Alternatives

Rig alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Rig

โš™๏ธ๐Ÿฆ€ Build modular and scalable LLM Applications in Rust

100
Quality
100
Trust
7.6K
Stars
#1

Bisheng

Similarity 127Trust 100Excellent 100

BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more.

11K starsJun 9, 2026 pushdevelopmentTypeScriptLLMOps
$ npx skills add dataelement/bisheng
#2

Coze Loop

Similarity 126Trust 100Excellent 100

Next-generation AI Agent Optimization Platform: Cozeloop addresses challenges in AI agent development by providing full-lifecycle management capabilities from development, debugging, and evaluation to monitoring.

5.5K starsJun 6, 2026 pushdevelopmentGoLLMOps
$ npx skills add coze-dev/coze-loop
#3

Langwatch

Similarity 125Trust 100Excellent 100

The platform for LLM evaluations and AI agent testing

3.3K starsJun 6, 2026 pushdevelopmentTypeScriptLLMOps
$ npx skills add langwatch/langwatch
#4

AGiXT

Similarity 125Trust 100Excellent 100

AGiXT is a dynamic AI Agent Automation Platform that seamlessly orchestrates instruction management and complex task execution across diverse AI providers. Combining adaptive memory, smart features, and a versatile plugin system, AGiXT delivers efficient and comprehensive AI solutions.

3.2K starsJun 2, 2026 pushdevelopmentPythonLLMOps
$ npx skills add Josh-XT/AGiXT
#5

Plano

Similarity 124Trust 100Excellent 100

Plano is an AI-native proxy and data plane for agentic apps โ€” with built-in orchestration, safety, observability, and smart LLM routing so you stay focused on your agents core logic.

6.6K starsJun 9, 2026 pushdevelopmentRustLLMOps
$ npx skills add katanemo/plano
#6

Burr

Similarity 124Trust 100Excellent 100

Build applications that make decisions (chatbots, agents, simulations, etc...). Monitor, trace, persist, and execute on your own infrastructure.

2.0K starsJun 6, 2026 pushdevelopmentPythonLLMOps
$ npx skills add apache/burr
#7

Mlflow

Similarity 120Trust 100Excellent 100

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 5, 2026 pushdevelopmentPythonLLMOps
$ npx skills add mlflow/mlflow
#8

Promptfoo

Similarity 120Trust 100Excellent 100

Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.

22K starsJun 9, 2026 pushdevelopmentTypeScriptLLMOps
$ npx skills add promptfoo/promptfoo
#9

Opik

Similarity 120Trust 100Excellent 100

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

19K starsJun 5, 2026 pushdevelopmentPythonLLMOps
$ npx skills add comet-ml/opik
#10

Metaflow

Similarity 119Trust 100Excellent 100

Build, Manage and Deploy AI/ML Systems

10K starsJun 5, 2026 pushdevelopmentPythonLLMOps
$ npx skills add Netflix/metaflow
#11

Evidently

Similarity 118Trust 100Excellent 100

Evidently is โ€‹โ€‹an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

7.6K starsMay 2, 2026 pushdevelopmentJupyter NotebookLLMOps
$ npx skills add evidentlyai/evidently
#12

Helicone

Similarity 118Trust 100Excellent 100

๐ŸงŠ Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 ๐Ÿ“

5.8K starsMay 18, 2026 pushdevelopmentTypeScriptLLMOps
$ npx skills add Helicone/helicone
#13

Zenml

Similarity 118Trust 100Excellent 100

ZenML ๐Ÿ™: One AI Platform from Pipelines to Agents. https://zenml.io.

5.4K starsJun 7, 2026 pushdevelopmentPythonLLMOps
$ npx skills add zenml-io/zenml
#14

Giskard Oss

Similarity 118Trust 100Excellent 100

๐Ÿข Open-Source Evaluation & Testing library for LLM Agents

5.4K starsJun 5, 2026 pushdevelopmentPythonLLMOps
$ npx skills add Giskard-AI/giskard-oss
#15

Llm Twin Course

Similarity 117Trust 100Excellent 100

๐Ÿค– ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป for ๐—ณ๐—ฟ๐—ฒ๐—ฒ how to ๐—ฏ๐˜‚๐—ถ๐—น๐—ฑ an end-to-end ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐—ผ๐—ป-๐—ฟ๐—ฒ๐—ฎ๐—ฑ๐˜† ๐—Ÿ๐—Ÿ๐—  & ๐—ฅ๐—”๐—š ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ using ๐—Ÿ๐—Ÿ๐— ๐—ข๐—ฝ๐˜€ best practices: ~ ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ ๐˜ค๐˜ฐ๐˜ฅ๐˜ฆ + 12 ๐˜ฉ๐˜ข๐˜ฏ๐˜ฅ๐˜ด-๐˜ฐ๐˜ฏ ๐˜ญ๐˜ฆ๐˜ด๐˜ด๐˜ฐ๐˜ฏ๐˜ด

4.4K starsApr 20, 2026 pushdevelopmentPythonLLMOps
$ npx skills add decodingai-magazine/llm-twin-course
#16

Lmnr

Similarity 117Trust 100Excellent 100

Laminar - open-source observability platform purpose-built for AI agents. YC S24.

3.0K starsJun 6, 2026 pushdevelopmentTypeScriptLLMOps
$ npx skills add lmnr-ai/lmnr

How 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 Rig 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.