Everything you need to build AI agents
From prototyping to production, CogTog provides all the tools you need to create powerful AI agents without writing code.
Visual Workflow Builder
Design multi-agent workflows with an intuitive visual interface. Define triggers, conditions, and agent interactions. Export workflows as standalone executables.
- Drag-and-drop interface
- Conditional branching
- Agent orchestration nodes
- Workflow export (Pro)
Any LLM Provider
Connect via OpenAI-compatible proxy (OpenRouter, etc.), or run completely local with Ollama. 3400+ models available. Mix and match models for different agent roles.
- Claude, GPT-4, Gemini, Llama
- Ollama local models (offline)
- Per-role model assignment
- Real-time cost tracking
Intelligent Execution
Stuck detection monitors for loops, repeated failures, and no-progress scenarios. Automatic recovery strategies kick in. Agents learn from mistakes and store patterns in memory.
- Loop detection
- Failure analysis
- Recovery strategies
- Session history
Always-On Assistants
Deploy native AI assistants across WhatsApp, Telegram, Slack, Discord, and more. Full configuration management, cron scheduling, webhooks, and MCP server integration. Sync configs to devices and monitor status in real-time.
- Multi-channel support (WhatsApp, Telegram, Slack, Discord)
- Cron job scheduling & webhooks
- MCP server integration & tool policies
- TTS/voice, sandbox modes, device sync
AI-Powered Setup
Skip the configuration. CogTog's AI setup wizard has a conversational onboarding experience that understands your use case and automatically generates personalized agent templates, detects your hardware for local AI, and configures everything optimally.
- Conversational setup — just describe your workflow
- Auto-generates personalized agent templates
- Smart hardware detection for Ollama/local AI
- Security-first API key handling
Home Chat & System Agent
The Home view is your AI command center. The built-in System Agent is always running and can do anything — create agents, build workflows, manage services, install MCP servers, orchestrate multi-agent sessions, and configure your entire setup. All via natural language chat.
- Create agents, workflows, and services via chat
- Install MCP servers from Smithery registry
- Start multi-agent orchestration sessions
- Manage Ollama models and system settings
- Natural language control of everything
Done! I've created your workflow:
And so much more
CogTog is packed with features to help you build, test, and deploy AI agents faster.
Vector Memory System
Persistent vector-based memory that remembers facts, decisions, patterns, and mistakes across sessions. Agents learn and improve over time.
Stuck Detection & Recovery
Automatically detects when agents are looping, failing repeatedly, or making no progress. Triggers intelligent recovery strategies.
Unlimited Custom Agents
Create as many agents as you need, each with custom roles, system prompts, tool permissions, and model assignments. Fully tailored to your workflow.
MCP Extensibility
Connect to any MCP server from Smithery registry with OAuth. Seamless integration with external tools and APIs.
Adaptive Execution Modes
Three modes: Auto (single agent), Agent (multi-agent swarm), Orchestration (full autonomous coordination). Choose based on task complexity.
Git Worktree Isolation
Each agent gets its own git worktree. Work in parallel without conflicts. Automatic branch creation and cleanup.
Permission Prediction
ML-based system predicts which dangerous operations need approval. Learn from your decisions to reduce interruptions.
Usage Tracking
Real-time tracking of tokens, costs, and API calls across all providers. Budget alerts and usage analytics dashboard.
Built for real use cases
See how teams are using CogTog to build production AI applications.
Full-Stack Development
Describe your app and watch agents architect, code, test, and deploy it. From database schema to production deployment, fully autonomous.
Browser Automation
Agents see your screen, click buttons, fill forms, and interact with any application. Perfect for web scraping, testing, or complex workflows.
Code Refactoring
Point agents at legacy code. They analyze, plan improvements, implement changes, and verify with tests. Git worktrees keep work isolated.
Local AI Development
Run completely offline with Ollama. 3400+ models available locally. No API keys, no cloud dependencies, full privacy.
*UI mockups shown above are for illustration purposes and include upcoming features. Actual product interface varies.