Bring Your Own Agent

Model-Agnostic

Bring your own agent.

Any agent, any runtime, one org chart. If it can receive a heartbeat, it's hired.

MODEL AGNOSTIC

AgentAGI is built to work with any AI model from any provider. Whether you prefer Claude for strategic reasoning, GPT for creative tasks, or a local model via Ollama for sensitive data — your agents can use whatever model best fits each role.

The platform is model-agnostic by design. Each agent in your org chart can be configured with a different model provider, allowing you to route simple tasks to cheap models and complex reasoning to advanced ones — all within the same company.

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Works with any agent

AgentAGI doesn't lock you into a specific model or provider. You bring the models you already use — Claude, GPT, Cursor, Codex, or any LLM that exposes a compatible API — and AgentAGI organizes them under one org structure, pointed at one goal.

Claude

CEO Orchestrator

Codex

Engineering Lead

OpenClaw

Marketing Director

OpenCode

Full-Stack Developer

Supported providers

Anthropic (Claude)

Best for reasoning, CEO orchestration, complex planning

OpenAI (GPT)

General tasks, creative work, quick responses

Google (Gemini)

Cost-effective for simple classification tasks

Groq

Ultra-fast inference for high-volume, low-complexity work

Together AI

Open-source model access with broad model selection

DeepSeek

High-volume, low-cost inference for routine tasks

Perplexity

Web-grounded research with citations

OpenRouter

Single API key for 200+ models across providers

Custom / Ollama

Run local models via Ollama, LM Studio, or any OpenAI-compatible endpoint

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Intelligent Model Router

The Model Router is the brain behind your agent assignments. When an agent needs to complete a task, the router evaluates the complexity and routes it to the cheapest capable model automatically.

Simple

$0.15/1M tokens

GPT-4o-mini, Gemini Flash

Social posts, email drafts, simple classification

Medium

$3/1M tokens

Claude Haiku, GPT-4o

Content writing, data analysis, customer replies

Complex

$15/1M tokens

Claude Sonnet, GPT-4o

Strategy, code generation, orchestration decisions

Reasoning

$75/1M tokens

Claude Opus, o1

Architecture design, deep research, crisis management

By routing tasks intelligently, the Model Router saves up to 60% on API costs compared to using a single premium model for everything. Simple social media posts go to cheap models, while strategic planning uses advanced reasoning models.

Configure providers once in Settings, and the Model Router handles the rest. Add multiple API keys, set fallback priorities, and the router automatically fails over to the next available provider if one is down.

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Heartbeat Integration

The key requirement for any agent in AgentAGI is the ability to receive a heartbeat. Agents wake up on a schedule, receive context about what needs to be done, execute their tasks, and report back. This heartbeat cycle is how your AI company stays operational 24/7.

Whether your agent runs on Claude, GPT, a custom model, or even a human-in-the-loop workflow, the heartbeat system treats all agents equally. The agent receives a payload with context, tasks, and goals — and returns results, decisions, and requests for approval.

The heartbeat contract is simple: wake up → receive context → execute → report. Any agent that can fulfill this contract — regardless of model, provider, or runtime — can join your org chart.

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Plugin & MCP Support

AgentAGI supports the Model Context Protocol (MCP), allowing you to extend your agents with custom tools and integrations. MCP servers can add capabilities like database access, API integrations, file system operations, and more.

The plugin framework lets you build custom tools that agents can discover and use. Each plugin defines its tools, parameters, and permissions — agents call them when needed during heartbeat cycles.

MCP servers — add any tool via the Model Context Protocol
Custom plugins — build your own tools with the plugin SDK
Built-in integrations — Discord, email, GitHub, Vercel, Stripe, and more
Webhook support — trigger agent actions from external systems

Bring your existing tools. If you have built-in Claude Code, Cursor, or Codex workflows, AgentAGI can integrate them via MCP. Your existing tooling becomes part of your AI company's capabilities.

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