CodeAgentSwarm is a desktop-based Agentic Development Environment (ADE) and visual orchestration harness developed by the CodeAgentSwarm team. It acts as a centralized command center designed to supervise, manage, and execute multiple terminal-based coding agents in parallel across separate project contexts. In daily use, CodeAgentSwarm wraps local CLI agents—such as Claude Code, Codex CLI, Antigravity CLI, OpenCode, Kimi Code, Grok Build, and Cursor Agent (via ACP)—into a unified visual dashboard. Developers can assign distinct tasks to up to nine parallel agent sessions. The environment surfaces a built-in MCP-powered task board (Kanban), dynamic session titles, unified terminal notifications, live diff inspection, and per-provider quota tracking across 5-hour and weekly reset windows. What distinguishes CodeAgentSwarm from standard terminal multiplexers (like tmux or Zellij) or single-agent CLIs is its domain-specific supervision layer. It includes configurable permission profiles ("Turbo Mode") to bypass routine prompts while enforcing guardrails around sensitive actions, cross-session searchable conversation histories, and an automated task queue that agents can read, update, and close independently. CodeAgentSwarm is currently available in Open Beta with Pro features enabled for free upon sign-up. The application provides native desktop binaries for macOS (macOS 12+) and Windows (10/11), with Linux support planned.
Parallel Multi-Agent Execution — Runs up to nine independent CLI agent sessions side-by-side across different repositories and tasks. - Multi-Vendor CLI Orchestration — Works natively with existing CLI setups including Claude Code, Codex CLI, Antigravity CLI, OpenCode, Kimi Code, Grok Build, and Cursor Agent. - MCP-Integrated Task Board — Provides an interactive Kanban board where agents read, update, and resolve work items via Model Context Protocol. - Live Diff & Change Tracking — Inspects file edits and diffs in real time as agents generate code before committing to disk. - Provider Quota Monitoring — Tracks usage consumption, rate limits, and reset timers across multiple vendor tiers (e.g., Claude Max, Codex Plus) within the UI. - Turbo Mode Guardrails — Configures automated approval for safe CLI commands while enforcing restrictions on protected branches and destructive operations. - Global History Search — Indexes conversation logs, decisions, and code snippets across all agent sessions for retrospective search.
Use cases
Use Case: Full-Stack Parallel Refactoring A developer refactoring a monolithic application splits the workload across two separate agents in CodeAgentSwarm. One agent session runs Claude Code on the backend API layer to update database schemas, while a parallel Codex CLI session refactors the frontend React client to match the updated contract. The developer supervises both live diffs in real time without context-switching between separate terminal emulators.
Use Case: Multi-Task Backlog Execution via MCP A team lead populates the visual task board with five distinct bug tickets and assigns them to autonomous agents. Agents read ticket requirements via MCP, execute the fixes, run localized test suites, and mark the items as completed. CodeAgentSwarm notifies the developer only when an agent finishes or requires interactive permission input.
Use Case: Cross-Vendor Quota Management A software engineer working through extensive test-generation tasks rotates workload across multiple models to avoid hitting API rate limits. CodeAgentSwarm displays live consumption and reset windows for Claude, Codex, Kimi, and Antigravity, allowing the developer to spin up new agent instances on available providers while exhausted accounts recover.
Who it is for
CodeAgentSwarm is built for software engineers, tech leads, and autonomous agent power-users who regularly orchestrate multiple terminal-based AI coding agents simultaneously across complex repositories. It is less suited for developers seeking a single, minimal CLI tool, or those who prefer embedded in-editor chat interfaces over desktop-level orchestration.
Install guide
Installation CodeAgentSwarm is distributed as a native desktop application for macOS (12+) and Windows (10/11). Linux support is currently in development. 1. Download the installer directly from the official portal: - macOS: Download the .dmg or .pkg build from codeagentswarm.com/en#download - Windows: Download the .exe installer from codeagentswarm.com/en#download 2. Run the installer and launch the CodeAgentSwarm desktop application.
First Run CodeAgentSwarm leverages your existing CLI logins and tokens rather than requiring separate API middleware. 1. Ensure your target agent CLIs (e.g., Claude Code, Codex CLI, OpenCode, Cursor Agent) are installed and authenticated in your default system terminal shell. 2. Open CodeAgentSwarm and sign up to activate the Open Beta Pro access. 3. Open workspace settings to configure your default project directories and set execution permissions (e.g., Standard vs. Turbo Mode guardrails).
Example Session 1. From the visual dashboard, click New Terminal and select your desired agent runtime (e.g., Claude Code). 2. Select your local project path: ~/dev/backend-service. 3. Add a task to the Agentic Task Board or pass a prompt directly in the orchestrator window: text Goal: Identify performance bottlenecks in /api/v1/checkout and optimize the SQL queries. 1. Profile checkout endpoints. 2. Add indexes or optimize JOIN statements. 3. Run test suite to verify no regressions. 4. Monitor real-time file diffs in the inspector while launching a secondary terminal running Codex CLI on ~/dev/frontend-service.
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