Best tools for deploying and hosting agents (2026)
Infrastructure for running agents in production: hosting, scaling and serverless runtimes. We list 24 tools for deploying and hosting agents below, each with a link-checked page, pricing as the maker states it and alternatives.
Updated
24 tools: 15 open source, 1 source-available, 2 free or freemium, 4 paid, usage-based or enterprise, 2 pricing on the maker's site.
LayerFS
LayerFS is a filesystem built for running many coding agents in parallel. Each agent mounts a complete, writable workspace on top of shared committed history, does its work, commits what it changed and goes away, so compute only exists while a command runs. Every tool call becomes a commit on a branch, same-file clashes between agents are refused rather than silently merged, each line records the step that wrote it, and any commit can be forked at no cost for recursive exploration or RL training. Agents on different computers share one serverless store with chunk-level deduplication.
Added
RocketRide
AI pipeline engine with a C++ core and 50+ Python nodes for building, debugging and deploying LLM workflows and agents from VS Code or the CLI.
Added
Agents CLI
Google's CLI and skills that teach coding assistants to build, evaluate and deploy agents on Google Cloud and the Gemini platform.
Added
FrontierAgent
Open-source agent runtime and terminal app for long-horizon research and file work, with single-agent ReAct and parallel agent-team modes.
Added
Atmosphere
Real-time AI agent runtime for the JVM that runs one agent class on Spring AI, LangChain4j and other backends with streaming, MCP, A2A and AG-UI.
Added
Notte
Browser infrastructure for AI agents: stealth cloud browsers with CAPTCHA solving and proxies, a Playwright-based framework and serverless automations.
Added
BaseAI
Web AI framework from Langbase for building AI agents with memory (RAG) and deploying them serverless.
Added
Tensorlake
Serverless runtime that gives agents MicroVM sandboxes and durable orchestration for long-running background jobs.
Added
Bland AI
Enterprise voice AI platform for building, deploying and monitoring phone agents with self-hosted models.
Added
Freeday
Enterprise AI agent platform that deploys agents to handle complete business workflows, with outcome-based pricing.
Added
Outverse
Governed platform for deploying AI agents across enterprise service workflows and channels, connected to your systems.
Added
Bubbaloop
Kornia's open-source single-binary agent runtime with an MCP server that orchestrates cameras, sensors and robots on Jetson, Raspberry Pi or Linux through chat.
Added
Sim Studio
Workspace for visually building, deploying and monitoring AI agents and workflows.
Added
Google ADK
Google's Agent Development Kit for building and deploying agents.
Added
Trigger.dev
Platform for building and deploying durable background AI agents and workflows in TypeScript.
Added
VoltAgent
TypeScript agent framework plus an engineering platform for building, observing and deploying AI agents.
Added
Nasiko
Open runtime for deploying and operating AI agents.
Added
Open Multi-Agent
Self-hosted TypeScript agent runtime with durable approvals and verifiable run records.
Added
Cloudflare Agents
Cloudflare's SDK for building and deploying stateful AI agents on Workers.
Added
ZenML
MLOps and agent platform for building pipelines and deploying agents.
Added
BetterClaw
Build and deploy AI agents without code on 28+ model providers or local LLMs, with 120+ app connectors, any MCP server and unlimited skills, running in Telegram, Slack, Discord and Gmail.
Added
ClawSimple
Managed OpenClaw and Hermes Agent hosting for Telegram bots.
Added
Modal
Serverless compute and sandboxes for AI workloads.
Added
Vapi
Platform for building and deploying phone voice agents.
Added
GitHub repos (17)
| Repo | GitHub stars | Licence | Last push |
|---|---|---|---|
| Sim Studio ↗ | 29,835 | Apache License 2.0 | 2026-10-21 |
| Google ADK ↗ | 21,826 | Apache License 2.0 | 2026-10-21 |
| RocketRide ↗ | 17,753 | MIT | 2026-10-20 |
| Trigger.dev ↗ | 16,558 | Apache License 2.0 | 2026-10-21 |
| VoltAgent ↗ | 10,819 | MIT | 2026-09-28 |
| Nasiko ↗ | 9,479 | Apache-2.0 | 2026-10-16 |
| Open Multi-Agent ↗ | 7,001 | MIT | 2026-10-20 |
| Agents CLI ↗ | 6,137 | Apache License 2.0 | 2026-10-20 |
| Cloudflare Agents ↗ | 5,841 | MIT | 2026-10-20 |
| ZenML ↗ | 5,616 | Apache License 2.0 | 2026-10-14 |
| FrontierAgent ↗ | 5,312 | — | 2026-10-14 |
| Atmosphere ↗ | 3,820 | — | 2026-10-21 |
| Notte ↗ | 2,040 | — | 2026-10-21 |
| LayerFS ↗ | 1,289 | — | — |
| BaseAI ↗ | 1,286 | — | 2026-05-16 |
Top 15 of 17 by stars. Stars and licence come from each repo, checked when the listing was last verified.
Related tasks
Popular with: AI engineers · DevOps and SRE engineers · Startup CTOs
Tools are matched to tasks by category, use cases and what each tool says it does. Missing one? Submit it free.