#1
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
8.7K starsJun 3, 2026 pushdevelopmentPythonLLMOps
$ npx skills add bentoml/BentoMLAlternatives
Vllm Ascend alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Vllm Ascend
Community maintained hardware plugin for vLLM on Ascend
100
Quality
100
Trust
2.2K
Stars
#2
🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23
29K starsJun 12, 2026 pushdevelopmentTypeScriptLLMOps
$ npx skills add langfuse/langfuse#3
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
20K starsJun 12, 2026 pushdevelopmentPythonLLMOps
$ npx skills add comet-ml/opik#4
Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
12K starsJun 8, 2026 pushdevelopmentPythonLLMOps
$ npx skills add bentoml/OpenLLM#5
⚙️🦀 Build modular and scalable LLM Applications in Rust
7.6K starsJun 12, 2026 pushdevelopmentRustLLMOps
$ npx skills add 0xPlaygrounds/rig#6
Open-source observability for your GenAI or LLM application, based on OpenTelemetry
7.2K starsJun 11, 2026 pushdevelopmentPythonLLMOps
$ npx skills add traceloop/openllmetry#7
Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD, evaluation, and observability.
6.5K starsJun 11, 2026 pushdevelopmentPythonLLMOps
$ npx skills add GoogleCloudPlatform/agent-starter-pack#8
🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓
5.8K starsJun 11, 2026 pushdevelopmentTypeScriptLLMOps
$ npx skills add Helicone/helicone#9
🐢 Open-Source Evaluation & Testing library for LLM Agents
5.4K starsJun 12, 2026 pushdevelopmentPythonLLMOps
$ npx skills add Giskard-AI/giskard-oss#10
cube studio开源云原生一站式机器学习/深度学习/大模型AI平台，mlops算法链路全流程，算力租赁平台，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGPU虚拟化，边缘计算，标注平台自动化标注，deepseek等大模型sft微调/奖励模型/强化学习训练，vllm/ollama/mindie大模型多机推理，私有知识库，AI模型市场，支持国产cpu/gpu/npu 昇腾生态，支持RDMA，支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/ray/volcano等分布式
5.1K starsJun 10, 2026 pushdevelopmentPythonLLMOps
$ npx skills add tencentmusic/cube-studio#11
The platform for LLM evaluations and AI agent testing
3.3K starsJun 12, 2026 pushdevelopmentTypeScriptLLMOps
$ npx skills add langwatch/langwatch#12
🏕️ Reproducible development environment for humans and agents
2.2K starsMay 21, 2026 pushdevelopmentGoLLMOps
$ npx skills add tensorchord/envd#13
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
26K starsJun 12, 2026 pushdevelopmentPythonLLMOps
$ npx skills add mlflow/mlflow#14
Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view
16K starsFeb 11, 2026 pushdevelopmentPythonLLMOps
$ npx skills add raga-ai-hub/RagaAI-Catalyst#15
Build, Manage and Deploy AI/ML Systems
10K starsJun 11, 2026 pushdevelopmentPythonLLMOps
$ npx skills add Netflix/metaflow#16
AI Observability & Evaluation
10K starsJun 12, 2026 pushdevelopmentPythonLLMOps
$ npx skills add Arize-ai/phoenixHow to choose
When should you switch?
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Vllm Ascend if it already passes your workflow test and repository review.
Next step
Compare top candidates side by side
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.