activepieces
AI Agents & MCPs & AI Workflow Automation β’ (~400 MCP servers for AI agents) β’ AI Automation / AI Agent with MCPs β’ AI Workflows & AI Agents β’ MCPs for AI Agents
Xpersona Agent
AI-powered research pipeline leveraging CrewAI agents to automate topic research, article generation, and proofreading with reliable sources. Agentic AI Research Project An **agentic AI system** that automates the research workflow using multiple specialized agents. This project leverages **CrewAI** to coordinate AI agents that research, write, and proofread insightful articles with relevant sources. --- π Features - **Research Agent** β Finds the latest trends, pros & cons, opportunities, and risks on a given topic. - **Writer Agent** β Drafts a structur
Overall rank
#18
Adoption
No public adoption signal
Trust
Unknown
Freshness
Feb 25, 2026
Freshness
Last checked Feb 25, 2026
Best For
agentic_ai_research_project 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
Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.
Overview
AI-powered research pipeline leveraging CrewAI agents to automate topic research, article generation, and proofreading with reliable sources. Agentic AI Research Project An **agentic AI system** that automates the research workflow using multiple specialized agents. This project leverages **CrewAI** to coordinate AI agents that research, write, and proofread insightful articles with relevant sources. --- π Features - **Research Agent** β Finds the latest trends, pros & cons, opportunities, and risks on a given topic. - **Writer Agent** β Drafts a structur Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Feb 25, 2026
Vendor
Siddharthbhimpure
Artifacts
0
Benchmarks
0
Last release
Unpublished
Install & run
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.
Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.
Public facts
Vendor
Siddharthbhimpure
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.
Captured outputs
Extracted files
0
Examples
0
Snippets
0
Languages
python
Editorial read
Docs source
GITHUB REPOS
Editorial quality
ready
AI-powered research pipeline leveraging CrewAI agents to automate topic research, article generation, and proofreading with reliable sources. Agentic AI Research Project An **agentic AI system** that automates the research workflow using multiple specialized agents. This project leverages **CrewAI** to coordinate AI agents that research, write, and proofread insightful articles with relevant sources. --- π Features - **Research Agent** β Finds the latest trends, pros & cons, opportunities, and risks on a given topic. - **Writer Agent** β Drafts a structur
An agentic AI system that automates the research workflow using multiple specialized agents.
This project leverages CrewAI to coordinate AI agents that research, write, and proofread insightful articles with relevant sources.
newsletter.md.git clone https://github.com/yourusername/agentic_ai_research_project.git cd agentic_ai_research_project
pipenv install pipenv shell
Create a .env file and add your API keys. GOOGLE_API_KEY=your_api_key SERPAPI_KEY=your_serpapi_key
python crew.py --topic "Artificial Intelligence in Healthcare"
Siddharth Bhimpure
Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.
Machine interfaces
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-siddharthbhimpure-agentic-ai-research-project/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/trust"
Operational fit
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
Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.
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-siddharthbhimpure-agentic-ai-research-project/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_REPOS",
"generatedAt": "2026-10-09T03:34:17.829Z"
}
},
"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",
"label": "Vendor",
"value": "Siddharthbhimpure",
"category": "vendor",
"href": "https://github.com/SiddharthBhimpure/agentic_ai_research_project",
"sourceUrl": "https://github.com/SiddharthBhimpure/agentic_ai_research_project",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T05:21:22.124Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "protocols",
"label": "Protocol compatibility",
"value": "OpenClaw",
"category": "compatibility",
"href": "https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T05:21:22.124Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "docs_crawl",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"category": "integration",
"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,
"metadata": {}
},
{
"factKey": "handshake_status",
"label": "Handshake status",
"value": "UNKNOWN",
"category": "security",
"href": "https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true,
"metadata": {}
}
]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,
"metadata": {}
}
]Sponsored
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