MeshAgent: the operating layer for agentic AI

MeshAgent is the operating layer that makes production agentic applications possible, with secure Rooms for real-time collaboration between humans and agents, enterprise-grade deployment options, and end-to-end observability, everything you need to ship quickly, securely, and with confidence.

Build faster
Ship multiplayer agentic AI in a fraction of the time with MeshAgent Rooms, shared spaces that unify humans, agents, tools, and data in one live context.
Integrate your stack
Stay agile in a fast-changing AI landscape, connect any LLM, bring existing agents and tools, and integrate with the APIs and services you already use.
Deploy with ease
Go from prototype to production without infrastructure overhead by deploying agents and tools as managed services with automatic lifecycle management.
Secure by design
Protect data and actions with Room-level isolation and fine-grained permissions over who can join, what they can see, and which operations they can perform.
Scale on demand
Handle new agents, users, and workloads without re-architecting. Rooms provision on demand and scale automatically as your usage grows.
Monitor what matters
Debug faster, evaluate performance, control costs, and prove compliance with built-in logs, traces, and metrics tied to every Room.

Agentic applications need an operating layer that didn’t exist—until now

Most organizations are still experimenting with agents and trying to figure out how to run them at scale. When teams move beyond demos, they quickly hit the same problem: there’s no operating layer for where agents run, how they access data, and how their actions are governed.

MeshAgent provides that operating layer with Rooms, secure, scalable workspaces where humans, agents, and tools share context in real time with fine-grained permissions and built-in observability.

Collaborate in real time rooms

MeshAgent Rooms are secure, on-demand workspaces where humans, agents, and tools share context and collaborate in real time.

You control who can join and what they can access.

MeshAgent enforces permissions and automatically logs activity so collaboration happens in one governed space.

Unlock multiplayer AI

Multiplayer AI depends on shared context. MeshAgent Rooms keep messages, documents, and application state synchronized in real time, so every participant, human and agent, works from the same source of truth.

Access built-in infrastructure

Each Room exposes APIs for storage, database, messaging, queues, secrets, and containers so agents, humans, and your applications can read and write data, exchange files, and run tasks without extra infrastructure.

Operate agents in production

Run chat agents, voice agents, background workers, and multi-agent systems on MeshAgent.

Build native agents with MeshAgent SDKs, bring agents from other frameworks, or connect external tools and services to Rooms.

Most organizations are still experimenting with agents and trying to figure out how to run them at scale. When teams move beyond demos, they quickly hit the same problem: there’s no operating layer for where agents run, how they access data, and how their actions are governed.

MeshAgent provides that operating layer with Rooms, secure, scalable workspaces where humans, agents, and tools share context in real time with fine-grained permissions and built-in observability.

Collaborate in real time rooms

MeshAgent Rooms are secure, on-demand workspaces where humans, agents, and tools share context and collaborate in real time.

You control who can join and what they can access.

MeshAgent enforces permissions and automatically logs activity so collaboration happens in one governed space.

Unlock multiplayer AI

Multiplayer AI depends on shared context. MeshAgent Rooms keep messages, documents, and application state synchronized in real time, so every participant, human and agent, works from the same source of truth.

Access built-in infrastructure

Each Room exposes APIs for storage, database, messaging, queues, secrets, and containers so agents, humans, and your applications can read and write data, exchange files, and run tasks without extra infrastructure.

Operate agents in production

Run chat agents, voice agents, background workers, and multi-agent systems on MeshAgent.

Build native agents with MeshAgent SDKs, bring agents from other frameworks, or connect external tools and services to Rooms.

Why teams choose MeshAgent

rooms
security
integration
observability
scale
distribution

Accelerate time to market

MeshAgent gives teams one place to build, run, and manage agents, so you can go from prototype to production in days instead of months.

rooms
security
integration
observability
scale
distribution

Mitigate risk with enterprise controls

Fine-grained permissions, end to end observability, and SOC 2 compliance give you the security and control enterprise AI demands.

rooms
security
integration
observability
scale
distribution

Build with the tools your team knows

MeshAgent offers SDKs across popular languages and works with existing agent frameworks, models, and tools.

rooms
security
integration
observability
scale
distribution

Build or bring your own agents

Build MeshAgent-native agents or bring agents from existing frameworks. Use MeshAgent Studio to test with your team, gather feedback, and refine behavior before going live.

rooms
security
integration
observability
scale
distribution

Control cost and understand impact

Every interaction, token, and tool call, is automatically metered and tied to specific agents, tools, and Rooms.

rooms
security
integration
observability
scale
distribution

Share agents fast with Powerboards

Powerboards is an open-source, AI-native app built on MeshAgent. Use it to share agents instantly with a ready-made interface, or tailor it to your audience's needs.

rooms

Accelerate time to market

MeshAgent gives teams one place to build, run, and manage agents, so you can go from prototype to production in days instead of months.
security

Mitigate risk with enterprise controls

Fine-grained permissions, end to end observability, and SOC 2 compliance give you the security and control enterprise AI demands.
integration

Build with the tools your team knows

MeshAgent offers SDKs across popular languages and works with existing agent frameworks, models, and tools.
OBSERVABILITY

Build or bring your own agents

Build MeshAgent-native agents or bring agents from existing frameworks. Use MeshAgent Studio to test with your team, gather feedback, and refine behavior before going live.
scale

Control cost and understand impact

Every interaction, token, and tool call, is automatically metered and tied to specific agents, tools, and Rooms.
distribution

Share agents fast with Powerboards

Powerboards is an open-source, AI-native app built on MeshAgent. Use it to share agents instantly with a ready-made interface, or tailor it to your audience's needs.
Get started today