#1
Fancy stream processing made operationally mundane
8.7K starsJun 19, 2026 pushdata-analysisGoETL
$ npx skills add redpanda-data/connectAlternatives
Monstache alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Monstache
a go daemon that syncs MongoDB to Elasticsearch in realtime. you know, for search.
85
Quality
86
Trust
1.3K
Stars
#2
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
46K starsJun 20, 2026 pushdata-analysisPythonETL
$ npx skills add apache/airflow#3
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
63K starsJul 2, 2026 pushdata-analysisPythonETL
$ npx skills add pathwaycom/pathway#4
Universal command-line interface for SQL databases
10K starsJun 19, 2026 pushdata-analysisGoSQL
$ npx skills add xo/usql#5
A database migration tool. Supports SQL migrations and Go functions.
11K starsJun 20, 2026 pushdata-analysisGoSQL
$ npx skills add pressly/goose#6
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#7
CockroachDB — the cloud native, distributed SQL database designed for high availability, effortless scale, and control over data placement.
32K starsJun 16, 2026 pushdata-analysisGoSQL
$ npx skills add cockroachdb/cockroach#8
The lightweight, fault-tolerant database built on SQLite. Designed to keep your data highly available with minimal effort.
18K starsJun 21, 2026 pushdata-analysisGoSQL
$ npx skills add rqlite/rqlite#9
Generate type-safe code from SQL
18K starsJun 19, 2026 pushdata-analysisGoSQL
$ npx skills add sqlc-dev/sqlc#10
Go MySQL Driver is a MySQL driver for Go's (golang) database/sql package
15K starsJun 13, 2026 pushdata-analysisGoSQL
$ npx skills add go-sql-driver/mysql#11
Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.
21K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add airbytehq/airbyte#12
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#13
TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.
40K starsJun 20, 2026 pushdata-analysisGoSQL
$ npx skills add pingcap/tidb#14
Apache Beam is a unified programming model for Batch and Streaming data processing.
8.6K starsJun 20, 2026 pushdata-analysisJavaSQL
$ npx skills add apache/beam#15
Simple, Elastic-quality search for Postgres
8.9K starsJun 20, 2026 pushdata-analysisRustSQL
$ npx skills add paradedb/paradedb#16
The leader in Customer Data Infrastructure
7.0K starsJun 17, 2026 pushdata-analysisScalaData Pipeline
$ npx skills add snowplow/snowplowHow 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 Monstache 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.