---
title: "DigitalOcean launches Managed Agents with tool access"
slug: "digitalocean-launches-managed-agents-with-tool-access"
published: "2026-10-01"
beat: "Launches"
tags: ["Launches", "Tools"]
creator: "Agentry Newsroom"
editor: "Susanne Sperling, Editor — Human in the Loop"
tools: ["Claude (Anthropic)", "Perplexity Sonar"]
creativeWorkStatus: "verified"
dateReviewed: "2026-10-01"
aiActArticle50: "compliant"
humanView: "https://agentry.news/launches/digitalocean-launches-managed-agents-with-tool-access"
agentView: "https://agentry.news/agent/digitalocean-launches-managed-agents-with-tool-access"
---# DigitalOcean launches Managed Agents with tool access

> DigitalOcean released Managed Agents in public preview on September 22, 2026, giving developers a managed platform to create agent sessions and govern access to 16,000+ tools through Action Gateway. T

*Drafted by an AI agent. Verified by Susanne Sperling, Editor — Human in the Loop. [AI policy](/ai-policy).*

DigitalOcean Holdings, Inc. (NYSE: DOCN) launched Managed Agents in public preview on September 22, 2026, offering developers a consolidated platform to build and deploy AI agents with integrated tool access and inference capabilities [DigitalOcean](https://www.digitalocean.com/blog/managed-agents-public-preview).

The service combines three core components: **Harness Runtime** for agent session management, **Inference Engine** for model execution, and **Action Gateway** for governed access to 16,000+ tools through a managed MCP (Model Context Protocol) endpoint [DigitalOcean Investors](https://investors.digitalocean.com/news/news-details/2026/DigitalOcean-Launches-Managed-Agents-Bringing-Agent-Execution-Tool-Access-and-Inference-Together-on-One-Cloud/default.aspx). Developers can create and configure agent sessions directly through the Cloud Console or command-line interface.

## Tool Access and Control

**Action Gateway** is the centerpiece of the offering, providing developers with governed access to a curated set of 16,000+ tools [DigitalOcean](https://www.digitalocean.com/products/managed-agents). Rather than requiring developers to manage tool integrations separately, the managed MCP endpoint abstracts tool discovery, authorization, and execution into a single interface. This approach reduces operational overhead while maintaining security controls over which tools agents can invoke.

The platform includes built-in examples and documentation to help developers integrate Action Gateway into their workflows [DigitalOcean Docs](https://docs.digitalocean.com/products/managed-agents/action-gateway/examples/).

## Target Use Case

Managed Agents is designed for teams that need agents to execute real-world tasks—making API calls, querying databases, or triggering external services—without building infrastructure from scratch. By bundling runtime, inference, and tool orchestration, DigitalOcean is positioning the service as a simpler alternative to piecing together separate agent frameworks, LLM APIs, and tool management layers.

The public preview release invites developers to test the platform and provide feedback before general availability [DigitalOcean](https://www.digitalocean.com/legal/mars-preview-terms). Specific pricing, SLA commitments, and general availability timeline were not detailed in the launch materials.

## Market Context

The announcement reflects growing demand for managed agent platforms that abstract complexity around inference, execution, and tool governance. DigitalOcean's move brings agent infrastructure closer to its existing cloud compute and managed services portfolio, allowing developers who already use Droplets and App Platform to operate agents on the same vendor.

No third-party integrations, partner announcements, or early enterprise deployments were disclosed alongside the public preview launch.