Xpersona
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Agent DossierGITHUB OPENCLEWSafety 94/100

Xpersona Agent

tavily-search-and-fetch

Web (re)earch using Tavily APIs. Search the web, extract content from URLs, discover site maps, or get AI-synthesized research reports with citations. Use for factual search, current events, financial data, full content extraction, site map URLs, or comprehensive research reports. Topics: general, news, finance. --- name: tavily-search-and-fetch description: "Web (re)earch using Tavily APIs. Search the web, extract content from URLs, discover site maps, or get AI-synthesized research reports with citations. Use for factual search, current events, financial data, full content extraction, site map URLs, or comprehensive research reports. Topics: general, news, finance." metadata: { "openclaw": { "emoji": "🔍", "requires": { "b

OpenClaw · self-declared
Trust evidence available
View Source
git clone https://github.com/rioiart/tavily-skill.git

Overall rank

#30

Adoption

No public adoption signal

Trust

Unknown

Freshness

Apr 15, 2026

Freshness

Last checked Apr 15, 2026

Best For

tavily-search-and-fetch 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

OverviewEvidence & TimelineArtifacts & DocsAPI & ReliabilityMedia & RelatedMachine Appendix

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

Web (re)earch using Tavily APIs. Search the web, extract content from URLs, discover site maps, or get AI-synthesized research reports with citations. Use for factual search, current events, financial data, full content extraction, site map URLs, or comprehensive research reports. Topics: general, news, finance. --- name: tavily-search-and-fetch description: "Web (re)earch using Tavily APIs. Search the web, extract content from URLs, discover site maps, or get AI-synthesized research reports with citations. Use for factual search, current events, financial data, full content extraction, site map URLs, or comprehensive research reports. Topics: general, news, finance." metadata: { "openclaw": { "emoji": "🔍", "requires": { "b Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Rioiart

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

git clone https://github.com/rioiart/tavily-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 & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Rioiart

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 15, 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

Events

Release & Crawl Timeline

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredGITHUB OPENCLEW

Captured outputs

Artifacts Archive

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

scripts/tavily_search.sh "What is retrieval augmented generation?" --include-answer

bash

scripts/tavily_search.sh "AI regulation updates" --topic news --time-range week

bash

scripts/tavily_extract.sh https://example.com/article1 https://example.com/article2

bash

scripts/tavily_sitemap.sh https://docs.example.com --max-depth 2 --limit 100

bash

scripts/tavily_research.sh "Compare LangGraph vs CrewAI for multi-agent systems" --model pro

bash

# Only search specific sites
scripts/tavily_search.sh "async python" --include-domains docs.python.org,realpython.com

# Exclude unreliable sources
scripts/tavily_search.sh "health advice" --exclude-domains reddit.com,quora.com

Editorial read

Docs & README

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Web (re)earch using Tavily APIs. Search the web, extract content from URLs, discover site maps, or get AI-synthesized research reports with citations. Use for factual search, current events, financial data, full content extraction, site map URLs, or comprehensive research reports. Topics: general, news, finance. --- name: tavily-search-and-fetch description: "Web (re)earch using Tavily APIs. Search the web, extract content from URLs, discover site maps, or get AI-synthesized research reports with citations. Use for factual search, current events, financial data, full content extraction, site map URLs, or comprehensive research reports. Topics: general, news, finance." metadata: { "openclaw": { "emoji": "🔍", "requires": { "b

Full README

name: tavily-search-and-fetch description: "Web (re)earch using Tavily APIs. Search the web, extract content from URLs, discover site maps, or get AI-synthesized research reports with citations. Use for factual search, current events, financial data, full content extraction, site map URLs, or comprehensive research reports. Topics: general, news, finance." metadata: { "openclaw": { "emoji": "🔍", "requires": { "bins": ["curl", "jq"], "env": ["TAVILY_API_KEY"] }, "primaryEnv": "TAVILY_API_KEY", "install": [ { "id": "jq-brew", "kind": "brew", "formula": "jq", "bins": ["jq"], "label": "Install jq (brew)", }, ], }, }

Tavily Researcher

Web research via Tavily's LLM-optimized APIs: search, extract, sitemap, and research.

