Use Cases

Run Browser Automation Through Chrome-devtools-mcp

1 project

Run Browser Automation Without Playwright Or Puppeteer

1 project

Run Browser-based Agents

1 project

Run Browser-native 3D Agent Experiences Without Server Uploads Or Plugins

1 project

Run Browsers, Ffmpeg Or Python Scripts Inside Agent Tasks

1 project

Run Builds And Tests In Sandboxes

1 project

Run Built-in Evals With Pass@k Metrics

1 project

Run Bulk Extraction Jobs With Cursors And Csv/xlsx/pdf Exports

1 project

Run CI Integration Tests Against Real Response Shapes With No Secrets Or Network

1 project

Run CI Without Api Keys Or Surprise Bills

1 project

Run Cad Builds Headlessly In CI With Isolated Build Directories

1 project

Run Causal Patch Sweeps, Ablation And Steering Interventions

1 project

Run Chaos Engineering Experiments

1 project

Run Chat And Autonomous Agents On Desktop

1 project

Run Chat And Coding Models Offline On Gpu Or Npu

1 project

Run Chat And Text Completion Against Locally Hosted Llms

1 project

Run Chat And Text Completion Apis

1 project

Run Checks After Agent Edits With Claude Code Hooks

1 project

Run Claude Code / Codex / Opencode Clis As Persistent Headless Sessions

1 project

Run Claude Code And Codex Agents As A Coordinated Team

1 project

Run Claude Code From A Usb Drive Without Installation

1 project

Run Claude Code In CI And Scripted Workflows

1 project

Run Claude Code Sessions In A Desktop Gui

1 project

Run Claude Code With Free Or Subscription Models Via A Local Proxy

1 project

Run Claude Code, Codex And Other Acp Agents Side By Side On One Codebase

1 project

Run Claude Code, Codex Cli, Gemini Cli Or Aider On Free Models

1 project

Run Claude Code, Codex Or Opencode Inside A Least-privilege Sandbox

1 project

Run Claude Code, Codex, Gemini Cli And Kimi Code From Declarative Yaml Workflows

1 project

Run Claude Code, Codex, Gemini Or Opencode Inside One Governed Console

1 project

Run Claude Code, Codex, Or Opencode Isolated Inside Workspaces

1 project

Run Cli Coding Agents For Daily Dev Work

1 project

Run Cli Commands For Create-db, Retrieve, Answer, And Explore Workflows

1 project

Run Clinical Nlp On Ios And Android

1 project

Run Code And Security Reviews

1 project

Run Code In Remote Or Cloud Sandboxes (datalayer, Colab, Kaggle, Modal, E2b, Day

1 project

Run Code-executing Agents

1 project

Run Codegen With Local Or Alternative Open Models

1 project

Run Codex Cli And Claude Code Sessions In A Desktop Workspace

1 project

Run Codex Coding Sessions Natively In The Browser With Live And Background Execu

1 project

Run Codex Tasks Without Spending Work Or Codex Quota

1 project

Run Codex, Claude Code, Hermes, Pi, Dsh Behind One Api

1 project

Run Coding Agents From A Desktop Workbench With File, Diff, Terminal And Trace P

1 project

Run Coding Agents In Isolated Project Environments

1 project

Run Coding Agents In Isolated Sandboxes

1 project

Run Coding Agents In Isolated Workspaces

1 project

Run Coding Agents In Parallel On Isolated Desktops

1 project

Run Coding Agents In Persistent Terminal Sessions

1 project

Run Coding Agents In Sandboxed Workspaces

1 project

Run Coding Agents Locally Through Cli Tools

1 project

Run Coding Agents Locally, In Docker, On Vms, Or In The Cloud

1 project

Run Coding Agents On Local Hardware Or Remote Vms

1 project

Run Coding Agents On Multiple Tasks In Parallel

1 project

Run Coding Agents On Remote Machines Or Vps Instances

1 project

Run Coding Agents On Self-hosted Infrastructure

1 project

Run Coding Agents Unattended Without Unconditional Authority

1 project

Run Coding Agents With Open-model Providers

1 project

Run Coding And Repo Tasks In An Agent Workspace

1 project

Run Coding Tasks Against A Project Workspace

1 project

Run Coding Tasks In CI With Structured Output

1 project

Run Coding Tasks On A Local Machine

1 project

Run Coding Tasks On A Self-hosted Server

1 project

Run Coding Tasks Through An Evidence-backed Agent Loop

1 project

Run Coding Tasks With A Patched Codex Cli That Mid-conversation Changes Effort

1 project

Run Coding-agent Sessions On Isolated Git Branches

1 project

Run Coding-agent Workflows In An Isolated Environment

1 project

Run Collaborative AI Agents For Company Teams

1 project

Run Comfyui With Local Models Through Ollama

1 project

Run Commands And Generate Documents Or Reports

1 project

Run Commands And Git Operations In A Controlled Workspace

1 project

Run Commands And Interactive Processes

1 project

Run Commands And Manage Files In An Isolated Workspace

1 project

Run Commands And Tests To Verify Code Changes

1 project

Run Commands In A Project

1 project

Run Company-aware Productivity Agents

1 project

Run Competitive Intelligence And Battlecard Research

1 project

Run Competitor Intelligence Analysis

1 project

Run Compilers, Tests And Project Tooling Through A Cloud Agent

1 project

Run Computer-use Agents With Provisioned Cua Runtimes On Macos/windows/linux

1 project

Run Concurrent Agent Pipelines

1 project

Run Concurrent Inference Requests

1 project

Run Concurrent Multi-agent Task Scheduling With A Rust Worker Pool

1 project

Run Concurrent Multi-agent Workloads Against One Working Tree

1 project

Run Config Validation In CI Via The Agnix Github Action

1 project

Run Configured Device Benchmarks

1 project

Run Connector Actions Over Http/openapi From Custom Clients

1 project

Run Connector Calls With Managed Credentials And Retry Handling

1 project

Run Console Commands, Ubt Builds And Automation Tests From An Llm

1 project

Run Container-first Agent Workflows

1 project

Run Content Assist And Type Info Queries At Code Positions

1 project

Run Crawls From Cli, Rest Api, Docker Or 14 Language Sdks

1 project

Run Cross-client Evaluations Of Mcp Integrations

1 project

Run Custom Device Commands Through Muse

1 project

Run Custom LM Agent Tasks From A Single Yaml Config

1 project

Run Cypher Queries Over The Code Graph

1 project

Run Dbt Commands Through An AI Client

1 project

Run Declarative Checkpointed Agent Workflows That Resume After Restart

1 project

Run Deep Research And Fact-checking Tasks

1 project

Run Deep Research Tasks Asynchronously With Job Polling

1 project

Run Deep Research With Report Generation And File Uploads

1 project

Run Deep-research Loops Across Provider Models

1 project