Multi-Agent AI Tools

No-code builder and reasoning API for orchestrating multiple AI agents, from a London-based AI lab.

Best for: Developers who want to orchestrate multiple agents through one reasoning layer

Routes work requests to specialized AI agents instead of one general chatbot.

Best for: Solo creators wanting to run video, music, and analysis tasks in parallel

Open-source desktop harness that runs Claude Code, Codex and ten more terminal agents as one office of clones on your machine

Best for: Developers already paying for Claude Code or Codex who want their agents coordinated rather than run one at a time

Open-source framework for coordinating a fleet of AI agents into a hierarchical, self-organizing team.

Best for: Developers building multi-agent systems who want a tree/hierarchy model instead of a flat pipeline

Open-source Python framework for role-based agent crews and event-driven flows, with a hosted platform for running them

Best for: Python developers prototyping multi-agent workflows with clear roles and delegation

Builds and runs a workforce of custom agents for sales, support and back-office work without code.

Best for: Ops and go-to-market teams automating repetitive research or outreach

Agentic marketing platform for campaigns, creatives and product pages

Best for: Retail and ecommerce teams generating product detail pages across large catalogues

Group chat where people and several AI agents share one thread and review each other's drafts

Best for: Teams who already run more than one model and want the outputs compared in one place

Google's agent-first coding platform: a desktop agent manager, terminal CLI, Python SDK and IDE built around Gemini models.

Best for: Former Gemini CLI users who need a supported terminal agent

Open-source dashboard and runtime that runs teams of AI coding agents in parallel, each in its own git worktree.

Best for: Developers running multiple coding agents in parallel on one repository

Multi-agent AI writing tool that plans, researches and drafts SEO-scored blog posts from a chat brief.

Best for: Solo founders and small businesses building a lead-generating blog

Open-source Python SDK and self-hosted runtime for building agents, teams and workflows, with a web control plane to monitor them.

Best for: Python developers building product copilots, research or support agents they will host themselves

Runs competing AI agents against a business decision, scores their strategies, and hands you an execution plan.

Best for: Founders validating a specific go/no-go business decision

Runs up to six AI research agents in parallel and synthesizes their findings into one report, first report free.

Best for: Founders or analysts who need one grounded report instead of doing the research themselves

Runs a set of AI agents that plan, build, market and support a small company, aiming for minimal daily input.

Best for: Solo founders or very small teams willing to delegate day-to-day operating tasks to AI agents

Multi-agent writer that mass-produces two SEO article shapes: site reviews and Top 10 round-ups

Best for: Affiliate and directory sites that publish review and comparison posts at volume