Run AI 
Agents Reliably, At Scale
FirstMCP
  -Integrated Cloud Sandboxes for Secure Code Execution

Seamlessly connect your MCP clients to isolated cloud sandboxes — purpose-built to execute AI-generated code and handle files securely.

AI-Driven Data Analysis

Enable agents to securely process internal datasets for insights, with built-in access control and output tracing.

Generative Data Visualization

Render AI-generated dashboards and visuals, inside isolated and auditable environments.

Secure Virtual Desktop Agents

Grant agents access to browser or UI automation inside isolated desktop-like environments for testing and simulation.

AI-Driven Data Analysis

Enable agents to securely process internal datasets for insights, with built-in access control and output tracing.

Generative Data Visualization

Render AI-generated dashboards and visuals, inside isolated and auditable environments.

Secure Virtual Desktop Agents

Grant agents access to browser or UI automation inside isolated desktop-like environments for testing and simulation.

AI-Driven Data Analysis

Enable agents to securely process internal datasets for insights, with built-in access control and output tracing.

Generative Data Visualization

Render AI-generated dashboards and visuals, inside isolated and auditable environments.

Secure Virtual Desktop Agents

Grant agents access to browser or UI automation inside isolated desktop-like environments for testing and simulation.

AI-Driven Data Analysis

Enable agents to securely process internal datasets for insights, with built-in access control and output tracing.

Generative Data Visualization

Render AI-generated dashboards and visuals, inside isolated and auditable environments.

Secure Virtual Desktop Agents

Grant agents access to browser or UI automation inside isolated desktop-like environments for testing and simulation.

Stateful Agents & Multi-Stage Tasks

Support complex workflows across multiple agent steps, with persistent memory and event-triggered reactivation.

DevOps, GitOps & CI Integration

Let agents interact with Git, execute pipelines, and automate deployment in controlled, reviewable sessions.

LLM Evaluation & Fine-Tuning

Evaluate code generation quality, test prompts, and assess autonomous behavior — at scale and in isolation.

Stateful Agents & Multi-Stage Tasks

Support complex workflows across multiple agent steps, with persistent memory and event-triggered reactivation.

DevOps, GitOps & CI Integration

Let agents interact with Git, execute pipelines, and automate deployment in controlled, reviewable sessions.

LLM Evaluation & Fine-Tuning

Evaluate code generation quality, test prompts, and assess autonomous behavior — at scale and in isolation.

Stateful Agents & Multi-Stage Tasks

Support complex workflows across multiple agent steps, with persistent memory and event-triggered reactivation.

DevOps, GitOps & CI Integration

Let agents interact with Git, execute pipelines, and automate deployment in controlled, reviewable sessions.

LLM Evaluation & Fine-Tuning

Evaluate code generation quality, test prompts, and assess autonomous behavior — at scale and in isolation.

Stateful Agents & Multi-Stage Tasks

Support complex workflows across multiple agent steps, with persistent memory and event-triggered reactivation.

DevOps, GitOps & CI Integration

Let agents interact with Git, execute pipelines, and automate deployment in controlled, reviewable sessions.

LLM Evaluation & Fine-Tuning

Evaluate code generation quality, test prompts, and assess autonomous behavior — at scale and in isolation.

Key Features

Security, Speed, and Scale — All in One Platform

0ms
✔ Preflight checks.
✔ Verifying framework. Found Next.js.
✔ Validating Tailwind CSS.
✔ Validating import alias.
✔ Writing components.json.
✔ Checking registry.
✔ Updating tailwind.config.ts
✔ Updating app/globals.css
✔ Installing dependencies.
ℹ Updated 1 file:- lib/utils.ts
LLM Evaluation & Fine-Tuning
Storage persistence
Stream output
Time to run the task

Instant Startup

Cold-start latency as low as 100ms. Sandboxes are deployed in-region for maximum speed.

Enterprise-Grade Security

Backed by lightweight VMs (e.g. Firecracker) with SOC2 and GDPR compliance built-in — battle-tested for running untrusted AI code.

Stateful Execution

Support for long-running tasks with snapshot recovery, storage persistence, and streaming output.

图片
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MCP-Powered Cloud Sandboxes

Connect with your MCP clients to run code and process files in a secure cloud sandbox.

Private Deployment

Deploy in your own cloud (AWS, GCP, on-prem) with full compliance and network isolation.

Model & Language Agnostic

Supports any LLM or runtime — from Python to TypeScript, from codegen to control agents.

Use Cases for Enterprise AI

Built for AI-Native Infrastructure. Trusted by Enterprise.

Secure Enterprise Code Execution

Enable LLMs to write and run code safely in finance, healthcare, or government scenarios.

Agent-Driven DevOps Automation

Deploy self-healing, self-executing agents that operate in secure environments across your CI/CD flow.

Large-Scale Model Evaluation

Scale your eval benchmarks with isolated, reproducible sandboxes and real-time monitoring.

Agent Runtime Core for AI Products

Use the sandbox as the execution backbone for your AI-native apps, copilots, or autonomous systems.

import{ Swarm, Agent }from'ai-agent-sdk';
const client = new Swarm()
const transferToAgentB = (): Agent => {
return agentB;
};
const agentA = new Agent({
name: "Agent A",
instructions: "You are a helpful agent.",
functions: [transferToAgentB],
});
const agentB = new Agent({
name: "Agent B",
instructions: "Only speak in Haikus.",
});

AgentSphere

Why This Platform?

Built for AI-First Infrastructure
Designed from the ground up for agentic use cases, with secure isolation, real-time output, and persistent workflows.
Secure, Auditable, Transparent
Every execution is isolated, logged, and reviewable. Designed for enterprises that demand control.
Scales to Fit
From pilot teams to global rollouts. Flexible plans, bursting compute, and usage-based pricing.
Enterprise-Grade SLAs
Multi-region deployments, VPC peering, identity controls, and compliance-ready options.