Data agents

A diverse, simple, and secure all-in-one LLMOps platform

A minimal, end‑to‑end deep‑research agent implemented with AI SDK and Next.js

A cognition aware database engine for AI agent memory. Purpose built in Rust with WAL, HNSW, knowledge graphs, and speculative context pre assembly. Not a wrapper, a ground up storage engine that thinks.

A sophisticated multi-agent AI system for analyzing Indian NSE-listed stocks using real-time data, technical indicators, news sentiment, and advanced AI reasoning.

A 股行情分析与AI智能投研智能体--基于大模型

Fluid Database

wxpath - declarative web crawling with XPath; a Web Query Language (WQL)

[ICML 2026] AutoControl Arena: Frontier AI Risk Auto-Discovery Platform

Windows forensics Engine

A collection of awesome AI-for-research papers and projects, covering all stages of the research process and a wide range of scientific domains.

NEXBENCH measures what an autonomous agent can actually do on-chain — execute transactions, route swaps, bridge funds, manage DeFi positions, research tokens, catch drainers, reconstruct portfolios, and run treasury governance — across 214 tasks in 8 categories, each run 5 times against deterministic forked-mainnet environments.

基于多智能体协作的中国基金市场智能分析系统与智能管家--A smart analysis system and smart manager for the Chinese fund market based on multi-agent collaboration.

An LLM-powered agent for Datasette

openJiuwen DeepSearch is a knowledge-enhanced deep search and research framework with industry-leading chunk-level citation and traceable reasoning capabilities, delivering precise agentic search and research abilities.

Distributed Multi-Agent Cooperation Algorithm based on MADDPG with prioritized batch data.

jadx ai analysis plug-in

An experiment that applies Google Research's `ReasoningBank` technique to Small Language Models. This experiment hopes to show that the same gains from the ReasoningBank paper also applies to much smaller, less capable models.

The open-source universal adapter for LLMs. Turn messy real-world data into clean, agent-ready context.

AIRS-Bench: an AI Research Science benchmark for quantifying the end-to-end AI research abilities of LLM agents

A handy lib for smooth interaction with large language models (LLMs) and crafting AI apps.

A comprehensive GraphRAG (Graph Retrieval-Augmented Generation) system designed for biomedical research

TradingAgents-A Share Edition` is a derivative open-source implementation based on [TradingAgents](https://github.com/TauricResearch/TradingAgents?tab=readme-ov-file), focused on China A-share research context and multi-agent collaborative decision workflows.

A personal AI agent that can work safely on your machine, remember useful context, and keep its data under your control.

AI Engineering Specially Topics- Agentic AI & GenAI Explanation

AI-powered data visualization assistant - Automatically generate professional charts from natural language descriptions. Supports 7 chart types and OpenAI/DeepSeek/Ollama platforms.

Building a Q&A LLM Agent to Answer Questions about Your Dataset

This is a simple implementation for crypto research agent inspired by Claude Skills repo

A serverless, AI-powered deep research agent built with Cloudflare Workers and Google Gemini 2.5

Erotic conversations scraped from public resources on the internet

GibRAM is an in-memory knowledge graph server designed for retrieval augmented generation (RAG / GraphRAG) workflows.

AutoSTAT is a user-friendly agent framework for end-to-end data analysis and interactive optimization.

WebJs is an AI-first full-stack JavaScript framework built on web components. Any AI model reads the whole stack. No training data required.

🚀 Advanced Data & AI Engineering Portfolio: Real-world projects and production-ready patterns to level up your AI skills—from building clean data pipelines to deploying RAG systems, AI agents, and intelligent dashboards.

Architecture Deep Research: deep research for strategic system design decisions.

Dynamic Workflows for hermes

Multi-Agent AI System for Company Research

agent-from-scratch is a Python-based repository designed for developers and researchers interested in understanding the inner workings of single and multi-agent systems

Multi-Agents & Plugins repo for DB-GPT, Can complete various tasks around databases.

📚 2025 AI Engineering Reading List - 120+ curated AI research papers covering LLMs, Multimodal, RAG, Agents, Diffusion Models and more

Backplane Development Framework and Server hosting Choria Agents, Networks, Federations and Streaming Data

Multi-agent Stock research platform

This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers in this list investigate the learning behavior, generalization ability, and other properties of language models through theoretical analysis, empirical analysis, or a combination of both.

AI-native multi-agent research workflow: parallel evidence gathering, 7-direction debate, and risk-gated analysis — structured output, not one-shot prompts.

List of research papers of research papers investigating the user experience of AI-powered programming assistants (e.g., Copilot).

Apollo ~ Deep Research Meta Agent

agent-based reactive programming library for typescript

Search Self-Play: Pushing the Frontier of Agent Capability without Supervision

A memory system using mem0 for AI applications. Enables long-term memory for AI agents as a drop-in MCP server.

AI Prompt Library: Curated prompts with metadata automation, documentation, and dynamic CLI. Execute AI prompts in CI pipelines or local workflows. Customizable toolkit for building AI-powered processes and personal assistants.

AutoMind: Adaptive Knowledgeable Agent for Automated Data Science

CASSIA: A Multi-Agent LLM-Based Single-Cell Cell Type Annotation Framework

Fully automatic AI research agent for Geoscientists, Remote Sensing researchers, and GIScientists. Features harness engineering, GeoBenchmark (OLS/GWR/MGWR), journal templates, and MCP servers.

Official Agent Skills for the OpenData platform

Hermes Agent plugin for cron analytics and observability. The dashboard for agentic automations in Hermes.

