Crawler Summary

financial-news-agent answer-first brief

CrewAI multi-agent financial analysis system for Indian stock markets Financial News Agent - Multi-Agent Analysis System A CrewAI-powered financial analysis system for Indian stock markets with 3 specialized agents. Architecture Agents 1. **Stock News Analyst** - Fetches NSE gainers/losers and gathers news 2. **Market Data Specialist** - Collects indices and MCX commodity prices 3. **Senior Financial Analyst** - Synthesizes data into executive reports Setup 1. Install Dependencies 2. C Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

financial-news-agent 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

financial-news-agent

CrewAI multi-agent financial analysis system for Indian stock markets Financial News Agent - Multi-Agent Analysis System A CrewAI-powered financial analysis system for Indian stock markets with 3 specialized agents. Architecture Agents 1. **Stock News Analyst** - Fetches NSE gainers/losers and gathers news 2. **Market Data Specialist** - Collects indices and MCX commodity prices 3. **Senior Financial Analyst** - Synthesizes data into executive reports Setup 1. Install Dependencies 2. C

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

Rajachinni

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Unpublished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

Rajachinni

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

5

Snippets

0

Languages

python

Executable Examples

bash

python3 -m venv venv
source venv/bin/activate  # Windows: venv\Scripts\activate
pip install -r requirements.txt

bash

cp .env.example .env
# Edit .env and add your Gemini API key:
# GEMINI_API_KEY=your_api_key_here

bash

python financial_data.py

bash

python main.py

text

.
├── config.py           # Configuration (API keys via env vars)
├── financial_data.py   # Data fetching tools
├── main.py            # CrewAI multi-agent system
├── symbols_list.py    # NSE stock symbols
├── requirements.txt   # Dependencies
├── .env.example       # Environment template
└── .gitignore         # Git exclusions

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

CrewAI multi-agent financial analysis system for Indian stock markets Financial News Agent - Multi-Agent Analysis System A CrewAI-powered financial analysis system for Indian stock markets with 3 specialized agents. Architecture Agents 1. **Stock News Analyst** - Fetches NSE gainers/losers and gathers news 2. **Market Data Specialist** - Collects indices and MCX commodity prices 3. **Senior Financial Analyst** - Synthesizes data into executive reports Setup 1. Install Dependencies 2. C

Full README

Financial News Agent - Multi-Agent Analysis System

A CrewAI-powered financial analysis system for Indian stock markets with 3 specialized agents.

Architecture

Agents

  1. Stock News Analyst - Fetches NSE gainers/losers and gathers news
  2. Market Data Specialist - Collects indices and MCX commodity prices
  3. Senior Financial Analyst - Synthesizes data into executive reports

Setup

1. Install Dependencies

python3 -m venv venv
source venv/bin/activate  # Windows: venv\Scripts\activate
pip install -r requirements.txt

2. Configure API Key

cp .env.example .env
# Edit .env and add your Gemini API key:
# GEMINI_API_KEY=your_api_key_here

Get a free API key at: https://aistudio.google.com/app/apikey

Usage

Standalone Data Fetcher

python financial_data.py

CrewAI Multi-Agent Analysis

python main.py

Features

  • NSE Stock Analysis: Large Cap (Nifty 100) and Mid Cap (Nifty Midcap 150) gainers/losers
  • Key Indices: Nifty 50, Nifty 100, Bank Nifty, Sensex
  • MCX Commodities: Gold (24KT/22KT) and Silver prices (converted from COMEX)
  • News Integration: Fetches latest news for top movers

Data Sources

  • NSE stocks: Yahoo Finance via yfinance
  • Indices: Yahoo Finance
  • Commodities: COMEX futures converted to INR

Project Structure

.
├── config.py           # Configuration (API keys via env vars)
├── financial_data.py   # Data fetching tools
├── main.py            # CrewAI multi-agent system
├── symbols_list.py    # NSE stock symbols
├── requirements.txt   # Dependencies
├── .env.example       # Environment template
└── .gitignore         # Git exclusions

License

MIT

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-rajachinni-financial-news-agent/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-rajachinni-financial-news-agent/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-rajachinni-financial-news-agent/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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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-rajachinni-financial-news-agent/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-rajachinni-financial-news-agent/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-rajachinni-financial-news-agent/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-rajachinni-financial-news-agent/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-rajachinni-financial-news-agent/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-rajachinni-financial-news-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": "2026-10-10T04:25:28.402Z"
    }
  },
  "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": "Rajachinni",
    "href": "https://github.com/rajachinni/financial-news-agent",
    "sourceUrl": "https://github.com/rajachinni/financial-news-agent",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T21:25:49.050Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-rajachinni-financial-news-agent/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-rajachinni-financial-news-agent/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T21:25:49.050Z",
    "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-rajachinni-financial-news-agent/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-rajachinni-financial-news-agent/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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Ads related to financial-news-agent and adjacent AI workflows.