Crawler Summary

crewai-runner answer-first brief

A CrewAI Runner for Scaffolding out various scenarios CrewAI Runner A full-stack application for managing and executing CrewAI workflows with a modern web interface. πŸš€ Quick Start Using Docker (Recommended) Access the application: - **Frontend**: http://localhost - **API Documentation**: http://localhost/api/docs - **Health Check**: http://localhost:8000/health Local Development See $1 for detailed deployment instructions. πŸ“ Project Structure 🎯 Features Backend API - Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

crewai-runner 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-runner

A CrewAI Runner for Scaffolding out various scenarios CrewAI Runner A full-stack application for managing and executing CrewAI workflows with a modern web interface. πŸš€ Quick Start Using Docker (Recommended) Access the application: - **Frontend**: http://localhost - **API Documentation**: http://localhost/api/docs - **Health Check**: http://localhost:8000/health Local Development See $1 for detailed deployment instructions. πŸ“ Project Structure 🎯 Features Backend API -

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Oct 9, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Oct 9, 2026

Vendor

Zloeber

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Unpublished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 10/9/2026.

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

Zloeber

profilemedium
Observed Oct 9, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Oct 9, 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

6

Snippets

0

Languages

python

Executable Examples

bash

# Clone the repository
git clone https://github.com/zloeber/crewai-runner.git
cd crewai-runner

# Configure environment
cp .env.example .env
# Edit .env and set your API_KEY

# Start all services
docker-compose up -d

text

crewai-runner/
β”œβ”€β”€ api/                    # FastAPI Backend
β”‚   β”œβ”€β”€ routers/           # API route handlers
β”‚   β”œβ”€β”€ main.py            # FastAPI application
β”‚   β”œβ”€β”€ models.py          # Pydantic models
β”‚   β”œβ”€β”€ config.py          # Configuration
β”‚   β”œβ”€β”€ auth.py            # Authentication
β”‚   β”œβ”€β”€ requirements.txt   # Python dependencies
β”‚   β”œβ”€β”€ Dockerfile         # Backend Docker image
β”‚   └── README.md          # API documentation
β”œβ”€β”€ frontend/              # React/Vite Frontend
β”‚   β”œβ”€β”€ src/              # React components
β”‚   β”œβ”€β”€ Dockerfile        # Frontend Docker image
β”‚   β”œβ”€β”€ nginx.conf        # Nginx configuration
β”‚   └── package.json      # Node.js dependencies
β”œβ”€β”€ docker-compose.yml    # Docker orchestration
β”œβ”€β”€ DEPLOYMENT.md         # Deployment guide
└── README.md             # This file

bash

curl -H "Authorization: Bearer your-api-key" \

bash

curl -H "Authorization: Bearer your-api-key" \
  http://localhost:8000/api/providers

env

API_KEY=your-secure-api-key-here

bash

cd api
pip install -r requirements.txt
uvicorn main:app --reload --port 8000

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

A CrewAI Runner for Scaffolding out various scenarios CrewAI Runner A full-stack application for managing and executing CrewAI workflows with a modern web interface. πŸš€ Quick Start Using Docker (Recommended) Access the application: - **Frontend**: http://localhost - **API Documentation**: http://localhost/api/docs - **Health Check**: http://localhost:8000/health Local Development See $1 for detailed deployment instructions. πŸ“ Project Structure 🎯 Features Backend API -

Full README

CrewAI Runner

A full-stack application for managing and executing CrewAI workflows with a modern web interface.

πŸš€ Quick Start

Using Docker (Recommended)

# Clone the repository
git clone https://github.com/zloeber/crewai-runner.git
cd crewai-runner

# Configure environment
cp .env.example .env
# Edit .env and set your API_KEY

# Start all services
docker-compose up -d

Access the application:

  • Frontend: http://localhost
  • API Documentation: http://localhost/api/docs
  • Health Check: http://localhost:8000/health

Local Development

See DEPLOYMENT.md for detailed deployment instructions.

πŸ“ Project Structure

crewai-runner/
β”œβ”€β”€ api/                    # FastAPI Backend
β”‚   β”œβ”€β”€ routers/           # API route handlers
β”‚   β”œβ”€β”€ main.py            # FastAPI application
β”‚   β”œβ”€β”€ models.py          # Pydantic models
β”‚   β”œβ”€β”€ config.py          # Configuration
β”‚   β”œβ”€β”€ auth.py            # Authentication
β”‚   β”œβ”€β”€ requirements.txt   # Python dependencies
β”‚   β”œβ”€β”€ Dockerfile         # Backend Docker image
β”‚   └── README.md          # API documentation
β”œβ”€β”€ frontend/              # React/Vite Frontend
β”‚   β”œβ”€β”€ src/              # React components
β”‚   β”œβ”€β”€ Dockerfile        # Frontend Docker image
β”‚   β”œβ”€β”€ nginx.conf        # Nginx configuration
β”‚   └── package.json      # Node.js dependencies
β”œβ”€β”€ docker-compose.yml    # Docker orchestration
β”œβ”€β”€ DEPLOYMENT.md         # Deployment guide
└── README.md             # This file

