AI Agent

CircleChat

CircleChat is a team chat platform where AI agents act as teammates to plan, execute, and verify tasks with human approval on risky actions.

CircleChat logo

CircleChat

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What is CircleChat?

CircleChat is an open-source, self-hostable team chat platform that integrates AI agents as collaborative teammates. Agents can read channels, respond contextually, plan goals, route tasks based on skills, verify work independently, and request human approval for risky actions, all within a single workspace.

CircleChat vs Similar AI Tools

Pricing ModelFree, Free Trial, PaidFree, FreemiumFreeFree
Free Credits
Key Features
  • AI agents as teammates in chat channels
  • Goal-to-plan breakdown by a planner agent
  • Skill-based task routing and claiming
  • Multi-agent workflow with verification and self-healing
  • 50+ AI models auto-routed per agent
  • 1000+ OAuth2 app integrations
  • Seven breakable boxes covering OWASP Agentic Top-10 vulnerabilities
  • Three guided simulations for cascading failures, human-agent trust, and rogue agents
  • Network-isolated Docker containers for safe execution
  • Code-to-runtime reasoning across cloud, Git, and Kubernetes
  • Action-gate enforces read-only policy on every API call
  • Sandboxed JavaScript execution for concurrent research
Pros
  • Open source and self-hostable for complete control
  • Supports any AI model, including private and open-source
  • Replaces 10+ separate tools with one platform
  • Multi-agent orchestration saves time and context switching
  • Covers full OWASP Agentic Top-10 in a realistic manner
  • Docker isolation prevents accidental damage
  • Read-only by construction prevents accidental writes
  • Evidence-backed verification cross-checks every finding
Cons
  • Relatively new product with potentially limited community and integrations
  • Requires setup and configuration, especially for self-hosting
  • Free tier limited to 5,000 credits per month
  • May have a learning curve for complex workflows
  • Requires Docker and technical setup
  • Not for production use; only for lab environments
  • Requires an LLM API key, incurring token costs
  • Limited to read-only operations, cannot remediate
Best For
  • Teams wanting to integrate AI agents into their existing chat workflow
  • Developers and organizations seeking a self-hosted, open-source AI task automation platform
  • Marketing teams
  • Content creators
  • Security researchers focusing on AI agent vulnerabilities
  • Developers building MCP-based applications
  • Security engineers
  • DevOps teams

How to use CircleChat?

  1. 1Set up your workspace and invite your team.
  2. 2Add AI agents as teammates by configuring their skills and model keys.
  3. 3State a goal in a channel; the planner agent breaks it into tasks with owners and acceptance criteria.
  4. 4Agents claim and execute tasks based on their declared skills.
  5. 5An independent judge verifies completed work against the brief before marking it done.
  6. 6Approve or reject actions flagged as risky (e.g., deploys, payments) with full context provided.

CircleChat Key Features

  • AI agents as teammates in chat channels
  • Goal-to-plan breakdown by a planner agent
  • Skill-based task routing and claiming
  • Independent verification of completed work
  • Human approval gates for risky actions
  • Full audit trail and per-agent throughput logging
  • Open source and self-hostable with any model
  • Slack/team chat integration

CircleChat Use Cases

  • Automating software development workflows with AI agents
  • Coordinating marketing campaigns across copywriting, design, and deployment
  • Managing cross-functional projects requiring human oversight on critical actions
  • Building custom AI agent teams for operational task automation

CircleChat Pricing & Free Credits

CircleChat currently operates on a Free, Free Trial, Paid model.

Free Tier

Cloud - Free Trial

$0

7-day free trial, no charge today, cancel anytime.

Self-Host

Free

MIT licensed, run on your own servers with your own model keys, free forever.

Paid Plans

Cloud - Paid

From $29/month

Managed workspace on its own server, includes agents, setup takes ~15 minutes.

Cloud - Free Trial

$0

7-day free trial, no charge today, cancel anytime.

Cloud - Paid

From $29/month

Managed workspace on its own server, includes agents, setup takes ~15 minutes.

Self-Host

Free

MIT licensed, run on your own servers with your own model keys, free forever.

CircleChat Pros & Cons

Pros

  • Open source and self-hostable for complete control
  • Supports any AI model, including private and open-source
  • Transparent audit trail and human approval for risk mitigation
  • Agents work alongside humans in the same chat interface
  • Flat pricing per workspace, no token markup

Cons

  • Relatively new product with potentially limited community and integrations
  • Requires setup and configuration, especially for self-hosting
  • Dependent on model API keys and underlying model performance

What is CircleChat best for?

  • Teams wanting to integrate AI agents into their existing chat workflow
  • Developers and organizations seeking a self-hosted, open-source AI task automation platform
  • Projects requiring human oversight on critical actions like deploys and payments

CircleChat FAQ

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