Research report · data-report
Multi-agent: a census of 143 listings
80 of 143 listings answer yes for “Multi-agent”. Counted from our own datasheet, with the query that reproduces every figure.
On this page
Multi-agent, across 143 settled listings
Of the 143 Published listings whose datasheet settles “Multi-agent”, the largest group is “Yes” at 80 (56%). Measured 2026-10-03.
Explore the matching agents
Multi-agent · Datasheet criterion multi_agent · Report counted .
Current listings as of ; this set may differ from the report's original sample. Includes “Yes” and “Qualified” answers only. Read the conditions on qualified answers before treating them as a match. “No”, “Not applicable” and “Not established” answers are excluded.
View 113 current matching records
- 11x Qualified
Two named workers, Alice on outbound and Julian on inbound, run on one platform and one API, but the vendor never describes several agents coordinating on a single task.
Source retrieved 2026-09-23
- Accio Work (via Corpable) Qualified
Corpable states it builds bespoke multi-agent workflows and ships twelve separate agent packs, but no page describes agents coordinating with each other on a single task or any orchestration mechanism.
Source retrieved 2026-09-27
- AgentBridge Yes
Coordinating two agents on one task is the entire product: both run as persistent peers, either side can push mid-turn, and they negotiate their own task splits.
Source retrieved 2026-10-03
- Agentix Labs Yes
Multi-agent builds are an advertised deliverable, with a supervising orchestrator coordinating agents and escalating to people, listed among the firm's named specialties.
Source retrieved 2026-10-03
- AgentsKit.js Yes
Four coordination topologies ship as runtime factories alongside directed delegation, so a planner can route work to named specialist runtimes on one task.
Source retrieved 2026-09-09
- Agno Yes
Teams coordinate several agents in one of four modes; workflows sequence agents and teams across six step types.
Source retrieved 2026-09-02
- Aident Loadout Qualified
One loadout is reusable by several agents, clients and devices at once, but the vendor documents no orchestration of multiple agents cooperating on a single task.
Source retrieved 2026-10-03
- Aider Qualified
Architect mode splits one task across two model roles, an architect that proposes and an editor that writes the edits, which is role separation rather than several agents coordinating freely.
Source retrieved 2026-09-30
- Aisera Agent Composer (Agent Studio) Yes
Native orchestration between domain-specific agents is shipped and documented; coordination with third-party agents over A2A is a separate, unreleased capability held in Aisera Unify.
Source retrieved 2026-09-03
- Amplemarket Qualified
The vendor names several distinct agents in one pipeline - scanning for signals, researching context, then writing sequences - but never describes them coordinating with or delegating to each other, and there is no orchestration or custom-agent builder documented.
Source retrieved 2026-09-10
- Antigravity CLI Yes
The main agent spawns concurrent subagents with their own tool grants, monitored in an /agents panel; collaborative agent teams via /teamwork-preview are gated to paid plans.
Source retrieved 2026-09-10
- Argorant Qualified
Several agents can share one workspace's lists and credit balance with a key each, so spend is attributable per agent, but Argorant supplies no orchestration or hand-off between them.
Source retrieved 2026-09-26
- Artisan Qualified
The vendor describes swarms of research agents used for enrichment and qualification, which is one orchestrated research step rather than several named agents you compose or assign to a task.
Source retrieved 2026-09-10
- AudioCodes Live Hub Yes
The AI Agents framework is explicitly multi-agent: several specialist agents collaborate on one call and callers are routed between them, with documented multi-agent topologies.
Source retrieved 2026-09-24
- Augment Code Yes
A manager Expert launches worker Experts or subagents that run in parallel with their own context and model.
Source retrieved 2026-09-02
- AutoGen Yes
Coordination of several agents is the core design: a lead orchestrator decomposes tasks and assigns subtasks to web, file, coder and terminal agents.
Source retrieved 2026-09-19
- Bitsclan IT Solutions Yes
Multi-agent systems are named as an integration target, and the build stack cites AutoGen Studio and CrewAI.
