Best multi-agent tools by scenario
8 shortlists. Each one states its selection criteria and gives a reason for every tool, taken from the tool's own data page.
- Best multi-agent tools for coding agents
This page covers tools for running more than one coding agent on a codebase: harnesses with built-in subagents, and layers that run…
- Best multi-agent frameworks for customer support
Support systems route a message to the right specialist, keep the conversation state, and hand over to a person when needed. This page…
- Best multi-agent frameworks for enterprise governance
Governance here means: a person can approve or stop an action, runs can be persisted and audited, tool access can be restricted by policy,…
- Best multi-agent frameworks for Java and the JVM
Few multi-agent frameworks have a first-party Java SDK. This page lists the ones in this directory that do, with what each record says…
- Best tools for running multiple coding agents in parallel on one repository
These tools sit on top of coding agents you already use (Claude Code, Codex, OpenCode and others) and let several of them work on the same…
- Best multi-agent frameworks for research agents
Research agents search, read, cross-check and write reports, usually by splitting a question across workers and merging the results. This…
- Best multi-agent tools for self-hosted and local use
These tools run on your own machine or server, with your own model keys or local models, and do not require the vendor's hosted service.…
- Best multi-agent frameworks for TypeScript
These are frameworks with a first-party TypeScript or JavaScript SDK and a documented multi-agent model. The order follows the criteria…