Work with data stores
Find skills for SQL generation, database inspection, migration review, query optimization, and agent workflows around persistent data.
Builders choosing skills for inspect schemas and generate sql. Ranked from the OpenAgentSkill index using quality, trust, freshness, adoption, and install readiness.
Workflow
Inspect schemas
Workflow
Generate SQL
Workflow
Review migrations
A lightweight next-gen data explorer - Postgres, MySQL, SQLite, MongoDB, Redis, MariaDB, Elastic Search, and Clickhouse with Chat interface
Excellent quality, 4.9K stars, and a 31 use-case fit score.
$ npx skills add clidey/whodbAI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.
Excellent quality, 66K stars, and a 27 use-case fit score.
$ npx skills add safishamsi/graphifyCrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.
Excellent quality, 4.4K stars, and a 25 use-case fit score.
$ npx skills add crate/crateingestr is a CLI tool to copy data between any databases with a single command seamlessly.
Excellent quality, 3.7K stars, and a 24 use-case fit score.
$ npx skills add bruin-data/ingestrOpen-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.
Excellent quality, 21K stars, and a 23 use-case fit score.
$ npx skills add airbytehq/airbyteGive AI agents the context to query business data correctly through the open context layer that gives AI agents grounded, governed memory, context, SQL across 20+ data sources, that helps you build agentic GenBI, text-to-sql, dashboards, and agentic analytics.
Excellent quality, 16K stars, and a 23 use-case fit score.
$ npx skills add Canner/WrenAICloudNativePG is a comprehensive platform designed to seamlessly manage PostgreSQL databases within Kubernetes environments, covering the entire operational lifecycle from initial deployment to ongoing maintenance
Excellent quality, 8.8K stars, and a 22 use-case fit score.
$ npx skills add cloudnative-pg/cloudnative-pgPapermark is the open-source DocSend alternative with built-in analytics and custom domains.
Excellent quality, 8.5K stars, and a 22 use-case fit score.
$ npx skills add papermark/papermarkMariaDB server is a community developed fork of MySQL server. Started by core members of the original MySQL team, MariaDB actively works with outside developers to deliver the most featureful, stable, and sanely licensed open SQL server in the industry.
Excellent quality, 7.7K stars, and a 22 use-case fit score.
$ npx skills add MariaDB/server1000+ DevOps Bash Scripts - AWS, GCP, Kubernetes, Docker, CI/CD, APIs, SQL, PostgreSQL, MySQL, Hive, Impala, Kafka, Hadoop, Jenkins, GitHub, GitLab, BitBucket, Azure DevOps, TeamCity, Spotify, MP3, LDAP, Code/Build Linting, pkg mgmt for Linux, Mac, Python, Perl, Ruby, NodeJS, Golang, Advanced dotfiles: .bashrc, .vimrc, .gitconfig, .screenrc, tmux..
Excellent quality, 8.3K stars, and a 22 use-case fit score.
$ npx skills add HariSekhon/DevOps-Bash-toolsReady-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.
Excellent quality, 59K stars, and a 21 use-case fit score.
$ npx skills add pathwaycom/llm-appThe AI-native state store for agents. MySQL-compatible, embedded or server, hybrid vector + full-text search, COW sandboxes (FORK/MERGE).
Excellent quality, 2.7K stars, and a 21 use-case fit score.
$ npx skills add oceanbase/seekdbThe easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart:
Excellent quality, 48K stars, and a 21 use-case fit score.
$ npx skills add metabase/metabaseMalloy is a modern open source language for describing data relationships and transformations.
Excellent quality, 2.5K stars, and a 21 use-case fit score.
$ npx skills add malloydata/malloyTurn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Antigravity, and the open Agent Skills standard.
Excellent quality, 28K stars, and a 21 use-case fit score.
$ npx skills add K-Dense-AI/scientific-agent-skillsEmpowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Databases.
Excellent quality, 21K stars, and a 20 use-case fit score.
$ npx skills add apache/shardingsphereThe Fastest Distributed Database for Transactional, Analytical, and AI Workloads.
Excellent quality, 10K stars, and a 20 use-case fit score.
$ npx skills add oceanbase/oceanbaseData Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.
Excellent quality, 9.3K stars, and a 19 use-case fit score.
$ npx skills add databendlabs/databendOpen Source Feature Flags, Experimentation, and Product Analytics
Excellent quality, 7.9K stars, and a 19 use-case fit score.
$ npx skills add growthbook/growthbookData pipelines for cloud config and security data. Build cloud asset inventory, CSPM, FinOps, and vulnerability management solutions. Extract from AWS, Azure, GCP, and 70+ cloud and SaaS sources.
Excellent quality, 6.4K stars, and a 19 use-case fit score.
$ npx skills add cloudquery/cloudqueryA query and indexing engine for Redis, providing secondary indexing, full-text search, vector similarity search and aggregations.
Excellent quality, 6.2K stars, and a 19 use-case fit score.
$ npx skills add RediSearch/RediSearchApache Superset is a Data Visualization and Data Exploration Platform
Excellent quality, 73K stars, and a 19 use-case fit score.
$ npx skills add apache/supersetHigh-performance open-source in-memory graph database for GraphRAG, AI memory, agentic AI, and real-time graph analytics. Cypher-compatible, built in C++.
Excellent quality, 4.1K stars, and a 19 use-case fit score.
$ npx skills add memgraph/memgraphscikit-learn: machine learning in Python
Excellent quality, 66K stars, and a 18 use-case fit score.
$ npx skills add scikit-learn/scikit-learnVTable is not just a high-performance multidimensional data analysis table, but also a grid artist that creates art between rows and columns.
Excellent quality, 3.6K stars, and a 18 use-case fit score.
$ npx skills add VisActor/VTableA lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
Excellent quality, 58K stars, and a 18 use-case fit score.
$ npx skills add meilisearch/meilisearchEvery API has a secret identity. This finds it, absorbs every feature from every competing tool, then builds the GOAT CLI — designed for AI agents first, with SQLite sync, offline search, and compound insight commands.
Excellent quality, 3.1K stars, and a 18 use-case fit score.
$ npx skills add mvanhorn/cli-printing-pressDeepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnote cloud for real-time collaboration, Deepnote agent, and deployable data apps. https://deepnote.com/
Excellent quality, 2.9K stars, and a 18 use-case fit score.
$ npx skills add deepnote/deepnoteFlexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Excellent quality, 49K stars, and a 18 use-case fit score.
$ npx skills add pandas-dev/pandasStreamlit — A faster way to build and share data apps.
Excellent quality, 45K stars, and a 18 use-case fit score.
$ npx skills add streamlit/streamlitSelection method
OpenAgentSkill scores each candidate against the workflow keywords, then balances fit with GitHub stars, quality signals, trust profile, maintenance freshness, and whether there is a clear install path.
The ranking combines workflow fit, quality score, trust profile, GitHub adoption, maintenance freshness, and whether a clear install path exists.
No. Treat the list as a shortlist, open the skill detail page, inspect the repository and license, then test the install command in a sandbox workflow.
Yes. Use /api/skills/search with the related task or /api/agent/rankings?slug=best-database-sql-skills to fetch ranked skill data.