Source retrieved 2026-09-02
- Bland Qualified
Warm transfer runs a second proxy-agent leg alongside the primary agent, but that is call handoff, not general orchestration.
Source retrieved 2026-09-11
- Botsify Qualified
You can create unlimited agents on one account, but the vendor's own comparison against CrewAI concedes it does little role-based orchestration, so several agents cooperating on a single task is not a published capability.
Source retrieved 2026-09-13
- Browserbase Qualified
Thousands of sessions run in parallel and Stagehand plugs into multi-agent frameworks; Browserbase itself does not orchestrate agents.
Source retrieved 2026-09-02
- Claude Agent SDK Yes
Subagents are first-class: defined in code or as files, run concurrently, each with its own context and tool subset.
Source retrieved 2026-09-02
- Claude Code Yes
Four coordination styles: subagents, background agent view, agent teams with inter-agent messaging (experimental, off by default), and dynamic workflows.
Source retrieved 2026-09-02
- Cline Yes
Two mechanisms coordinate several agents: read-only subagents that research in parallel, and SDK agent teams where a coordinator delegates to specialists and merges results.
Source retrieved 2026-09-12
- CodeRabbit Yes
The vendor describes several specialised agents running in parallel inside one review, rather than a single prompt, plus separate chat and finishing-touch agents.
Source retrieved 2026-09-15
- Codex CLI Yes
Spawns parallel subagents and consolidates their results; /agent switches between threads.
Source retrieved 2026-09-02
- Crescendo Yes
Seven named agents divide the operation — Concierge, Quality, Agent Assist, Applied Insights, Optimization, Integration and Knowledge — and feed each other in a documented improvement loop.
Source retrieved 2026-09-12
- Cresta Yes
Agents are built as a decentralised network of specialised subAgents, each with its own prompts, knowledge, tools and guardrails, collaborating on one conversation.
Source retrieved 2026-09-13
- CrewAI Yes
Multi-agent coordination is the core abstraction: crews of specialised agents delegate between themselves, with MCP for tooling and A2A for cross-agent discovery.
Source retrieved 2026-09-13
- Cursor Yes
Subagents run in parallel in their own context windows in editor, CLI and cloud; /multitask and Build in Parallel fan a plan out across them.
Source retrieved 2026-09-02
- Decagon Qualified
Several specialised models act on one conversation — a supervisor checking responses and a bad-actor screen — but Decagon never describes customers composing or orchestrating multiple agents themselves.
Source retrieved 2026-09-14
- Deepgram Voice Agent API Qualified
Handoff between specialised agents is a documented pattern with a reference implementation you run yourself: your orchestrator opens a fresh Voice Agent session per agent and summarises context between them. The API itself has no built-in agent-to-agent coordination.
Source retrieved 2026-09-02
- Devin Yes
A coordinator Devin delegates to child sessions running in parallel, each on its own isolated VM.
Source retrieved 2026-09-02
- Devin Desktop Yes
Local, cloud and third-party ACP agents run side by side in the Kanban Agent Command Center, Spaces share task context between them, and the local agent spawns its own subagents.
Source retrieved 2026-09-03
- Dify Yes
Agents can be placed as nodes inside a workflow so several specialised agents hand work to each other.
Source retrieved 2026-09-02
- Dust Yes
Multi-agent orchestration with scheduled and event-driven triggers is listed for both Business and Enterprise, and sub-agent credit costs accumulate across an agent chain.
Source retrieved 2026-10-01
- ElevenLabs Agents Yes
An orchestrator agent routes a live conversation to specialist agents on natural-language conditions, and transfers can be nested; the transcript carries across.
Source retrieved 2026-09-02
- Factory Yes
Task-launched subagents run in fresh contexts, concurrently or in background; Missions orchestrate workers and validators.
Source retrieved 2026-09-02
- Fin Qualified
Two agents exist and one acts on the other: Operator tunes, tests and ships changes to Fin, but Operator sits in the paid Pro add-on and its changes are proposals you approve rather than joint work on one customer conversation.
Source retrieved 2026-09-18
- Firecrawl Qualified
One agent run spans an orchestrator plus its own subagents, each emitting trace events under a separate agent id. But that topology is internal and undocumented as a feature: there is no parameter to compose, name or budget the subagents.
