Alternatives

Evidently alternatives for AI agents.

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

Current skill

Evidently

Evidently is ​​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.

100
Quality
89
Trust
7.6K
Stars
#1

Opik

Similarity 118Trust 90Excellent 100

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

20K starsJun 25, 2026 pushdevelopmentPythonLLMOps
$ npx skills add comet-ml/opik
#2

BentoML

Similarity 117Trust 89Excellent 100

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 22, 2026 pushdevelopmentPythonLLMOps
$ npx skills add bentoml/BentoML
#3

Rig

Similarity 116Trust 88Excellent 100

⚙️🦀 Build modular and scalable LLM Applications in Rust

8.1K starsAug 2, 2026 pushdevelopmentRustLLMOps
$ npx skills add 0xPlaygrounds/rig
#4

Openllmetry

Similarity 116Trust 89Excellent 100

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

7.2K starsJun 28, 2026 pushdevelopmentPythonLLMOps
$ npx skills add traceloop/openllmetry
#5

Mlflow

Similarity 111Trust 90Excellent 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.

27K starsJun 25, 2026 pushdevelopmentPythonLLMOps
$ npx skills add mlflow/mlflow
#6

Langfuse

Similarity 110Trust 87Excellent 100

🪢 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 20, 2026 pushdevelopmentTypeScriptLLMOps
$ npx skills add langfuse/langfuse
#7

OpenLLM

Similarity 109Trust 88Excellent 100

Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.

12K starsJun 22, 2026 pushdevelopmentPythonLLMOps
$ npx skills add bentoml/OpenLLM
#8

Metaflow

Similarity 109Trust 88Excellent 100

Build, Manage and Deploy AI/ML Systems

10K starsJun 13, 2026 pushdevelopmentPythonLLMOps
$ npx skills add Netflix/metaflow
#9

Phoenix

Similarity 108Trust 84Excellent 99

AI Observability & Evaluation

10K starsJun 26, 2026 pushdevelopmentPythonLLMOps
$ npx skills add Arize-ai/phoenix
#10

Marketingskills

Similarity 97Trust 92Excellent 100

Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.

41K starsJul 16, 2026 pushdevelopmentJavaScriptClaude Code
$ npx skills add coreyhaines31/marketingskills
#11

System Prompts And Models Of AI Tools

Similarity 97Trust 90Excellent 100

FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI, VSCode Agent, Warp.dev, Windsurf, Xcode, Z.ai Code, Dia & v0. (And other Open Sourced) System Prompts, Internal Tools & AI Models

141K starsJun 12, 2026 pushdevelopmentClaude CodeCursor
$ npx skills add x1xhlol/system-prompts-and-models-of-ai-tools
#12

Codegraph

Similarity 97Trust 90Excellent 100

Pre-indexed code knowledge graph for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, and Hermes Agent — fewer tokens, fewer tool calls, 100% local

54K starsJun 24, 2026 pushdevelopmentTypeScriptClaude Code
$ npx skills add colbymchenry/codegraph
#13

Caveman

Similarity 97Trust 88Excellent 100

🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

91K starsJul 3, 2026 pushdevelopmentJavaScriptClaude Code
$ npx skills add JuliusBrussee/caveman
#14

Career Ops

Similarity 97Trust 88Excellent 100

AI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch processing.

60K starsJul 13, 2026 pushdevelopmentJavaScriptClaude Code
$ npx skills add santifer/career-ops
#15

Awesome Claude Code

Similarity 97Trust 88Excellent 100

A curated list of awesome skills, hooks, slash-commands, agent orchestrators, applications, and plugins for Claude Code by Anthropic

50K starsJul 11, 2026 pushdevelopmentPythonClaude Code
$ npx skills add hesreallyhim/awesome-claude-code
#16

Claude Hud

Similarity 97Trust 89Excellent 100

A Claude Code plugin that shows what's happening - context usage, active tools, running agents, and todo progress

27K starsJul 16, 2026 pushdevelopmentJavaScriptClaude Code
$ npx skills add jarrodwatts/claude-hud

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 Evidently 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.