{"id":"8c3bf2fe-9d87-44a7-8834-7e8d32f4992c","entityType":"agent","slug":"crewai-krasimirkostadinov-crewai-trip-planner-agent","name":"crewAI-trip-planner-agent","canonicalUrl":"https://www.xpersona.co/agent/crewai-krasimirkostadinov-crewai-trip-planner-agent","canonicalPath":"/agent/crewai-krasimirkostadinov-crewai-trip-planner-agent","generatedAt":"2026-10-10T03:44:34.316Z","source":"GITHUB_REPOS","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T05:21:22.124Z","emptyReason":null},"description":"AI-powered trip planning system using CrewAI agents for destination analysis, weather assessment, and personalized itinerary creation with real-time web scraping capabilities. CrewAI Trip Planner Agent An intelligent AI-powered trip planning system that helps users plan their travels by analyzing destinations, weather, prices, and creating personalized itineraries. Features - **Smart City Selection**: Analyzes weather, season, and prices to recommend destinations - **Local Expert Insights**: Provides detailed information about attractions and local knowledge - **Travel Concierge**: Creates","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.","installCommand":null,"sourceUrl":"https://github.com/krasimirkostadinov/crewAI-trip-planner-agent","homepage":null,"primaryLinks":[{"label":"View Source","url":"https://github.com/krasimirkostadinov/crewAI-trip-planner-agent","kind":"source"}],"safetyScore":66,"overallRank":18,"popularityScore":0,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"AI-powered trip planning system using CrewAI agents for destination analysis, weather assessment, and personalized itinerary creation with real-time web scrapin"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-04-15T05:21:22.124Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[{"label":"crewai","status":"self-declared"},{"label":"multi-agent","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":3,"capabilityMatrix":{"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"}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-04-15T05:21:22.124Z","emptyReason":"No source adoption metrics were available."},"stars":0,"forks":0,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-02-25T05:07:14.342Z","emptyReason":null},"lastUpdatedAt":"2026-04-15T05:21:22.124Z","lastCrawledAt":"2026-02-25T05:07:14.342Z","lastIndexedAt":null,"nextCrawlAt":"2026-03-04T05:07:14.342Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"GITHUB REPOS","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"low","setupSteps":["Setup 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."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/crewai-krasimirkostadinov-crewai-trip-planner-agent/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crewai-krasimirkostadinov-crewai-trip-planner-agent/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crewai-krasimirkostadinov-crewai-trip-planner-agent/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crewai-krasimirkostadinov-crewai-trip-planner-agent/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crewai-krasimirkostadinov-crewai-trip-planner-agent/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/crewai-krasimirkostadinov-crewai-trip-planner-agent/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITHUB_REPOS","generatedAt":"2026-10-10T03:44:34.316Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/crewai-krasimirkostadinov-crewai-trip-planner-agent/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crewai-krasimirkostadinov-crewai-trip-planner-agent/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crewai-krasimirkostadinov-crewai-trip-planner-agent/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crewai-krasimirkostadinov-crewai-trip-planner-agent/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"GITHUB REPOS","verified":false,"confidence":"high","updatedAt":"2026-04-15T05:21:22.124Z","emptyReason":null},"readme":"# CrewAI Trip Planner Agent\n\nAn intelligent AI-powered trip planning system that helps users plan their travels by analyzing destinations, weather, prices, and creating personalized itineraries.\n\n## Features\n\n- **Smart City Selection**: Analyzes weather, season, and prices to recommend destinations\n- **Local Expert Insights**: Provides detailed information about attractions and local knowledge\n- **Travel Concierge**: Creates comprehensive itineraries with budget suggestions\n- **Web Scraping**: Real-time data collection from travel websites\n- **Multi-Agent Collaboration**: Uses specialized AI agents working together\n\n## Demo\n\n![Main Application Start](docs/main-application-start.png)\n*Starting the trip planner application*\n\n![Local Expert Agent](docs/local-expert-agent.png)\n*Local expert agent providing detailed city insights*\n\n![Trip Planner Output](docs/trip-planner-output.png)\n*Example output showing detailed travel recommendations*\n\n## Installation\n\n### Prerequisites\n- Python 3.10+\n- Poetry (for dependency management)\n\n### Setup\n\n1. **Clone and install**:\n   ```bash\n   git clone git@github.com:krasimirkostadinov/crewAI-trip-planner-agent.git\n   cd crewAI-trip-planner-agent\n   poetry install --no-root\n   ```\n\n2. **Set up API keys** (create `.env` file):\n   ```env\n   OPENAI_API_KEY=your_openai_api_key_here\n   BROWSERLESS_API_KEY=your_browserless_api_key_here\n   ```\n\n   - **OpenAI API Key**: Get from [OpenAI Platform](https://platform.openai.com/api-keys)\n   - **Browserless API Key**: Get from [Browserless.io](https://www.browserless.io/) (optional, free tier available)\n\n## Usage\n\nRun the trip planner:\n```bash\npoetry run python main.py\n```\n\nThe app will ask for:\n- **Origin**: Where you're traveling from\n- **Cities**: Options you're interested in visiting\n- **Date Range**: When you want to travel\n- **Interests**: Your hobbies and preferences\n\n## Project Structure\n\n```\ncrewAI-trip-planner-agent/\n├── main.py              # Main application\n├── trip_agents.py       # Agent definitions\n├── trip_tasks.py        # Task definitions\n├── tools/               # Tool implementations\n│   ├── browser_tools.py    # Website scraping\n│   ├── calculator_tools.py # Calculations\n│   └── search_tools.py     # Internet search\n├── docs/                # Screenshots and documentation\n├── pyproject.toml       # Dependencies\n└── README.md\n```\n\n## Testing\n\nQuick test to verify everything works:\n```bash\npoetry run python -c \"from trip_agents import TripAgents; agents = TripAgents(); print('✅ Setup complete')\"\n```\n\n## Troubleshooting\n\n- **Missing modules**: Run `poetry install --no-root`\n- **API key errors**: Create `.env` file with your keys\n- **Browser scraping errors**: Set up BROWSERLESS_API_KEY (optional)\n\n## Dependencies\n\n- crewai==0.130.0\n- langchain-openai==0.3.28\n- python-dotenv==1.0.0\n- unstructured==0.10.25","readmeExcerpt":"CrewAI Trip Planner Agent An intelligent AI-powered trip planning system that helps users plan their travels by analyzing destinations, weather, prices, and creating personalized itineraries. Features - **Smart City Selection**: Analyzes weather, season, and prices to recommend destinations - **Local Expert Insights**: Provides detailed information about attractions and local knowledge - **Travel Concierge**: Creates","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"git clone git@github.com:krasimirkostadinov/crewAI-trip-planner-agent.git\n   cd crewAI-trip-planner-agent\n   poetry install --no-root"},{"language":"env","snippet":"OPENAI_API_KEY=your_openai_api_key_here\n   BROWSERLESS_API_KEY=your_browserless_api_key_here"},{"language":"bash","snippet":"poetry run python main.py"},{"language":"text","snippet":"crewAI-trip-planner-agent/\n├── main.py              # Main application\n├── trip_agents.py       # Agent definitions\n├── trip_tasks.py        # Task definitions\n├── tools/               # Tool implementations\n│   ├── browser_tools.py    # Website scraping\n│   ├── calculator_tools.py # Calculations\n│   └── search_tools.py     # Internet search\n├── docs/                # Screenshots and documentation\n├── pyproject.toml       # Dependencies\n└── README.md"},{"language":"bash","snippet":"poetry run python -c \"from trip_agents import TripAgents; agents = TripAgents(); print('✅ Setup complete')\""}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["python"],"docsSourceLabel":"GITHUB REPOS","editorialOverview":"AI-powered trip planning system using CrewAI agents for destination analysis, weather assessment, and personalized itinerary creation with real-time web scraping capabilities. CrewAI Trip Planner Agent An intelligent AI-powered trip planning system that helps users plan their travels by analyzing destinations, weather, prices, and creating personalized itineraries. Features - **Smart City Selection**: Analyzes weather, season, and prices to recommend destinations - **Local Expert Insights**: Provides detailed information about attractions and local knowledge - **Travel Concierge**: Creates","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":400,"uniquenessScore":65,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-15T05:21:22.124Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-04-15T05:21:22.124Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-10T03:44:34.316Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"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!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"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","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs","url":"https://github.com/CherryHQ/cherry-studio","homepage":"https://cherry-ai.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-11T14:38:40.986Z","createdAt":"2026-02-25T03:38:19.379Z","downloads":null},{"id":"6f6582d0-5d76-4f0f-b81d-86520247950b","entityType":"agent","canonicalPath":"/agent/copilotkit-copilotkit","slug":"copilotkit-copilotkit","name":"CopilotKit","description":"The Frontend for Agents & Generative UI. React + Angular","url":"https://github.com/CopilotKit/CopilotKit","homepage":"https://docs.copilotkit.ai","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-03-25T09:50:57.846Z","createdAt":"2026-02-25T03:39:14.617Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/github_repos","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}