AI股神Skill，改造了“麻省理工学院”开源的多agent股神框架，我用AI扒出了他们的核心源码，总结出了5个金融分析团队、8个核心agent提示词。用扣子封装成了一个人人可用的skill技能包。我们只要输入股票代码，AI就能模拟人类金融团队的运作模式，自动分析大a数据、并将舆情情报、板块涨跌、技术面、资金流动等多维度的可视化报告，自动推送到你的电脑上。用AI帮你彻底读懂市场行情！

transformers pytorch safetensors llama text-generation finance

High-performance embedded off-heap storage engine for Java, built on memory-mapped files. Map/List/Set/Queue beyond the JVM heap, plus an AI memory layer with hybrid vector + BM25 search.

Agent 友好的文献管理方式

FTShare MCP tools for financial data, market data and AI Agent investment workflows｜金融数据 MCP 工具文档与接入说明。

A simple demonstration agent using the ReACT methodology for analyzing and executing tasks.

OasisDB: A minimal and lightweight vector database

Chef cookbook for Datadog Agent & Integrations

Modular Agentic AI Architecture - NousResearch x Teleport (Flashbots)

eBPF-powered silent observer for containerized runtimes, built for malware analysis sandboxes and Agentic AI monitoring.

Dataflow-Oriented Reinforcement Learning for (Multi-)Agentic LLMs

Benchmark for data agents

Create motion-graphics videos from natural-language using Hyperframes. Researches topics, explains GitHub repos, renders the result.

Toward Autonomous Scientific Discovery

Research works from Tencent AI Lab regarding self-evolving agents

Research-first design skill for AI agents. 150K+ real app screens and flows via Refero MCP.

Autonomous multi-agent system for end-to-end bioinformatics research

jStyleParser is a CSS parser written in Java. It has its own application interface that is designed to allow an efficient CSS processing in Java and mapping the values to the Java data types. It parses CSS 2.1 style sheets into structures that can be efficiently assigned to DOM elements. It is intended be the primary CSS parser for the CSSBox library. While handling errors, it is user agent conforming according to the CSS specification.

OR-LLM-Agent: Automating Modeling and Solving of Operations Research Optimization Problems with Reasoning LLM

PaperCircle: An Open-source Multi-agent Research Discovery and Analysis Framework (ACL Oral)

A curated list of papers on LLMs and agents for scientific research and development

LLM alignment jailbreak; a set of instructions for auditing their internal reasoning and uncovering biases

A Unified Memory Benchmark Suite for Memory-Augmented Agents

Memory 🧠 to your Personal ChatBot 🤖| LangChainAI and Databutton

Step-by-step challenge lab repo to build your custom LLM Deep Researcher Assistant using Genkit

NIXStats monitoring agent

AgentRE-Bench is an agentic benchmark that evaluates state-of-the-art models on long-horizon reverse engineering tasks, measuring their ability to analyze binaries, use tooling effectively, and reason over multi-step execution artifacts

No.0 — AI Agent Safety Guardian (cognitive-file monitor + internal control DLC)

Open skill for capturing AI agent work as structured traces.

VideoDB Python SDK

AlphaSwarm is a starter kit for building LLM-powered AI agents that interpret natural language trading strategies, analyze real-time market signals, and autonomously execute trades across multiple chains.

simple multi-agent pathfinding (MAPF) visualizer for research usage

longcallR is a tool for SNP calling, haplotype phasing, and allele-specific analysis with long-read RNA-seq data.

High-performance vector search for Browser, Node, and Edge

The data represents financial transactions -- bank transfers, purchases, credit card transactions, checks, etc. Most of the transactions are legitimate. A few represent money laundering. The data is in CSV format. The data is generated using a multi-agent virtual world model. All of the agents in the virtual world have actions governed by statistical distributions. Thus the model and data are NOT based on obfuscating or anonymizing real individuals. Everything is synthetic. More specifically the underlying model uses a virtual world of banks, individuals, and companies -- with individuals and companies buying items, and doing bank transfers to make payments, get supplies, pay salaries, etc. The underlying model has good and bad actors, with bad actors doing things like smuggling, extortion, illegal gambling, etc. The bad actors sometimes attempt to launder ill-gotten funds resulting in money-laundering transactions. NOTE : Although this repository is under the Apache-2.0 license, the actual data is released under the CDLA-Sharing-1.0 license.

一个生产级的深度研究 Agent 系统，从零构建多智能体编排、Red-Blue 对抗降噪、 语义级上下文压缩、跨 Agent 共享记忆四大核心能力，配套 165 次独立实验 + Bootstrap 统计显著性检验的完整评测体系。

Neo4j Graph Data Scientist Agent (MCP Server & Skills)

A GPT powered CLI tool that answers questions about your data

🌟DataTonic : A Data-Capable AGI-style Agent Builder of Agents , that creates swarms , runs commands and securely processes and creates datasets, databases, visualisations, and analyses.

Agentic Research and Evaluation Suite

Alt util to AWS cloudwatch agent that works w/ systemd journal and sends the data in batches to AWS cloudwatch.

DART-GUI: Efficient Multi-turn RL for GUI Agents via Decoupled Training and Adaptive Data Curation

ReDel is a toolkit for researchers and developers to build, iterate on, and analyze recursive multi-agent systems. (EMNLP 2024 Demo)

Vectorless, Reasoning-Based Retrieval-Augmented Generation (RAG)

从数据到智能：企业级数据平台的构建、演进与 Agentic BI 实践。一个数据开发的八年数据工程手记：从 0 到 1 构建企业级医药数据平台，再到 Data + AI 转型下的 Agentic BI。

An Eastern-philosophy-inspired CLI agent harness for personal research and data analysis assistance.