Source retrieved 2026-09-03
- GC AI Yes
Chat 2.0 runs specialised research and analysis processes in parallel and reconciles their findings before answering, so coordination happens inside one conversation rather than as user-assembled agents.
Source retrieved 2026-09-14
- Genspark Yes
GenTeam puts several named agents in shared channels with humans, agents claim tasks and hand results to each other, and Custom Agents can be combined inside one Super Agent conversation.
Source retrieved 2026-09-15
- GitHub Copilot Yes
Copilot CLI delegates to specialised sub-agents on every plan; delegating a task to Claude or Codex is a Pro+ and above preview, and the CLI's ACP server is documented for coordinating with other agents.
Source retrieved 2026-09-02
- Glean Yes
Orchestration activates specialist agents in sequence on one multi-step task and shares context between them.
Source retrieved 2026-09-02
- Google Agent Development Kit (ADK) Yes
Multi-agent composition is the headline design: hierarchies of specialised agents that delegate sub-tasks, plus sequential, parallel and loop workflow agents for deterministic orchestration.
Source retrieved 2026-09-15
- goose Yes
goose spawns subagents that run sequentially or in parallel with their own process isolation, driven either by direct prompts or by reusable recipe files, and can also wrap external agents such as Codex.
Source retrieved 2026-09-16
- GPT Researcher Yes
A LangGraph flow coordinates a chief editor, researcher, reviewer, revisor, writer and publisher, and an AG2 integration is documented too.
Source retrieved 2026-09-16
- Gumloop Yes
Multiple agents can be orchestrated inside deterministic workflows and an agent can delegate to subagents, so coordination is a first-class feature.
Source retrieved 2026-09-30
- IrisAgent Qualified
One deployment carries several specialised agents (support, IT help desk, knowledge, ticket automation, QA), but the vendor never documents several agents coordinating on a single conversation.
Source retrieved 2026-09-03
- Juggler Yes
Work is delegated to nested sub-threads that run in isolation and return only the requested result to the parent, and read-only strategies drive Explore/Research sub-agents; coordination is parent-to-child, not peer agents on a shared bus.
Source retrieved 2026-09-17
- Julius AI Qualified
One background sub-agent exists and runs after conversations to learn your schema, but the vendor documents no way for a user to orchestrate several agents on a single task.
Source retrieved 2026-09-17
- Junie Yes
Custom subagents run as independent contexts that the main agent selects and delegates to, with their own model, tool restrictions and parallel execution across subtasks.
Source retrieved 2026-09-18
- Kilo Code Yes
Orchestrator mode coordinates other modes; the CLI and JetBrains plugin run parallel agents in isolated worktrees.
Source retrieved 2026-09-02
- LangChain Yes
LangGraph is built for coordinating several agents in one graph, including hierarchical supervisors, and dcode delegates work to task-specific subagents in parallel.
Source retrieved 2026-09-18
- Langflow Yes
One agent can call another agent as a tool, so several agents coordinate inside a single flow; the project advertises multi-agent orchestration as a headline feature.
Source retrieved 2026-09-25
- LangGraph Yes
Single, multi-agent and hierarchical control flows are all expressed in the same framework; the LangChain docs enumerate subagent, handoff, router and custom-workflow patterns.
Source retrieved 2026-09-02
- Lead Scorer Yes
A fixed vendor pipeline rather than a crew you compose: separate agents handle discovery, enrichment and scoring, a drafting agent writes, and a second model proofreads every message before review.
Source retrieved 2026-09-18
- Letta Yes
Seven built-in subagent types plus deploying any existing stateful agent as a subagent, in parallel or background.
Source retrieved 2026-09-02
- Lindy Qualified
Lindy Build pairs the builder with separate QA agents working the same app; the Teammate product gives each person a private Lindy plus one shared team Lindy, and the vendor describes no orchestration between them.
Source retrieved 2026-09-02
- LiveKit Agents Yes
Multiple agents in one session via handoffs, plus a supervisor pattern where one agent keeps control and delegates to scoped tasks.
