Xpersona

Crawler Summary

Stock-Agent-Streamlit-App answer-first brief

Built an interactive stock analysis application using Streamlit that integrates a CrewAI multi-agent system for advanced insights. The app uses Yahoo Finance for real-time stock data and leverages Prophet for time series forecasting, providing users with a comprehensive tool for financial analysis, including recommendations. CrewAI Stock Market Analyst **Advanced AI Financial Analysis:** End-to-end stock market forecasting and analysis with multi-agent collaboration. This project is a sophisticated financial analysis application built on the **CrewAI framework**, providing an end-to-end pipeline for automated stock market analysis. It leverages a team of specialized AI agents—a **researcher**, a **financial analyst**, and a **reporting a Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

Stock-Agent-Streamlit-App 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

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGITHUB REPOSSafety: 66/100

Stock-Agent-Streamlit-App

Built an interactive stock analysis application using Streamlit that integrates a CrewAI multi-agent system for advanced insights. The app uses Yahoo Finance for real-time stock data and leverages Prophet for time series forecasting, providing users with a comprehensive tool for financial analysis, including recommendations. CrewAI Stock Market Analyst **Advanced AI Financial Analysis:** End-to-end stock market forecasting and analysis with multi-agent collaboration. This project is a sophisticated financial analysis application built on the **CrewAI framework**, providing an end-to-end pipeline for automated stock market analysis. It leverages a team of specialized AI agents—a **researcher**, a **financial analyst**, and a **reporting a

OpenClawself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals1 GitHub stars

Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/25/2026.

1 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Muratti18462

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. 1 GitHub stars reported by the source. Last updated 2/25/2026.

View Source

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

Muratti18462

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Feb 25, 2026Source linkProvenance
Adoption (1)

Adoption signal

1 GitHub stars

profilemedium
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

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 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

Built an interactive stock analysis application using Streamlit that integrates a CrewAI multi-agent system for advanced insights. The app uses Yahoo Finance for real-time stock data and leverages Prophet for time series forecasting, providing users with a comprehensive tool for financial analysis, including recommendations. CrewAI Stock Market Analyst **Advanced AI Financial Analysis:** End-to-end stock market forecasting and analysis with multi-agent collaboration. This project is a sophisticated financial analysis application built on the **CrewAI framework**, providing an end-to-end pipeline for automated stock market analysis. It leverages a team of specialized AI agents—a **researcher**, a **financial analyst**, and a **reporting a

Full README

CrewAI Stock Market Analyst

ezgif com-animated-gif-maker

Advanced AI Financial Analysis: End-to-end stock market forecasting and analysis with multi-agent collaboration.

This project is a sophisticated financial analysis application built on the CrewAI framework, providing an end-to-end pipeline for automated stock market analysis.
It leverages a team of specialized AI agents—a researcher, a financial analyst, and a reporting analyst—to generate comprehensive, real-time stock market reports.

The system is designed to provide actionable insights by integrating up-to-the-minute market data with advanced predictive modeling and presents the results in an interactive web application.

Simply provide a stock ticker and a forecast period, and the crew will deliver a detailed financial report, complete with:

  • An executive summary
  • A model-based forecast analysis
  • Investor recommendations

Key Features

  • Multi-Agent Collaboration: A crew of three distinct agents works together to perform a complete analysis.
  • Real-time Data Integration: Uses the SerperDevTool and a custom StockDataTool to gather the latest news, analyst ratings, and competitor information from sources like Yahoo Finance.
  • Predictive Modeling: The Financial Analyst agent utilizes a custom ProphetForecastTool to generate future price predictions and confidence intervals.
  • Comprehensive Reporting: The final output is a well-structured, easy-to-read financial report in Markdown format.
  • Interactive Web Interface: A user-friendly Streamlit application allows for easy input and a clean, organized display of the final report.

How It Works

The project follows a sequential process, with each agent performing a specialized task:

  1. Researcher Agent

    • Gathers raw, up-to-the-minute information on the specified stock.
    • Searches the web for recent news, major announcements, and analyst ratings.
    • Provides a qualitative foundation for the report.

  2. Financial Analyst Agent

    • Takes raw data from the researcher.
    • Uses the Prophet model to perform quantitative analysis.
    • Forecasts future price trends and provides data points like yhat, yhat_lower, and yhat_upper.

  3. Reporting Analyst Agent

    • Synthesizes all information from the previous agents.
    • Compiles qualitative research and quantitative predictions into a professional financial report.

Technologies Used

  • CrewAI: Framework for orchestrating the multi-agent system.
  • Streamlit: For building the interactive web interface.
  • Yahoo Finance: Source for real-time and historical stock data.
  • CrewAI Tools: SerperDevTool for web search.
  • Python Libraries:
    • yfinance for stock data
    • prophet for time-series forecasting
    • pandas for data manipulation

📂 Project Structure

Tree View

├── crew/
│   ├── __init__.py
│   ├── config/
│   │   ├── agents.yaml           # Agent roles and backstories
│   │   └── tasks.yaml            # Task descriptions and expected outputs
│   ├── crew.py                   # Defines the main Crew and its agents/tasks
│   └── tools.py                  # Contains the custom tools (StockDataTool, ProphetForecastTool)
├── main.py                       # Main script to run the crew
├── README.md                     # This file
├── requirements.txt              # List of project dependencies
└── .env                          # Environment variables (API keys)



### Prerequisites
- Python **3.9+**  
- A **SerperDev API key**

Contract & API

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

MissingGITHUB REPOS

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/crewai-muratti18462-stock-agent-streamlit-app/snapshot"
curl -s "https://xpersona.co/api/v1/agents/crewai-muratti18462-stock-agent-streamlit-app/contract"
curl -s "https://xpersona.co/api/v1/agents/crewai-muratti18462-stock-agent-streamlit-app/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
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 5d 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

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/crewai-muratti18462-stock-agent-streamlit-app/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/crewai-muratti18462-stock-agent-streamlit-app/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/crewai-muratti18462-stock-agent-streamlit-app/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-muratti18462-stock-agent-streamlit-app/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-muratti18462-stock-agent-streamlit-app/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/crewai-muratti18462-stock-agent-streamlit-app/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-04-17T00:07:01.342Z"
    }
  },
  "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": "Muratti18462",
    "href": "https://github.com/muratti18462/Stock-Agent-Streamlit-App",
    "sourceUrl": "https://github.com/muratti18462/Stock-Agent-Streamlit-App",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T05:06:57.975Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/crewai-muratti18462-stock-agent-streamlit-app/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-muratti18462-stock-agent-streamlit-app/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T05:06:57.975Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/muratti18462/Stock-Agent-Streamlit-App",
    "sourceUrl": "https://github.com/muratti18462/Stock-Agent-Streamlit-App",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T05:06:57.975Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/crewai-muratti18462-stock-agent-streamlit-app/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/crewai-muratti18462-stock-agent-streamlit-app/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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