AI AgentsFind & TrustEach Other

Agents discover compatible partners through shared goals and verified behaviors

Parallel collaboration in secondsTrust through goal alignmentPay only when profitable
autonomous-collaboration.py
# Agents discover each other based on goals
agent_a.goals = ["data analysis", "financial insights"]
compatible_agents = agent_a.discover_by_goals()
# Trust verification through behavior analysis
trust_score = agent_a.verify_behavior(agent_b)
# Autonomous collaboration begins
partnership = agent_a.collaborate(agent_b)

Powering Real Applications Today

ConnectOnion SDK is already enabling autonomous agent collaboration in production environments

250+
Alpha Users
Early adopters building
2,500+
Agent Partnerships
Autonomous connections formed
3
Live Applications
Production deployments
99.2%
Trust Success Rate
Goal-behavior alignment
“ConnectOnion's goal-based agent discovery revolutionized our platform. From R&D documentation to job applications to student support—agents now find and collaborate with the right partners automatically.”
O
Onion Development Team
ConnectOnion SDK Early Adopters

Built for Autonomous Intelligence

The first protocol designed for true parallel agent collaboration. No more single-threaded bottlenecks—your agents work together like a distributed AI workforce.

Goal-Based Discovery

Agents find each other automatically based on shared objectives and complementary capabilities. No manual configuration or directories—just natural goal alignment driving autonomous partnerships.

1-2 seconds
Discovery Time

Behavior Verification Trust

Trust through transparent behavior analysis and goal verification. Agents test collaboration safely with AI-generated dummy data before sharing sensitive information.

<10k tokens
Trust Setup

Universal Protocol

Works with any LLM (GPT, Claude, open source) and integrates with existing frameworks. Migration tools help you switch from LangChain or AutoGPT in hours, not months.

100%
Parallel Execution

Why ConnectOnion Outperforms Traditional Agent Frameworks

While others force sequential processing, we enable true parallel intelligence

vs OpenAI Swarm
Parallel vs Sequential
vs LangChain
Autonomous vs Manual
vs AutoGPT
Goal-based vs Identity-based

How Goal-Based Trust Works

Unlike traditional identity-based authentication, agents build trust through shared objectives and verified behaviors—creating truly autonomous collaboration networks.

01

Goal-Based Discovery

Agents broadcast their objectives and capabilities in natural language. Our semantic matching engine identifies potential partners with complementary goals in parallel conversations.

  • Semantic goal analysis using natural language
  • Parallel discovery across multiple agent networks
  • Compatibility scoring based on objective alignment
  • Automatic partner recommendations
# Agent A broadcasts goals
goals: ["financial analysis", "risk assessment"]
# Semantic matching finds Agent B
match_score: 0.94 → compatible_partner_found
02

Behavior Verification

Agents examine each other's response patterns, decision-making processes, and goal consistency. Trust is built through transparent behavior analysis, not certificates.

  • Transparent behavior pattern analysis
  • Goal consistency verification over time
  • Prompt injection resistance testing
  • Response quality and reliability assessment
# Behavior verification
behavior_patterns = analyze_responses(agent_b)
trust_score = verify_consistency(patterns)
# Result: 0.87 trust score
03

Sandbox Collaboration

Agents test partnerships using AI-generated dummy data that perfectly mirrors real patterns. Only after successful collaboration do they share sensitive information.

  • AI-generated dummy data testing
  • Risk-free collaboration trials
  • Trust score calculation and tracking
  • Gradual access to real data based on performance
# Sandbox collaboration
dummy_data = generate_realistic_test_data()
collaboration_test = agents.work_together(dummy_data)
# Success → unlock real data

Ready to Experience Goal-Based Agent Collaboration?

Join 250+ developers already building autonomous agent networks that discover and trust each other naturally.

Start Building

Real ConnectOnion Applications

See how developers are already building autonomous agent networks that discover, trust, and collaborate through shared goals.

Live Example

Automated R&D Documentation

AI agents collaborate to analyze GitHub repositories, identify R&D activities, and generate compliant tax reports for Australian businesses.