Source retrieved 2026-09-02
- LlamaIndex Yes
Workflows orchestrates multi-step systems and can combine several agents in one run.
Source retrieved 2026-09-02
- LuMay Yes
Specialised agents run under a supervisor with delegation, shared state and conflict resolution, and the workflow product names LangGraph, Autogen and CrewAI as the orchestration underneath.
Source retrieved 2026-09-09
- Manus Yes
Wide Research decomposes one request into independent sub-tasks and runs many agents in parallel, each with its own context, then a main agent synthesises the results.
Source retrieved 2026-09-19
- Mastra Yes
Supervisor/subagent delegation is a first-class primitive, with delegation hooks, message filtering and per-subagent memory isolation.
Source retrieved 2026-09-02
- Maven AGI Qualified
Maven describes several outcome-specific agents on one platform and per-situation Charters inside a single reasoning engine, but it explicitly avoids channel-specific or peer agents coordinating with each other, so this is one governed agent with many roles rather than a multi-agent orchestration graph.
Source retrieved 2026-09-25
- Microsoft Agent Framework Yes
Five built-in orchestration patterns coordinate several agents on one task, and a parent agent can additionally delegate concurrent work to named child agents in their own sessions.
Source retrieved 2026-09-19
- MindStudio Yes
A workflow can spawn one or more child workflows, and packaged agents can be called as blocks inside another agent, giving multi-agent orchestration inside one run.
Source retrieved 2026-09-20
- Mixdesk Qualified
You can run several AI Agents with different roles and route conversations to each, but the docs describe one agent per conversation assignment rather than agents coordinating on one task.
Source retrieved 2026-10-03
- Moveworks Yes
The reasoning engine selects and chains multiple plugins in one conversation, and ambient agents can hand work to conversational agents on the same platform.
Source retrieved 2026-09-20
- Muse Code Yes
A lead session spawns child agents that can themselves spawn grandchildren, with eight concurrent agents per tree by default and a configurable ceiling of 64.
Source retrieved 2026-09-20
- n8n Yes
A supervising agent delegates to specialised agents as tools, nestable across layers; published agents can also be attached as sub-agents.
Source retrieved 2026-09-02
- OmniDimension Qualified
Workflows chain agent actions and can call sub-workflows, so several agents run in sequence, but the docs describe no agent-to-agent handoff or shared-state orchestration.
Source retrieved 2026-09-09
- OpenAI Agents SDK (Python) Yes
Coordination is a core primitive: agents can hand off the conversation to a specialist, or an orchestrator can call other agents as tools within one run.
Source retrieved 2026-09-20
- OpenAI Realtime API Yes
A RealtimeAgent accepts handoffs like a text agent, so spoken workflows can branch across specialist agents in one session.
Source retrieved 2026-09-02
- OpenClaw Yes
One Gateway can run several isolated agents with their own workspaces and sessions, and a bundled team preset wires a coordinator that delegates to researcher, writer and reviewer roles.
Source retrieved 2026-09-21
- OpenCode Yes
Primary agents delegate to subagents in child sessions, and the vendor recommends it explicitly for running work in parallel.
Source retrieved 2026-09-21
- OpenHands Qualified
A parent agent can delegate to sub-agents, but the documented TaskToolSet runs them sequentially and blocks, so it is delegation rather than parallel coordination.
Source retrieved 2026-09-21
- Perplexity Yes
Computer fans a prompt out to subagents; the API's wide-research preset runs the same wide-and-deep pattern in the background.
Source retrieved 2026-09-02
- Pickaxe Yes
Agents can be chained: one agent is connected as another's Action so a triage agent routes to specialists, which is also the vendor's recommended way past its four-action guidance.
Source retrieved 2026-09-09
- Pydantic AI Yes
The SubAgents capability gives a parent agent a delegate_task tool over named child agents, each running in its own message history with its own budgets, which is coordination between several agents on one task.
Source retrieved 2026-09-21
- Qualified Qualified
Running more than one agent persona at once is a plan-gated capability: multiple agent profiles appear only in the top Ultimate tier's feature list, not in Premier or Enterprise.
