_search tool is more appropriate for simple queries. --- name: web-search-hub description: "Use this skill when users need to search the web for information, news, images, or videos. Triggers include: requests to \"search for\", \"find information about\", \"look up\", \"what's the latest on\", or any request requiring current web content. Also use for research tasks, fact-checking, finding visual resources, or gathering recent news. Requires OpenClawCLI installation f
Search the web using DuckDuckGo's API. Supports web pages, news articles, images, and videos with customizable filtering and output formats.
⚠️ Prerequisite: Install OpenClawCLI (Windows, MacOS) and run pip install duckduckgo-search
Installation Best Practices:
python -m venv venv && source venv/bin/activate && pip install duckduckgo-search--break-system-packages as it can damage your system's Python installation| Task | Command |
|------|---------|
| Basic web search | python scripts/search.py "query" |
| Recent news | python scripts/search.py "topic" --type news --time-range w |
| Find images | python scripts/search.py "subject" --type images |
| Find videos | python scripts/search.py "tutorial" --type videos |
| Save results | python scripts/search.py "query" --output file.txt |
| JSON output | python scripts/search.py "query" --format json |
Returns web pages with titles, URLs, and descriptions.
python scripts/search.py "quantum computing"
python scripts/search.py "python asyncio tutorial" --max-results 20
Returns articles with source, date, and summary.
python scripts/search.py "climate summit" --type news
python scripts/search.py "AI regulation" --type news --time-range d
Returns images with URLs, thumbnails, dimensions, and source.
python scripts/search.py "mountain sunset" --type images
python scripts/search.py "abstract art" --type images --image-color Blue
Returns videos with title, publisher, duration, date, and URL.
python scripts/search.py "cooking tutorial" --type videos
python scripts/search.py "documentary" --type videos --video-duration long
--max-results N # Default: 10, range: 1-unlimited
Examples:
python scripts/search.py "machine learning" --max-results 5 # Quick overview
python scripts/search.py "research topic" --max-results 30 # Comprehensive
--time-range <d|w|m|y>
# d = past day
# w = past week
# m = past month
# y = past year
Examples:
python scripts/search.py "tech news" --time-range d # Today's news
python scripts/search.py "research papers" --time-range y # Recent publications
--region <code> # Default: wt-wt (worldwide)
Common codes: us-en, uk-en, ca-en, au-en, de-de, fr-fr
Example:
python scripts/search.py "local events" --region us-en --type news
--safe-search <on|moderate|off> # Default: moderate
Example:
python scripts/search.py "medical information" --safe-search on
Clean, numbered results with URLs and descriptions.
python scripts/search.py "topic"
Output:
1. Page Title
URL: https://example.com
Description text here...
2. Next Result
URL: https://example.com/page
Description text...
Formatted with headers, bold, and links.
python scripts/search.py "topic" --format markdown
Output:
## 1. Page Title
**URL:** https://example.com
Description text here...
Structured data for programmatic processing.
python scripts/search.py "topic" --format json
Output:
[
{
"title": "Page Title",
"href": "https://example.com",
"body": "Description text..."
}
]
--output <filepath>
Examples:
python scripts/search.py "AI trends" --output results.txt
python scripts/search.py "news" --type news --format markdown --output news.md
python scripts/search.py "data" --format json --output data.json
--image-size <Small|Medium|Large|Wallpaper>
Example:
python scripts/search.py "landscape" --type images --image-size Large
--image-color <color|Monochrome|Red|Orange|Yellow|Green|Blue|Purple|Pink|Brown|Black|Gray|Teal|White>
Example:
python scripts/search.py "abstract art" --type images --image-color Blue
--image-type <photo|clipart|gif|transparent|line>
Example:
python scripts/search.py "icons" --type images --image-type transparent
--image-layout <Square|Tall|Wide>
Example:
python scripts/search.py "wallpaper" --type images --image-layout Wide
--video-duration <short|medium|long>
Example:
python scripts/search.py "recipe" --type videos --video-duration short
--video-resolution <high|standard>
Example:
python scripts/search.py "tutorial" --type videos --video-resolution high
Gather comprehensive information across multiple search types:
# Web overview
python scripts/search.py "machine learning" --max-results 15 --output ml_web.txt
# Recent news
python scripts/search.py "machine learning" --type news --time-range m --output ml_news.txt
# Tutorial videos
python scripts/search.py "machine learning tutorial" --type videos --output ml_videos.txt
# Visual examples
python scripts/search.py "machine learning diagrams" --type images --max-results 20 --output ml_images.txt
Monitor breaking news on specific topics:
python scripts/search.py "election results" --type news --time-range d --format markdown --output daily_news.md
Search for images with specific requirements:
python scripts/search.py "data visualization" --type images --image-type photo --image-size Large --max-results 30 --output viz_images.txt
Verify claims with recent sources:
python scripts/search.py "claim to verify" --time-range w --max-results 20 --output verification.txt
Gather business intelligence:
python scripts/search.py "electric vehicle market 2025" --max-results 25 --output market_overview.txt
python scripts/search.py "EV industry" --type news --time-range m --output market_news.txt
Find scholarly resources:
python scripts/search.py "quantum entanglement" --time-range y --max-results 30 --format markdown --output research.md
When users request web searches, follow this approach:
--time-range for current info)--max-results)python scripts/search.py "query" \
--type <web|news|images|videos> \
--max-results <N> \
--time-range <d|w|m|y> \
[additional filters]
# Run search
python scripts/search.py "query" [options] --output results.txt
# Read results if needed
cat results.txt
# Extract URLs or combine multiple searches
--time-range for current topics--output to preserve results"Missing required dependency"
# Standard installation
pip install duckduckgo-search
# If you get permission errors, use a virtual environment
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
pip install duckduckgo-search
Important: Never use --break-system-packages flag as it can corrupt your system's Python installation. Always use virtual environments for isolated package management.