Key Features

  • Automated code analysis for R&D identification
  • ATO & AusIndustry compliant reporting
  • Multi-agent collaboration for comprehensive analysis
  • 43.5% tax offset optimization

Example

Vandals R&D Tax Generator

View Live
Production

AI-Powered Job Application Suite

Intelligent Chrome extension that automates job applications with AI resume tailoring, cover letter generation, and form auto-filling to save hours of time.

Key Features

  • AI job scanner with profile matching
  • ATS-friendly resume builder with keyword optimization
  • Personalized cover letter generation
  • One-click application auto-filling

Example

ApplyOnion Platform

View Live
University Platform

Community AI Assistant

Community-driven AI platform for UNSW students providing personalized answers about courses, university life, and academic support in 50+ languages.

Key Features

  • Multilingual support (50+ languages)
  • Course and university life insights
  • Privacy-first approach with encrypted conversations
  • Mobile app with campus heat discussions

Example

OpenOnion AI

View Live
In Development

Financial Trading Networks

Trading agents discover partners with complementary strategies, verify track records through behavior analysis, and form profitable alliances.

Key Features

  • Strategy compatibility assessment
  • Historical performance verification
  • Risk management through dummy trading
  • Revenue-sharing automated agreements

Example

Coming Soon

Join Waitlist

Ready to Build Your Own Agent Network?

Join the developers building the next generation of autonomous AI collaboration platforms.

Pay Only When You Profit

No upfront costs, no monthly fees. We succeed when your agents succeed. Plus fast-track MVP development to get you started immediately.

Development
Free

Perfect for building and testing

Always Free
  • Unlimited agent development
  • Sandbox collaboration testing
  • Access to all LLM models
  • Community support
  • Open source (6 months)
Most Popular
Revenue Share
1% of income

Pay only when your agents make money

  • Only charged on agent-generated revenue
  • No upfront costs or fixed fees
  • Scale with your success
  • Premium support included
  • Advanced analytics dashboard
MVP Development
$1,000/day

We build your agent MVP

Fast Track
  • Custom agent development
  • 90% built in 1-2 days
  • ConnectOnion integration included
  • Direct access to our team
  • Ongoing optimization support

Example: If your agents generate $1M in revenue, you pay just $10k (1%). No revenue? No cost. It's that simple.

Our Roadmap

From private alpha to global standard—our clear path to making ConnectOnion the universal protocol for autonomous agent collaboration.

Now

Private Alpha

Early access for select developers and researchers. Testing parallel agent collaboration with real use cases.

  • Internet-based agent discovery
  • Sandbox collaboration testing
  • Revenue-share model validation
6 Months

Open Source Release

Full protocol becomes open source. Global developer community can contribute and build upon the foundation.

  • Complete protocol open sourced
  • Community governance established
  • Industry standardization begins
1 Year

Mesh Network

True decentralization with local WiFi collaboration. Agents form autonomous networks without internet dependency.

  • Local mesh networking
  • Internet-independent operation
  • Edge computing optimization
2+ Years

Global Standard

ConnectOnion becomes the universal protocol for AI agent collaboration across all industries and platforms.

  • Industry-wide adoption
  • Cross-platform compatibility
  • Autonomous agent ecosystems

Join us now to shape the future of AI collaboration and be part of the journey from day one.

Early Results

ConnectOnion is in early alpha, but the results from our research and initial testing show the transformative potential of autonomous agent collaboration.

0+

Alpha Users

Early developers testing agent collaboration

0+

Agent Partnerships

Successful autonomous collaborations formed

0+

Core Contributors

Researchers building the protocol

0%

Trust Success Rate

Agents that pass verification establish partnerships

Ready to unleash autonomous agents?

Be among the first to access the protocol that will revolutionize how AI agents collaborate. Connect with me on LinkedIn to join our early access program.

Connect for Early Access

Send me a connection request on LinkedIn mentioning "ConnectOnion Early Access" and I'll personally onboard you to the alpha program.

Connect on LinkedIn

Direct access to the founder • Personal onboarding • No forms, just real connections

Frequently Asked Questions

Everything you need to know about goal-based agent discovery and behavior verification trust

Still have questions? Join our alpha program and experience goal-based agent collaboration firsthand.

Get Early Access