Source retrieved 2026-09-22
- Relevance AI Yes
Workforce is a visual canvas for wiring several specialist agents together, and Workforces are unlimited on every published plan tier.
Source retrieved 2026-09-22
- Replit Agent Yes
Several tasks run in parallel with automatic dependency detection and AI-assisted conflict resolution, though the ceiling varies sharply by plan.
Source retrieved 2026-09-22
- Retell AI Yes
One call can be handed between several specialised AI agents mid-conversation, with the destination agent inheriting the full transcript, so work is split across agents rather than one monolith.
Source retrieved 2026-09-23
- Rox Yes
An orchestrator builds pipelines of specialised worker agents (research, email composition, verification) per query; Rox brands the layer Agent Swarm.
Source retrieved 2026-09-03
- SafeNet Creations Qualified
Several concurrent agent workflows and multi-channel agent teams are offered only in the top Multi-System Custom Scope build, not in the entry channel-neutral or WhatsApp packages.
Source retrieved 2026-09-28
- Salesforce Agentforce Yes
A primary agent delegates to secondary specialist agents routed by the Atlas Reasoning Engine, and can delegate to third-party agents over Agent2Agent.
Source retrieved 2026-09-03
- SalesTouch Qualified
Several MCP clients can share one SalesTouch connection and workspace state; no orchestration of multiple agents on a single task is described.
Source retrieved 2026-09-03
- SEObot Yes
The vendor describes multiple coordinating agents running hundreds of tasks per article, and markets the product as a set of SEO AI agents rather than one model call.
Source retrieved 2026-09-25
- SEOmatic Yes
Several named role agents (Strategist, Content Writer, Technical SEO, On-Page Optimizer, Link Builder) run one approved campaign in sequence, managed from a single board.
Source retrieved 2026-10-03
- Sierra Qualified
Two vendor agents hand work to each other — Explorer's findings go straight to Ghostwriter — but customer-built agents coordinating on one task is not documented publicly.
Source retrieved 2026-09-26
- Sim Yes
Multiple agent blocks run in one workflow, and the Parallel container executes branches concurrently.
Source retrieved 2026-09-03
- sipgate flow Qualified
One flow owns a call; coordination between agents happens by transferring the call with context passing rather than by any orchestration framework.
Source retrieved 2026-09-03
- SkaleAgents Qualified
One audit job can be scoped to several specialist reviewers at once, which is parallel specialists on a shared input rather than agents negotiating or delegating between themselves.
Source retrieved 2026-10-03
- SkipCalls Yes
A supervising model runs alongside the conversational agent on the same live call, and paid tiers allow three to ten separate agents on one account.
Source retrieved 2026-09-26
- Spiich Qualified
The assistant can fan research out to parallel sub-agents, but those helpers are read-only and stateless, so several agents do not jointly write or coordinate a task.
Source retrieved 2026-09-15
- StackAI Yes
Subflow Tools let one orchestrating agent call other agents as named specialists, in parallel or in sequence, each with its own workflow and output node.
Source retrieved 2026-09-09
- Synthflow Yes
Subflows act as specialised agents that a parent flow triggers for individual tasks.
Source retrieved 2026-09-03
- TecAdRise Qualified
Several specialised agents run side by side in one Agent-OS workspace with separate tools and memory, but no page describes agents delegating to each other or coordinating on a single task.
Source retrieved 2026-09-12
- Telnyx Voice AI Agents Yes
A handoff tool passes one live conversation between specialist assistants sharing context, and remote A2A agents plus multi-participant calls extend that beyond a single Telnyx assistant.
Source retrieved 2026-09-09
- UiPath Agent Builder Yes
Two separate mechanisms: an agent can add another published agent as a tool and chain capabilities, and Maestro coordinates several agents, robots and people across one BPMN process.
Source retrieved 2026-09-03
- Undermind Qualified
Undermind is the research layer another agent orchestrates over MCP; it does not advertise several Undermind agents coordinating on one task.
