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.

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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, PaidFreeFree, Free TrialFree, Paid
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
  • On-device text extraction from screen without saving screenshots
  • Semantic search by meaning, not just keywords
  • Commitment detection with due-date reminders
  • Plain English strategy description
  • Real historical market data
  • Models slippage, stops, and fills
  • Scans skills and MCP servers against ATR rules before loading
  • Real-time runtime protection against prompt injection and hijacks
  • Signed audit-ready evidence for compliance (EU AI Act, NYDFS, DORA)
Pros
  • Open source and self-hostable for complete control
  • Supports any AI model, including private and open-source
  • Fully on-device processing ensures complete privacy
  • Free and open source with no subscription
  • Easy natural language interface
  • Realistic backtesting with slippage and funding
  • Open source with MIT license
  • Real-time detection and prevention
Cons
  • Relatively new product with potentially limited community and integrations
  • Requires setup and configuration, especially for self-hosting
  • Mac-only, requires macOS 15+ and Apple Silicon
  • Permission re-authorization needed after updates (macOS limitation)
  • Limited free trial (250 calls, 30 days)
  • Usage beyond trial requires contacting support
  • Enterprise features require paid tiers
  • Setup may require technical expertise
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
  • Individuals who want to remember everything they see on their Mac
  • Professionals and students needing to track commitments and changes
  • Crypto traders
  • Quantitative researchers
  • Developers building and deploying AI agents
  • Enterprises needing audit-ready AI security

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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