#1Graphify
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local…
$
pipx install graphifyyBest of 2026
Best agent skills for databases
We track 37 agent skills in Databases. The top pick by GitHub stars is Graphify (126,602 ★), followed by Claude Mem (100,811 ★). The most recently updated in this list is Open Code Review (last commit 3h ago). Rankings refresh daily from GitHub.
| # | Name | Stars |
|---|---|---|
| 1 | GraphifyPython · Apache-2.0 · 8h ago | 126,602 |
| 2 | Claude MemTypeScript · Apache-2.0 · 1d ago | 100,811 |
| 3 | Open Code ReviewGo · Apache-2.0 · 3h ago | 47,222 |
| 4 | CogneePython · Apache-2.0 · 8h ago | 32,313 |
| 5 | ZvecC++ · Apache-2.0 · 18h ago | 16,117 |
| 6 | KnowherePython · Apache-2.0 · 1d ago | 3,738 |
| 7 | Pixel2motionPython · MIT · 1mo ago | 2,423 |
| 8 | Pg AiguidePython · Apache-2.0 · 10h ago | 1,869 |
| 9 | HivemindTypeScript · Apache-2.0 · 10h ago | 1,626 |
| 10 | Golive SkillTypeScript · MIT · 3d ago | 1,282 |
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future…
$/plugin marketplace add thedotmack/claude-memSecure, fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in…
$npm install -g @alibaba-group/open-code-review- #4Cognee
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free
$claude plugin install cognee-memory@cognee - #5Zvec
A lightweight, lightning-fast, in-process vector database
$git clone https://github.com/alibaba/zvec - #6Knowhere
Knowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG.
$git clone https://github.com/Ontos-AI/knowhere AI logo animation skill: turn raster logos into smooth SVG animation, animated HTML demos, GIF/video previews, and motion QA evidence.
$git clone https://github.com/nolangz/pixel2motionMCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
$npx skills add timescale/pg-aiguide --skill postgres- #9Hivemind
Hivemind turns your traces into reusable skills across agents
$/plugin marketplace add activeloopai/hivemind - #10Golive Skill
Take your agent-built product live: hosting, database, domain, email, payments — on your own accounts. Open-source Agent Skill + zero-dependency Node CLI: detect → plan →…
$npx skills add https://github.com/mikehasa/golive-skill --skill golive --global
