Data agents

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.

Long-horizon benchmark where 18 LLM agents got ¥100,000 each and ran simulated online stores for 365 days on real market data: negotiating with suppliers, pricing, managing inventory, keeping cash flow alive.

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

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

A Model Context Protocol (MCP) server for Twenty CRM integration. Enables natural language interactions with your CRM data through Claude and other AI assistants. Supports CRUD operations, dynamic schema discovery, and advanced search across people, companies, tasks, and notes.

🧪 Awesome list of AI Scientist papers, systems, benchmarks, datasets and open-source platforms.

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

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

Daily in-depth Chinese analyses of frontier AI research papers, including topics such as LLMs, agents, RAG, and RL. AI 前沿论文中文深度解读

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

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.

Self-hosted AI chat platform with multi-step tool calls, persistent Python sandbox, RAG, and Deep Research. Supports Claude, GPT, Gemini and any OpenAI-compatible provider.

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.

可移植的逆向分析 SKILL 技能，驱动 IDA + WPeGPT 插件，对 PE/ELF 进行三种模式的自动化分析（轻量/全量/漏洞），输出分析报告。支持 SKILL 技能机制的 AI Agent 均可加载使用。

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

ApocData · AI-native financial database for China A-share market. Drop-in Skill / MCP for Claude,ChatGPT, Qwen, Kimi, DeepSeek agents.

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

Open-source AI career platform that helps users build, optimize, analyze, and tailor resumes with intelligent job matching, ATS optimization, and career guidance.

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

Research works from Tencent AI Lab regarding self-evolving agents

Apollo ~ Deep Research Meta Agent

agent-based reactive programming library for typescript

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

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

Chef cookbook for Datadog Agent & Integrations

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.

AutoMind: Adaptive Knowledgeable Agent for Automated Data Science

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

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！

Multi-agent Stock research platform

📂 A self-hosted file server and lightweight server management tool with AI Agent, SSH terminal, remote desktop, system monitoring, intranet tunneling, and CI/CD. 文件服务器 | 内网穿透

An healthcare based example of how to build and deploy an A2A Agent that calls other A2A Agents on the open source platform Agent Stack by IBM Research.

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.

Official ClickHouse Agentic Data Stack - self-host with ClickHouse, LibreChat, Langfuse, and ClickHouse MCP.

A user-space safety net that helps researchers prevent AI agents from overloading shared HPC login nodes.

My agent pipeline from scratch

OasisDB: A minimal and lightweight vector database

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

Modular Agentic AI Architecture - NousResearch x Teleport (Flashbots)

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

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

Benchmark for data agents

An aviary-based data science agent based on jupyter notebooks

This repository is for the book - Build a Deep Research Agent from Scratch (working title)

An end-to-end agent project for GPU kernel implementation, analysis, profiling, and iterative optimization. It helps an agent turn PyTorch logic or an existing kernel into a high-performance GPU kernel through a structured, profile-driven workflow.

面向 VC/PE 投资人的 AI 调研工作体系：7 步流水线 × 三方案（A 企业 / B 行业技术 / C 混合）+ 9 项执行规范 + 8 套模板 + 工具脚本 + 5 个真实案例与长期记忆库，让「看公司、看行业、看赛道」从凭经验变成按流程

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

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

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

Open-Source data analyst your team actually owns. Ask in Slack, on Mac, or via MCP. Byaan learns your business. Read-only by design

A Unified Memory Benchmark Suite for Memory-Augmented Agents

One binary. Lightweight, high-performance. Observe your network with eBPF. Ask AI. Extend with MCP

An auditable research-to-live quantitative trading system for cryptocurrency perpetual futures, with LCK for deterministic, auditable, human-controlled Agent-assisted development.