Source retrieved 2026-09-03
- Unify Qualified
Agents are composable steps inside a Play rather than peers negotiating a task; multi-step agents research, qualify and personalise.
Source retrieved 2026-09-03
- Vapi Yes
Squads route one conversation across several specialised assistants with context-preserving handoffs.
Source retrieved 2026-09-03
- Vecbase Yes
Agents delegate sub-tasks to each other inside one workspace; the Plus plan lists multi-agent workflows as included.
Source retrieved 2026-09-03
- Vellum Yes
The assistant fans work out to several background subagents at once, each with a researcher, builder or advisor role, though subagents cannot themselves spawn subagents.
Source retrieved 2026-09-27
- Warmly Yes
Inbound Agent and TAM Agent coordinate through one Context Graph; the top plan adds unlimited AI Studio agents plus an Autopilot agent.
Source retrieved 2026-09-03
- Warp Yes
One agent spawns and coordinates children, which may run a different harness than the parent; orchestrations are one level deep and require approval before launch.
Source retrieved 2026-09-03
- Webhound Qualified
Chains run several research and extraction steps in sequence, each consuming the previous step's output, which is orchestration of stages rather than several agents coordinating concurrently on one task.
Source retrieved 2026-09-27
- Zed Yes
A parent agent can delegate to subagents with their own context windows, and separate threads run concurrently, optionally isolated in their own Git worktrees.
Source retrieved 2026-09-29
- Zencoder Yes
Several agents run at once in separate Git worktrees, and a single workflow can hand planning, implementation and review to different agents and models.
Source retrieved 2026-09-09
- Zendesk AI agents Qualified
Admins can build many task-scoped custom agents alongside the channel AI agents, but Zendesk does not describe several agents coordinating on one task.
- zot Yes
Swarm runs several agents at once as separate processes, each with its own model loop and session, and they share one working directory with no per-agent branch isolation.
Source retrieved 2026-09-28
- ZTABS Yes
Multi-agent orchestration is a named capability, with specialised research, analysis and action agents built on LangChain, CrewAI and custom orchestration layers.
Source retrieved 2026-09-25
The population
143 listings in this index are Published. This is the population as of 2026-10-03. 143 of the 143 published listings in this index carry a settled answer for “Multi-agent”. That row asks: Can it run several agents on one task? Every listing in the index is settled on this row, so nothing is left out.
Findings
-
80 of the 143 settled listings answer “Yes” for “Multi-agent”. That is 56% of the settled set.
-
33 of the 143 settled listings answer “Qualified” for “Multi-agent”. That is 23% of the settled set.
-
14 of the 143 settled listings answer “No” for “Multi-agent”. That is 10% of the settled set.
-
4 of the 143 settled listings answer “Does not apply” for “Multi-agent”. That is 3% of the settled set.
-
12 of the 143 settled listings answer “Not established” for “Multi-agent”. That is 8% of the settled set.
1 of those yes answers is OpenCode, which still answers yes for “Multi-agent”. Its listing carries the stored answer and links to the source recorded for it. This is one worked example, not an independent audit of every source in the census.
What we counted, and how
Each figure above is a count over the “Multi-agent” row of the listing datasheet, taken from the same stored answer the listing page renders. The denominator is the 143 listings whose answer is settled, meaning one of yes, qualified, no, does not apply, not established. On this row that is the whole index, because every listing has a recognised stored answer. Every number here is stored with the read-only query that reproduces it and re-run every sixty seconds against the live corpus, so a figure that stops reproducing surfaces as drift rather than as a stale sentence nobody notices. Our full method covers how a datasheet row is settled in the first place.
Limitations
This counts stored datasheet answers, not independently tested capabilities. A sourced answer can record a vendor statement or our reading of published evidence; this census does not re-fetch those sources. “Not established” means we have not established an answer. That can reflect vendor nondisclosure, blocked evidence, or unfinished research, not a no. An absent or unrecognised answer is excluded rather than treated as a researched finding. The figures are restated when the stored corpus changes; the date above is the count used for this published version, not a new verification of the vendors.
Get the next report
New agents rankings and fresh data reports. One short email, one-click unsubscribe.