Github ReposUpdated 6h agoRank 70
AionUi
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!
MCPOPENCLAW
Crawler Summary
crewai-research-agent answer-first brief
An autonomous AI agent built with CrewAI and Groq Llama-3 that performs deep internet research and generates structured markdown reports using Serper API. <div align="center"> 🕵️♂️ CrewAI Web Researcher 🤖 Autonomous AI Research Agent That Turns Any Topic Into a Polished Report $1 $1 $1 $1 $1 </div> --- ✨ Overview **CrewAI Web Researcher** deploys a two-agent crew to autonomously research any topic and deliver a clean, structured Markdown report — no manual digging required. | 🔍 Researcher Agent | ✍️ Writer Agent | |---|---| | Scours the web using Google Search (Ser Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Freshness
Last checked 10/9/2026
Best For
crewai-research-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
crewai-research-agent
An autonomous AI agent built with CrewAI and Groq Llama-3 that performs deep internet research and generates structured markdown reports using Serper API. <div align="center"> 🕵️♂️ CrewAI Web Researcher 🤖 Autonomous AI Research Agent That Turns Any Topic Into a Polished Report $1 $1 $1 $1 $1 </div> --- ✨ Overview **CrewAI Web Researcher** deploys a two-agent crew to autonomously research any topic and deliver a clean, structured Markdown report — no manual digging required. | 🔍 Researcher Agent | ✍️ Writer Agent | |---|---| | Scours the web using Google Search (Ser
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
Theshivaji
Artifacts
0
Benchmarks
0
Last release
Unpublished
Executive Summary
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
- 1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
- 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.
Vendor (1)
Vendor
Theshivaji
profilemedium
Compatibility (1)
Protocol compatibility
OpenClaw
contractmedium
Security (1)
Handshake status
UNKNOWN
trustmedium
Integration (1)
Crawlable docs
6 indexed pages on the official domain
search_documentmedium
Release & Crawl Timeline
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Artifacts Archive
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
5
Snippets
0
Languages
python
Executable Examples
bash
git clone https://github.com/your-username/crewai-research-agent.git cd crewai-research-agent
env
MODEL=groq/llama-3.3-70b-versatile GROQ_API_KEY=your_groq_api_key_here SERPER_API_KEY=your_serper_api_key_here
bash
uv sync
bash
uv run run_crew
text
output/ └── report.md
Docs & README
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB REPOS
Editorial quality
ready
An autonomous AI agent built with CrewAI and Groq Llama-3 that performs deep internet research and generates structured markdown reports using Serper API. <div align="center"> 🕵️♂️ CrewAI Web Researcher 🤖 Autonomous AI Research Agent That Turns Any Topic Into a Polished Report $1 $1 $1 $1 $1 </div> --- ✨ Overview **CrewAI Web Researcher** deploys a two-agent crew to autonomously research any topic and deliver a clean, structured Markdown report — no manual digging required. | 🔍 Researcher Agent | ✍️ Writer Agent | |---|---| | Scours the web using Google Search (Ser
Full README
<div align="center">
<div align="center">
🕵️♂️ CrewAI Web Researcher 🤖
Autonomous AI Research Agent That Turns Any Topic Into a Polished Report
✨ Overview
CrewAI Web Researcher deploys a two-agent crew to autonomously research any topic and deliver a clean, structured Markdown report — no manual digging required.
| 🔍 Researcher Agent | ✍️ Writer Agent | |---|---| | Scours the web using Google Search (Serper API) to gather real-time facts, data, and sources | Synthesizes findings into a polished, well-organized Markdown report |
🚀 Features
- 🧠 Autonomous Research — A dedicated Financial/Internet Researcher agent searches the web and analyzes findings on its own.
- 📝 Report Generation — A specialized writer agent compiles everything into clean, readable Markdown.
- 🌐 Serper API Integration — Real-time Google Search results power fact-finding and web scraping.
- ⚡ Groq LLM Powered — Runs on Groq's blazing-fast
llama-3.3-70b-versatilemodel.
🛠️ Tech Stack
| Component | Technology |
|---|---|
| Framework | CrewAI |
| Language Model | Groq — Llama 3.3 (70B Versatile) |
| Search Tool | Serper API (Google Search) |
| Package Manager | uv |
⚙️ Setup & Installation
1️⃣ Clone the repository
git clone https://github.com/your-username/crewai-research-agent.git
cd crewai-research-agent
2️⃣ Configure environment variables
Create a .env file in the root directory:
MODEL=groq/llama-3.3-70b-versatile
GROQ_API_KEY=your_groq_api_key_here
SERPER_API_KEY=your_serper_api_key_here
3️⃣ Install dependencies
uv sync
4️⃣ Run the crew 🚀
uv run run_crew
📂 Output
Once execution completes, your report lands here:
output/
└── report.md
A clean, ready-to-share Markdown document — no extra formatting needed.
<div align="center">
🌟 If you find this project useful, consider giving it a star!
</div>Contract & API
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
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-theshivaji-crewai-research-agent/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-theshivaji-crewai-research-agent/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-theshivaji-crewai-research-agent/trust"
Reliability & Benchmarks
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
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.
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.
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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-theshivaji-crewai-research-agent/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-theshivaji-crewai-research-agent/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-theshivaji-crewai-research-agent/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-theshivaji-crewai-research-agent/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-theshivaji-crewai-research-agent/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-theshivaji-crewai-research-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": "2026-10-10T01:18:40.743Z"
}
},
"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": "Theshivaji",
"href": "https://github.com/TheShivaji/crewai-research-agent",
"sourceUrl": "https://github.com/TheShivaji/crewai-research-agent",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T15:57:33.410Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/crewai-theshivaji-crewai-research-agent/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-theshivaji-crewai-research-agent/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T15:57:33.410Z",
"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-theshivaji-crewai-research-agent/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-theshivaji-crewai-research-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
}
]