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

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

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

Optimizing Dynamic Knowledge Base Using AI Agent

完整的RAG技术教程 - 从基础概念到生产部署，系统化掌握检索增强生成技术。包含4个模块、20章内容、17个Jupyter Notebooks、6个企业级实战案例

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

Neo4j Graph Data Scientist Agent (MCP Server & Skills)

Open-source TypeScript framework for building operational software used by humans and AI agents.

A parasitic investigation skill for AI agents. Adaptive research, verified sources, traceable evidence.

Closed-Loop Agentic Discovery Engine for Machine Learning Research and Engineering

End-to-end astronomy research agent: a LangGraph state machine that resolves a target, fetches multi-survey data via a 20+ archive toolbox, runs three mandatory modeling iterations with supervisor-issued repair actions, and drafts an ApJ-style manuscript only after an evidence-gated QA pass

Personalized nutritional app, serverless, tailored to your shopping and cooking needs, empowered by generative AI technology (Amazon Bedrock, Anthropic, Claude Haiku, Claude Sonnet) using AWS CDK on AWS

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

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

LLM-powered agents for scientific research automation

Self-hosted LLM gateway that routes requests across AI providers (OpenAI, Anthropic, Gemini, Mistral, Ollama) using intelligent multi-policy scoring — including an LLM-native routing policy. Drop-in compatible: just swap the base URL. No database required, built-in cost tracking, budget enforcement and multi-tenant isolation.

Native macOS (menu bar) & Windows (system tray) dashboard for Pi agent usage, cost, languages, models, projects & tokens. Local-first, optional SSH sync.

A lightweight, Go-based VPS monitoring solution with real-time web dashboard supporting multiple agents. Monitor unlimited servers from a single dashboard overview analytics.

FTShare financial data Python SDK｜金融数据 Python SDK，支持 market data、quantitative research、MCP、Skill 和 Agent workflows。

🌟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.

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

编程导航 2025 年 AI 开发实战新项目，基于 Spring Boot 3 + Java 21 + Spring AI 构建 AI 恋爱大师应用和 ReAct 模式自主规划智能体YuManus，覆盖 AI 大模型接入、Spring AI 核心特性、Prompt 工程和优化、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下文协议、AI Agent 开发、Cursor AI 工具等核心知识。用一套教程将程序员必知必会的 AI 技术一网打尽，帮你成为 AI 时代企业的香饽饽，给你的简历和求职大幅增加竞争力。

Search ClinicalTrials.gov trials, retrieve study details and results, and match patients to eligible trials via MCP. STDIO or Streamable HTTP.

AI-powered meme coin trading bot for Solana and Base that automatically scans new tokens, detects honeypots, calculates win probability, executes trades. Built in Go with a multi-agent architecture, real-time risk controls, and a web dashboard for monitoring. Designed for autonomous meme coin trading, Solana AI agents, high-frequency Web3 trading.

Keep track of what has happened in AI this month. Discover the best AI/LLM resources and news for this month

AgentHER: Hindsight Experience Replay for LLM Agents

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。

High-quality search for AI-native applications.

Open skill for capturing AI agent work as structured traces.

Agent skill to extract color palettes from images — screenshots, Figma exports, design mockups. Installable via npx skills add pascalorg/image-analysis

An AI agent that analyzes satellite imagery for any location on Earth using natural language. Ask about vegetation health, water bodies, or wildfire damage — get real results from Sentinel-2 imagery, rendered on an interactive map.

AI Agent-driven data analysis workbench built on C++17/Qt: directed-graph workflow engine, embedded Python (pandas/numpy), interactive publication-quality charts, C++ & Python plugins. Renders 100M+ curves and billion-row tables; AI operates the GUI via natural language.

An unofficial, source-backed AI Agent Skill for generating and auditing Elsevier-style manuscript figures.

A restrained research-workstation theme for Omarchy with optional Hermes agent status

A GPT powered CLI tool that answers questions about your data

Torque is a Declarative, typesafe DSL for building synthetic LLM datasets — compose conversations like React components

Research agents harness