🎯 Features

Backend API

  • βœ… Provider Management: Configure AI model providers (OpenAI, Anthropic, Ollama, etc.)
  • βœ… Model Management: Register and manage AI models
  • βœ… Workflow Execution: Start, stop, and monitor CrewAI workflows
  • βœ… Chat Interface: Send messages to running workflows
  • βœ… YAML Validation: Validate workflow definitions
  • βœ… API Authentication: Bearer token authentication
  • βœ… Auto-generated Docs: OpenAPI/Swagger documentation

Frontend

  • 🎨 Modern React UI with TypeScript
  • πŸ“± Responsive design with TailwindCSS
  • πŸ”§ Built with Vite for fast development
  • βš™οΈ Configuration Menu - Runtime endpoint and authentication management
  • πŸ”Œ Connection Monitoring - Real-time API connectivity status
  • πŸ” Dynamic Authentication - Bearer token management with localStorage persistence

πŸ”Œ API Endpoints

Providers

  • GET /api/providers - List all providers
  • POST /api/providers - Add a new provider

Models

  • GET /api/models - List all models
  • POST /api/models - Add a new model

Workflows

  • POST /api/workflows/start - Start a workflow
  • POST /api/workflows/stop - Stop a workflow
  • GET /api/workflows/{id}/status - Get workflow status

Chat

  • POST /api/chat - Send message to workflow

YAML

  • POST /api/yaml/validate - Validate YAML workflow

See api/API_SCHEMA.md for detailed API documentation.

πŸ”’ Authentication

All API endpoints require authentication using a Bearer token:

curl -H "Authorization: Bearer your-api-key" \
  http://localhost:8000/api/providers

Configure the API key in your .env file:

API_KEY=your-secure-api-key-here

πŸ› οΈ Development

Backend Development

cd api
pip install -r requirements.txt
uvicorn main:app --reload --port 8000

Frontend Development

cd frontend
pnpm install
pnpm dev

Verification

Run the verification script to check the structure:

./verify_structure.sh

πŸ“š Documentation

🐳 Docker

The application is fully containerized with Docker:

  • Backend: Python 3.12 with FastAPI
  • Frontend: Node 20 build β†’ Nginx serve
  • Networking: Bridge network for service communication
  • Health Checks: Automatic service health monitoring

Docker Commands

# Start services
docker-compose up -d

# View logs
docker-compose logs -f

# Stop services
docker-compose down

# Rebuild
docker-compose up -d --build

πŸ§ͺ Testing

API Structure Verification

cd api
python3 minimal_test.py

Endpoint Verification

./verify_structure.sh

πŸ”„ Architecture

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚   Frontend      β”‚  React/Vite Application
β”‚   (Port 80)     β”‚  Static files + API proxy
β””β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜
         β”‚
         β”‚ Nginx Proxy (/api β†’ backend)
         β”‚
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚   Backend       β”‚  FastAPI Application
β”‚   (Port 8000)   β”‚  CrewAI Integration
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

πŸ“ Environment Variables

Backend

API_KEY=your-api-key-here
API_BASE_URL=/api
API_HOST=0.0.0.0
API_PORT=8000
API_RELOAD=false

Frontend

CREWAI_RUNNER_API_HOST=http://localhost:8000/api
CREWAI_API_TOKEN=your-api-token-here

The frontend supports the following configuration:

  • CREWAI_RUNNER_API_HOST: The API endpoint to connect to. This allows you to:

    • Point the frontend to a different backend server
    • Configure different API URLs for development vs production
    • Deploy the frontend separately from the backend
  • CREWAI_API_TOKEN (Optional): Bearer token for API authentication. Can be set:

    • As an environment variable during build time
    • Via the Configuration Menu at runtime (stored in localStorage)
    • Left blank if your API doesn't require authentication

Configuration Menu Features: The frontend includes a comprehensive configuration interface that allows runtime management of:

  • πŸ”— API Endpoint: Change the target server URL without rebuilding
  • πŸ” Authentication Token: Set and validate Bearer tokens with real-time testing
  • πŸ“Š Connection Status: Live monitoring with latency metrics and error reporting
  • πŸ’Ύ Persistent Storage: Settings are saved to localStorage and persist across sessions

For Docker deployments, set these in your .env file and the build process will use them automatically.

See api/.env.example for more details.

🀝 Contributing

  1. Fork the repository
  2. Create a feature branch
  3. Make your changes
  4. Test thoroughly
  5. Submit a pull request

πŸ“„ License

See LICENSE file for details.

πŸ†˜ Support

πŸŽ‰ Credits

Built with:

  • FastAPI - Modern Python web framework
  • CrewAI - Multi-agent AI framework
  • React - Frontend library
  • Vite - Build tool
  • Docker - Containerization

Made with ❀️ for the CrewAI community

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-zloeber-crewai-runner/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-zloeber-crewai-runner/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-zloeber-crewai-runner/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.

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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-zloeber-crewai-runner/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-zloeber-crewai-runner/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-zloeber-crewai-runner/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-zloeber-crewai-runner/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-zloeber-crewai-runner/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-zloeber-crewai-runner/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-10T01:53:07.860Z"
    }
  },
  "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": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Zloeber",
    "href": "https://github.com/zloeber/crewai-runner",
    "sourceUrl": "https://github.com/zloeber/crewai-runner",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T23:24:37.222Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-zloeber-crewai-runner/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-zloeber-crewai-runner/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T23:24:37.222Z",
    "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://www.xpersona.co/api/v1/agents/crewai-zloeber-crewai-runner/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-zloeber-crewai-runner/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub Β· 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-runner and adjacent AI workflows.