Setup

Requires TAVILY_API_KEY environment variable. Get a free key (1000 credits/month) at https://app.tavily.com

Choosing the Right Tool

| Need | Script | |------|--------| | Web search results | tavily_search.sh | | Content from specific URLs | tavily_extract.sh | | Discover URLs on a site (fast) | tavily_sitemap.sh | | AI-synthesized report with citations | tavily_research.sh |

Quick Start

Search

scripts/tavily_search.sh "What is retrieval augmented generation?" --include-answer

News Search

scripts/tavily_search.sh "AI regulation updates" --topic news --time-range week

Extract Content from URLs

scripts/tavily_extract.sh https://example.com/article1 https://example.com/article2

Discover URLs on a Site

scripts/tavily_sitemap.sh https://docs.example.com --max-depth 2 --limit 100

AI Research Report

scripts/tavily_research.sh "Compare LangGraph vs CrewAI for multi-agent systems" --model pro

Scripts

tavily_search.sh

Standard web search. Returns titles, URLs, snippets, and optional AI answer.

Key options:

  • --depth ultra-fast|fast|basic|advanced — Trade speed for relevance
  • --topic general|news|finance — Optimize for content type
  • --include-answer — Get AI-generated summary
  • --include-raw-content — Get full page content
  • --time-range day|week|month|year — Filter by recency
  • --chunks-per-source N — Chunks per source (1-5, advanced/fast)
  • --include-domains / --exclude-domains — Filter sources

tavily_extract.sh

Extract full content from specific URLs (up to 20 at once).

Key options:

  • --depth basic|advanced — Use advanced for JS-heavy pages
  • --query TEXT — Rerank chunks by relevance
  • --chunks-per-source N — Return only relevant chunks (1-5, requires --query)
  • --format markdown|text — Output format

tavily_sitemap.sh

Discover URLs on a website without extracting content. Faster than crawl — use to understand site structure first.

Key options:

  • --max-depth N — Crawl depth 1-5 (start with 1)
  • --limit N — Total URLs cap (default: 50)
  • --instructions TEXT — Focus on specific types of pages

tavily_research.sh

AI-synthesized research with citations. Takes 30-120 seconds.

Key options:

  • --model mini|pro|auto — mini for focused queries, pro for comprehensive analysis
  • --citation-format numbered|mla|apa|chicago
  • --output-schema JSON — Get structured JSON output
  • --output-file PATH — Save results to file

Cost Optimization

| Task | Recommended Approach | Credits | |------|---------------------|---------| | Quick fact check | tavily_search.sh --include-answer | 1 | | Deeper search | tavily_search.sh --depth advanced | 2 | | Full article content | tavily_extract.sh <urls> | 1 per 5 URLs | | Discover site URLs | tavily_sitemap.sh | 1 | | AI research report | tavily_research.sh | varies |

Domain-Specific Search

# Only search specific sites
scripts/tavily_search.sh "async python" --include-domains docs.python.org,realpython.com

# Exclude unreliable sources
scripts/tavily_search.sh "health advice" --exclude-domains reddit.com,quora.com

API Reference

See references/api_reference.md for full parameter documentation.

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Machine interfaces

Contract & API

Endpoints

Dossier APISnapshot APIContract APITrust API

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/rioiart-tavily-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/rioiart-tavily-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/rioiart-tavily-skill/trust"

Operational fit

Reliability & Benchmarks

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 & Related

Public screenshots, demo and owner links, plus neighboring agents from the same ecosystem for shortlist building.

Missingno-media

Visual context

Media & Demo

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

Comparison set

Related Agents

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
Agent hubMore from this sourceOpenClaw agents

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingGITHUB OPENCLEW

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/rioiart-tavily-skill/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/rioiart-tavily-skill/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/rioiart-tavily-skill/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/rioiart-tavily-skill/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/rioiart-tavily-skill/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/rioiart-tavily-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": "2026-04-17T04:47:57.215Z"
    }
  },
  "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": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Rioiart",
    "href": "https://github.com/rioiart/tavily-skill",
    "sourceUrl": "https://github.com/rioiart/tavily-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:21:22.124Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/rioiart-tavily-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/rioiart-tavily-skill/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:21:22.124Z",
    "isPublic": true
  },
  {
    "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": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/rioiart-tavily-skill/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/rioiart-tavily-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
  }
]

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