Best database and sql skills for AI agents

AI 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, 52K stars, and a 27 use-case fit score.

Turn any AI Agents into world-class data analysts through the open context layer that gives AI agents grounded, governed memory, context, SQL across 20+ data sources, that helps you build GenBI, agentic BI, text-to-sql, dashboards, and agentic analytics.

Excellent quality, 15K stars, and a 23 use-case fit score.

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Excellent quality, 5.5K stars, and a 22 use-case fit score.

High-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.

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Excellent quality, 44K stars, and a 18 use-case fit score.

Fulling is an AI-powered Full-stack Engineer Agent. Built with Next.js, Claude, shadcn/ui, and PostgreSQL. Use kubernetes as infra.

Excellent quality, 2.4K stars, and a 18 use-case fit score.

Search infrastructure for AI

Excellent quality, 28K stars, and a 18 use-case fit score.

A comprehensive set of agent skills designed for various scientific and analytical applications.

Excellent quality, 25K stars, and a 18 use-case fit score.

A comprehensive collection of ready-to-use scientific and research skills for AI agents.

Excellent quality, 25K stars, and a 18 use-case fit score.

OpenViking is an open-source context database designed specifically for AI Agents(such as openclaw). OpenViking unifies the management of context (memory, resources, and skills) that Agents need through a file system paradigm, enabling hierarchical context delivery and self-evolving.

Excellent quality, 25K stars, and a 17 use-case fit score.

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.

Excellent quality, 39K stars, and a 17 use-case fit score.

Dolt – Git for Data

Excellent quality, 23K stars, and a 17 use-case fit score.

FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.

Excellent quality, 23K stars, and a 17 use-case fit score.

open-source agentic AI data assistant for the next generation of AI + Data products.

Excellent quality, 19K stars, and a 17 use-case fit score.

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

Excellent quality, 15K stars, and a 17 use-case fit score.

Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view

Excellent quality, 16K stars, and a 17 use-case fit score.

The all-in-one, open-source backend platform for agentic coding. InsForge gives your coding agent database, auth, storage, compute, hosting, and AI gateway to ship full-stack apps end-to-end.

Excellent quality, 11K stars, and a 17 use-case fit score.

Zvec is a lightweight and fast in-process vector database suitable for various applications.

Excellent quality, 9.7K stars, and a 17 use-case fit score.

一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、微信读书、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. )

Excellent quality, 15K stars, and a 16 use-case fit score.

Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.

Excellent quality, 9.1K stars, and a 16 use-case fit score.

Refly is an open-source agent skills builder that allows users to define and run skills using a vibe workflow.

Excellent quality, 7.3K stars, and a 16 use-case fit score.

🔥 基于大模型和 RAG 的智能问数系统，对话式数据分析神器。Text-to-SQL Generation via LLMs using RAG.

Excellent quality, 6.1K stars, and a 16 use-case fit score.

Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google

Excellent quality, 6.0K stars, and a 16 use-case fit score.

Web dashboard for Hermes Agent — multi-platform AI chat, session management, scheduled jobs, usage analytics

Excellent quality, 5.8K stars, and a 16 use-case fit score.

Build and run autonomous AI agents for open-ended tasks

Excellent quality, 184K stars, and a 16 use-case fit score.

Agent engineering primitives for tools, memory, and RAG

Excellent quality, 137K stars, and a 16 use-case fit score.

Convert documents into Markdown for agent-readable context

Excellent quality, 125K stars, and a 16 use-case fit score.

Bring a coding agent directly into the terminal

Excellent quality, 105K stars, and a 16 use-case fit score.

🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓

Excellent quality, 5.7K stars, and a 16 use-case fit score.

The agent that grows with you

Excellent quality, 164K stars, and a 16 use-case fit score.