Crawler Summary

CrewAI-Agents answer-first brief

OpenClaw agent: CrewAI-Agents CrewAI Multi-Agent Systems Collection A comprehensive collection of **intelligent multi-agent systems** built with CrewAI framework, designed to automate complex workflows across different domains. Each project demonstrates the power of collaborative AI agents working together to solve real-world problems. Introduction This repository showcases three distinct **AI-powered automation systems** that leverage the CrewAI Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

CrewAI-Agents is best for crewai, multi-agent workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

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

Agent DossierGITHUB REPOSSafety: 66/100

CrewAI-Agents

OpenClaw agent: CrewAI-Agents CrewAI Multi-Agent Systems Collection A comprehensive collection of **intelligent multi-agent systems** built with CrewAI framework, designed to automate complex workflows across different domains. Each project demonstrates the power of collaborative AI agents working together to solve real-world problems. Introduction This repository showcases three distinct **AI-powered automation systems** that leverage the CrewAI

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

Onurrtosunn

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Unpublished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

  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

Onurrtosunn

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 REPOS

Extracted files

0

Examples

0

Snippets

0

Languages

python

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

OpenClaw agent: CrewAI-Agents CrewAI Multi-Agent Systems Collection A comprehensive collection of **intelligent multi-agent systems** built with CrewAI framework, designed to automate complex workflows across different domains. Each project demonstrates the power of collaborative AI agents working together to solve real-world problems. Introduction This repository showcases three distinct **AI-powered automation systems** that leverage the CrewAI

Full README

CrewAI Multi-Agent Systems Collection

A comprehensive collection of intelligent multi-agent systems built with CrewAI framework, designed to automate complex workflows across different domains. Each project demonstrates the power of collaborative AI agents working together to solve real-world problems.

Introduction

This repository showcases three distinct AI-powered automation systems that leverage the CrewAI framework to create specialized agent teams. Each project represents a complete solution for its respective domain, featuring:

  • Multi-agent collaboration with specialized roles and responsibilities
  • Automated workflow orchestration from data collection to final output
  • Production-ready implementations with comprehensive documentation
  • Configurable architectures adaptable to different use cases
  • Professional output generation in various formats (Markdown, JSON, PDF)

Whether you're interested in market research automation, financial analysis, or software development workflows, these projects provide robust foundations and practical examples of CrewAI's capabilities.


Projects Overview

1. Book Market Research Intelligence System

An advanced AI-powered research platform for comprehensive publishing industry analysis.

What it does:

  • Automates multi-agent research workflows for book market trends
  • Analyzes bestseller lists, BookTok trends, Goodreads data, and industry reports
  • Generates detailed insights on genres, authors, and market opportunities
  • Produces professional Markdown reports with forecasts and recommendations

Key Features:

  • 5 specialized research agents (Trending Books Analyst, Genre Specialist, Industry Analyst, etc.)
  • Configurable research tasks via YAML files
  • Multiple output formats and comprehensive reporting
  • Interactive and batch processing modes

Perfect for: Publishers, literary agents, market researchers, and book industry professionals


2. CryptoMarket Crew

A multi-agent crypto research assistant for intelligent investment decision-making.

🔍 What it does:

  • Discovers trending cryptocurrencies through news and social media analysis
  • Performs fundamental and technical analysis of crypto assets
  • Assesses regulatory, technical, and market risks
  • Generates investment recommendations with detailed reasoning

Key Features:

  • 4 specialized agents (News Analyst, DeFi Researcher, Risk Analyst, Portfolio Manager)
  • Real-time data integration with Serper API
  • Memory-enabled agents for context retention
  • JSON and Markdown output formats

💰 Perfect for: Crypto investors, financial advisors, portfolio managers, and blockchain researchers


3. AI Engineering Team

An intelligent CrewAI-powered engineering team that automates the complete software development lifecycle.

🔍 What it does:

  • Automates system design and architecture documentation
  • Generates production-ready Python code with best practices
  • Creates interactive web interfaces using Gradio
  • Develops comprehensive test suites with high coverage
  • Performs AI-powered code reviews and quality analysis

Key Features:

  • 5 specialized engineering agents (Lead, Backend Engineer, Frontend Engineer, Test Engineer, Code Reviewer)
  • End-to-end automation from requirements to deployment
  • Modern development practices and clean code generation
  • Interactive UI demonstrations and comprehensive testing

⚡ Perfect for: Software teams, DevOps engineers, project managers, and development automation enthusiasts


Getting Started

Each project is self-contained with its own setup instructions, dependencies, and documentation. Click on any project link above to explore detailed installation and usage guides.

Common Prerequisites

  • Python 3.9+
  • OpenAI API key (for most projects)
  • Additional API keys as specified in each project's documentation

Quick Navigation


Technology Stack

  • Framework: CrewAI for multi-agent orchestration
  • Language: Python 3.9+
  • AI Models: OpenAI GPT-4, GPT-4o-mini (configurable)
  • Data Sources: Various APIs (Serper, financial data, web scraping)
  • Output Formats: Markdown, JSON, HTML, PDF
  • UI Framework: Gradio (for interactive interfaces)
  • Testing: pytest with coverage reporting

Contract & API

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

MissingGITHUB REPOS

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://www.xpersona.co/api/v1/agents/crewai-onurrtosunn-crewai-agents/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-onurrtosunn-crewai-agents/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-onurrtosunn-crewai-agents/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
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MCPOPENCLAW
Github ReposUpdated 6mo agoRank 70

activepieces

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

OPENCLAW
Github ReposUpdated 6mo agoRank 70

cherry-studio

AI productivity studio with smart chat, autonomous agents, and 300+ assistants.

MCPOPENCLAW
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CopilotKit

The Frontend for Agents & Generative UI. React + Angular

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://www.xpersona.co/api/v1/agents/crewai-onurrtosunn-crewai-agents/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-onurrtosunn-crewai-agents/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-onurrtosunn-crewai-agents/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-onurrtosunn-crewai-agents/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-onurrtosunn-crewai-agents/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-onurrtosunn-crewai-agents/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-09T21:17:23.677Z"
    }
  },
  "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": "crewai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "multi-agent",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|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": "Onurrtosunn",
    "href": "https://github.com/onurrtosunn/CrewAI-Agents",
    "sourceUrl": "https://github.com/onurrtosunn/CrewAI-Agents",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T05:06:58.579Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-onurrtosunn-crewai-agents/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-onurrtosunn-crewai-agents/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T05:06:58.579Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-onurrtosunn-crewai-agents/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-onurrtosunn-crewai-agents/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 CrewAI-Agents and adjacent AI workflows.