AionUi
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Crawler Summary
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
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
Public facts
4
Change events
1
Artifacts
0
Freshness
Oct 9, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Oct 9, 2026
Vendor
Rajachinni
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Setup snapshot
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.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Rajachinni
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
5
Snippets
0
Languages
python
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
Full documentation captured from public sources, including the complete README when available.
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
A CrewAI-powered financial analysis system for Indian stock markets with 3 specialized agents.
python3 -m venv venv
source venv/bin/activate # Windows: venv\Scripts\activate
pip install -r requirements.txt
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
python financial_data.py
python main.py
.
├── 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
MIT
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
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"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
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
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
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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
}
]Sponsored
Ads related to financial-news-agent and adjacent AI workflows.