Alternatives

Opsrobot alternatives for AI agents.

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

Current skill

Opsrobot

Observability platform for Digital Employee, providing real-time tracing, session insights, and cost analysis for multi-agent workflows

68
Quality
78
Trust
136
Stars
#1

Airflow

Similarity 119Trust 90Excellent 100

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

46K starsJun 20, 2026 pushdata-analysisPythonETL
$ npx skills add apache/airflow
#2

Pathway

Similarity 119Trust 87Excellent 100

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

63K starsJul 2, 2026 pushdata-analysisPythonETL
$ npx skills add pathwaycom/pathway
#3

Connect

Similarity 115Trust 84Excellent 94

Fancy stream processing made operationally mundane

8.7K starsJun 19, 2026 pushdata-analysisGoETL
$ npx skills add redpanda-data/connect
#4

Grafana

Similarity 105Trust 89Excellent 100

The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.

74K starsJun 15, 2026 pushdata-analysisTypeScriptBI
$ npx skills add grafana/grafana
#5

Redash

Similarity 105Trust 90Excellent 100

Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

29K starsJun 14, 2026 pushdata-analysisPythonBI
$ npx skills add getredash/redash
#6

Reflex

Similarity 104Trust 88Excellent 100

πŸ•ΈοΈ Web apps in pure Python 🐍

29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex
#7

Metabase

Similarity 104Trust 85Excellent 100

The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart:

48K starsJun 30, 2026 pushdata-analysisClojureBI
$ npx skills add metabase/metabase
#8

Airbyte

Similarity 104Trust 88Excellent 100

Open-source data movement for ELT pipelines and AI agents β€” from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

22K starsAug 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add airbytehq/airbyte
#9

Goaccess

Similarity 104Trust 87Excellent 100

GoAccess is a real-time web log analyzer and interactive viewer that runs in a terminal in *nix systems or through your browser.

21K starsAug 5, 2026 pushdata-analysisCData Analysis
$ npx skills add allinurl/goaccess
#10

Debezium

Similarity 103Trust 88Excellent 100

Change data capture for a variety of databases. Please log issues at https://github.com/debezium/dbz/issues.

13K starsJun 12, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add debezium/debezium
#11

CyberChef

Similarity 103Trust 90Excellent 100

The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis

35K starsJun 13, 2026 pushdata-analysisJavaScriptData Analysis
$ npx skills add gchq/CyberChef
#12

Drawdb

Similarity 103Trust 87Excellent 100

Free, simple, and intuitive online database diagram editor and SQL generator.

37K starsJun 20, 2026 pushdata-analysisJavaScriptSQL
$ npx skills add drawdb-io/drawdb
#13

Knex

Similarity 102Trust 88Excellent 100

A query builder for PostgreSQL, MySQL, CockroachDB, SQL Server, SQLite3 and Oracle, designed to be flexible, portable, and fun to use.

20K starsJun 17, 2026 pushdata-analysisJavaScriptSQL
$ npx skills add knex/knex
#14

Plotly.Js

Similarity 102Trust 88Excellent 100

Open-source JavaScript charting library behind Plotly and Dash

18K starsJun 16, 2026 pushdata-analysisJavaScriptData Visualization
$ npx skills add plotly/plotly.js
#15

Apexcharts.Js

Similarity 100Trust 85Excellent 98

πŸ“Š Interactive JavaScript Charts built on SVG

15K starsJun 11, 2026 pushdata-analysisJavaScriptData Visualization
$ npx skills add apexcharts/apexcharts.js
#16

C3

Similarity 100Trust 87Excellent 99

:bar_chart: A D3-based reusable chart library

9.3K starsJun 11, 2026 pushdata-analysisJavaScriptData Visualization
$ npx skills add c3js/c3

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 Opsrobot 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.