dstack — Agent Tool by dstackai

by dstackai · Agent Tool · ★ 2.1k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

About dstack

is a unified control plane for GPU provisioning and orchestration that works with any GPU cloud, Kubernetes, or on-prem clusters. It streamlines development, training, and inference, and is compatible with any hardware, open-source tools, and frameworks. Accelerators supports , , , , and accelerators out of the box. Latest news ✨ [2025/12] dstack 0.20.0: Fleet-first UX, Events, and more [2025/11] dstack 0.19.38: Routers, SGLang Model Gateway integration [2

agent-skillsagentic-orchestrationamdcloudcontainersdockerfine-tuninggpuinferencek8s

Quick Facts

Stars2,129
Forks224
LanguagePython
CategoryAgent Tool
LicenseMPL-2.0
Quality Score50.268/100
Open Issues72
Last Updated2026-05-05
Created2022-01-04
Platformsdocker, k8s, python
Est. Tokens~8173k

Compatible Skills

These tools work well together with dstack for enhanced workflows:

  • Kiln — semantic(0.16)+complementary+rare_topics+same_lang+similar_pop+shared_platform (55%)
  • kubernetes-mcp-server — semantic(0.23)+complementary+rare_topics+similar_pop+shared_platform (53%)
  • unsloth-buddy — semantic(0.23)+complementary+rare_topics+same_lang+shared_platform (52%)
  • kubefwd — semantic(0.22)+complementary+rare_topics+similar_pop+shared_platform (52%)
  • kubectl-mcp-server — semantic(0.18)+complementary+same_lang+similar_pop+shared_platform (51%)

dstack alternative? Top 6 similar tools

Looking for a dstack alternative? If you're comparing dstack with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • Kiln by Kiln-AI · ⭐ 4.8k

    Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation,

  • mcp-context-forge by IBM · ⭐ 3.7k

    An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified e

  • prompttools by hegelai · ⭐ 3.0k

    Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and

  • ICLR2025-Papers-with-Code by yinizhilian · ⭐ 558

    历年ICLR论文和开源项目合集，包含ICLR2021、ICLR2022、ICLR2023、ICLR2024、ICLR2025.

  • awesome-llms-fine-tuning by Curated-Awesome-Lists · ⭐ 505

    Explore a comprehensive collection of resources, tutorials, papers, tools, and best practices for fine-tuning

  • hive by aden-hive · ⭐ 10.2k

    Multi-Agent Harness for Production AI

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Frequently Asked Questions

What is dstack?

dstack is Vendor-agnostic orchestration for training, inference and agentic workloads across NVIDIA, AMD, TPU, and Tenstorrent on clouds, Kubernetes, and bare metal.. It is categorized as a Agent Tool with 2.1k GitHub stars.

What programming language is dstack written in?

dstack is primarily written in Python. It covers topics such as agent-skills, agentic-orchestration, amd.

How do I install or use dstack?

You can find installation instructions and usage details in the dstack GitHub repository at github.com/dstackai/dstack. The project has 2.1k stars and 224 forks, indicating an active community.

What license does dstack use?

dstack is released under the MPL-2.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to dstack?

The top alternatives to dstack on Agent Skills Hub include Kiln, mcp-context-forge, prompttools. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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