"OpenClawCLI not found"
openclaw --version"No results found"
"Timeout errors"
"Unexpected results"
"Too many requests"
Build comprehensive research by combining search types:
# Create research folder
mkdir research
# Gather all content types
python scripts/search.py "topic" --max-results 20 --output research/web.txt
python scripts/search.py "topic" --type news --time-range m --output research/news.txt
python scripts/search.py "topic" --type images --max-results 30 --output research/images.txt
python scripts/search.py "topic" --type videos --max-results 15 --output research/videos.txt
Use JSON for automated workflows:
# Get JSON data
python scripts/search.py "research query" --format json --output data.json
# Process with custom script
python analyze_results.py data.json
Create searchable documentation:
mkdir knowledge-base
# Search related topics
python scripts/search.py "topic1" --format markdown --output knowledge-base/topic1.md
python scripts/search.py "topic2" --format markdown --output knowledge-base/topic2.md
python scripts/search.py "topic3" --format markdown --output knowledge-base/topic3.md
site:, filetype:, etc.)python scripts/search.py "<query>" [OPTIONS]
REQUIRED:
query Search query string (in quotes)
SEARCH TYPE:
-t, --type web|news|images|videos (default: web)
RESULTS:
-n, --max-results Maximum results (default: 10)
--time-range d|w|m|y (day, week, month, year)
-r, --region Region code (default: wt-wt)
--safe-search on|moderate|off (default: moderate)
OUTPUT:
-f, --format text|markdown|json (default: text)
-o, --output Save to file path
IMAGE FILTERS:
--image-size Small|Medium|Large|Wallpaper
--image-color color|Monochrome|Red|Orange|Yellow|Green|Blue|Purple|Pink|Brown|Black|Gray|Teal|White
--image-type photo|clipart|gif|transparent|line
--image-layout Square|Tall|Wide
VIDEO FILTERS:
--video-duration short|medium|long
--video-resolution high|standard
HELP:
--help Show all options and usage examples
# Simple query
python scripts/search.py "python tutorials"
# Get more results
python scripts/search.py "python tutorials" --max-results 25
# Today's news
python scripts/search.py "AI developments" --type news --time-range d
# This week's headlines
python scripts/search.py "technology" --type news --time-range w --max-results 30
# Find photos
python scripts/search.py "nature photography" --type images --image-type photo
# Specific color scheme
python scripts/search.py "office design" --type images --image-color Blue --image-size Large
# Transparent icons
python scripts/search.py "social media icons" --type images --image-type transparent
# Short tutorials
python scripts/search.py "quick recipe" --type videos --video-duration short
# High-quality documentaries
python scripts/search.py "space documentary" --type videos --video-resolution high --video-duration long
# Create research report
python scripts/search.py "climate change solutions" --max-results 30 --format markdown --output climate_report.md
# Gather news archive
python scripts/search.py "tech industry" --type news --time-range m --format json --output tech_news.json
For issues or questions:
python scripts/search.py --help for command-line helpduckduckgo-search library is installedKey Resources:
Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.
Machine interfaces
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-anisafifi-web-search-hub/snapshot"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-anisafifi-web-search-hub/contract"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-anisafifi-web-search-hub/trust"
Operational fit
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
Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.
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/clawhub-skills-anisafifi-web-search-hub/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-anisafifi-web-search-hub/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-anisafifi-web-search-hub/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-anisafifi-web-search-hub/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-anisafifi-web-search-hub/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-anisafifi-web-search-hub/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "CLAWHUB",
"generatedAt": "2026-04-17T02:50:07.892Z"
}
},
"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"
},
{
"key": "damage",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "corrupt",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "web",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "for",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:damage|supported|profile capability:corrupt|supported|profile capability:web|supported|profile capability:for|supported|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": "Openclaw",
"href": "https://github.com/openclaw/skills/tree/main/skills/anisafifi/web-search-hub",
"sourceUrl": "https://github.com/openclaw/skills/tree/main/skills/anisafifi/web-search-hub",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T00:45:39.800Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/clawhub-skills-anisafifi-web-search-hub/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-anisafifi-web-search-hub/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T00:45:39.800Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/clawhub-skills-anisafifi-web-search-hub/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-anisafifi-web-search-hub/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 web-search-hub and adjacent AI workflows.