Data agents

Curated collection of AI agents built with Google’s Agent Development Kit (ADK): templates, best practices, and production-ready examples for research, business, automation, education, and more.

ScholarMind - 面向大模型Agent领域的多模态学术 Agent | Multimodal Academic Research Agent with Knowledge Graph & Learning Path Planning

FIBO is a SOTA, first open-source, JSON-native text-to-image model built for controllable, predictable, and legally safe image generation.

Composable computational-science methodology skills for AI research agents — pre-registration over TDD. A science-domain reimplementation of Superpowers.

Built on **Agentic RAG** (Agent-driven Retrieval-Augmented Generation) technology, it not only accurately answers pre-sales and after-sales questions but also generates personalized usage reports and optimization suggestions by deeply analyzing device data.

CSV-AI is the ultimate app powered by LangChain, OpenAI, and Streamlit that allows you to unlock hidden insights in your CSV files. With CSV-AI, you can effortlessly interact with, summarize, and analyze your CSV files in one convenient place.

Meet OpenBot. OS for Agents

Halofy is the open access and governance layer for AI agents across your organization. Identity, policy, provenance, audit, and signed erasure.

A Dataset for Multi-Turn Dialogue Reasoning

Linode Longview Agent

📰 Building News Agents to Summarize News with MCP, Q, and tmux

Open source AI Agent evaluation framework for web tasks 🐒🍌

ZGI is an open-source platform for building AI applications. Its intuitive interface combines workflow design, agent orchestration, dataset management, and model integration—allowing you to quickly move from prototype to production.

Marco Search Agent for Realistic and Challenging Agentic Search

VeritasGraph — open-source Knowledge Graph & GraphRAG framework on GitHub. Build multi-hop reasoning, ontology-aware retrieval, and verifiable attribution over your own data. Nodes, edges, RDF, linked-data — runs locally or in the cloud.

RushDB is a graph + vector database and memory layer for AI agents. Push any JSON, get typed, searchable, relationship-aware records back — no schema, no migrations. Built on Neo4j.

Swift-based vector database for on-device RAG using MLTensor and MLX Embedders

Deep Research workflow on Dify: cascaded multi-source search → outline → cited long-form report. Credited in Awesome-Dify-Workflow.

A Datalog engine for LLM agent memory: stratified rules, provenance-tracked facts, incremental derivation, and an MCP server that lets your harness use it as a shared brain.

A Systematic Survey of Deep Research

[NeurIPS 2023 Datasets and Benchmarks Track] LAMM: Multi-Modal Large Language Models and Applications as AI Agents

RASA chatbot use case boilerplate

A collection of enhancements, plugins, and prompts for Open WebUI, developed and curated for personal use to extend functionality and improve experience.

A powerful dataset generator for Rasa NLU, inspired by Chatito

Blockify: Agentic data optimization for enterprise RAG and agentic search. Blockify replaces naive chunking with deduplicated IdeaBlocks — ≈78X accuracy aggregate improvement, 2.29X vector search accuracy, 40X compression, 3.09X token efficiency. Integrates with LlamaIndex, LangChain, Obsidian, Milvus, Elastic, Supabase, Cloudflare.

[EMNLP 2024: Demo Oral] RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation

Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functionality to any compatible Language Model

A completely private, locally-operated Ai Assistant/Chatbot/Sub-Agent Framework with realistic Long Term Memory and thought formation using Open Source LLMs. Qdrant is used for the Vector DB.

A notion chatbot for your knowledge base built with langchain, typescript/javascript and pinecone.

An Agent Skill focused on Apple’s Core Data framework, helping with data modeling, fetch requests, performance, and common persistence patterns.

One-click Railway template for Hermes Agent. A web admin dashboard for provider/channel setup, gateway supervision, user pairing, and backup/restore, with the native Hermes UI proxied behind one login.

Marco Search Agent for Realistic and Challenging Agentic Search

Ansible role for Datadog Agent

A free, self-paced 24-week AI engineering course: Python, machine learning, LLMs, RAG, fine-tuning, agents and MCP, Azure and Vertex and Bedrock, and Databricks. 43 runnable notebooks, one continuous case study. MIT licensed, no signup. By Zorost Intelligence AI Lab.

An AI-powered arXiv paper summarization website with a virtual assistant for answering questions.

日本株の自律型リサーチAIエージェント｜AI agent for deep financial research on Japanese listed companies. Powered by EDINET DB + J-Quants.

Distributed, transactional document database backed by FoundationDB.

AI agent for Home Assistant — talk to your home, create automations in plain language, analyze cameras with face recognition, and get proactive anomaly alerts. Cloud LLMs or fully local via Ollama.

A self-evolving multi-agent system for autonomous research, operating 24/7 to explore, learn, and improve.

Open-Source Framework for Development, Simulation and Benchmarking of Behavior Planning Algorithms for Autonomous Driving

Multi-Agent System Powered by LLMs for End-to-end Multimodal ML Automation

Chrome Extension to Summarize or Chat with Web Pages/Local Documents Using locally running LLMs. Keep all of your data and conversations private. 🔐

Converting Unstructured Data to a Knowledge Graph: An End-to-End Pipeline

Give your AI agents the skill of visualizing data the way Edward Tufte intended.

Community developed integrations and plugins for the Datadog Agent.

Deep research tool for local knowledge base.

面向 AI Agent 的可溯源 A 股板块研究 Skill，贯通政策、权威媒体、市场资金、公司与 ETF，支持实时查询、研究编排和二次应用开发。

DataKit is collection agent for Guance Cloud

Soku CLI — call Soku ads/GA4/PostHog data capabilities from any AI agent or shell.

Query your database using natural language

Diagnostic analytics for RED posts, powered by a custom-trained quantitative prediction model, a comment-based audience profiling engine, and multi-round deliberation across five specialized AI agents.

A portable agent skill for sharpening research questions.

AI-assisted trading desk for short-term technical analysis on stocks & ETFs via Robinhood MCP. Deterministic Python engines score each asset on a three-pillar framework (Trend · Momentum · Macro-Sentiment) using EMA, RSI, MACD, TRIX & Bollinger Bands. The AI fetches data; the scripts compute; the human approves every order.

Datadog Agent Dockerfile for Trusted Builds.

使用社交软件聊天记录结合向量数据库让AI更好的扮演对方的角色，在不微调模型的情况下可以达到可观的效果。把曾经的美好，续成往后的陪伴。

A data-driven, fast driving simulator for multi-agent coordination under partial observability.

MCP web research server (give Claude real-time info from the web)

Prompt Buddy is a free Microsoft Teams Power App using Dataverse for Teams. It is a space where your team can share their favourite AI prompts and upvote prompts from others. It is preloaded with Copilot categories but others can be added.

Repo for NAACL 2025 Paper "Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization"

350+ academic research skills, MCP configs, and plugins for Research-Claw and AI agents

Open-source operational advisor for ClickHouse — real-time monitoring plus AI-driven index/partition/materialized-view recommendations.

Data recipes and robust infrastructure for training AI agents

An agent-based simulation of corona and other viruses in python

The NodeQuery agent collects selected linux server data and sends them to our monitoring system for further processing.

A suite of Rust CLI tools for agentic trading and market intelligence. Each exchange has its own dedicated binary — hyperliquid, binance, coinbase, okx, polymarket — plus a shared fintool for exchange-agnostic market intelligence (quotes, news, SEC filings). Supports crypto, stocks, commodities, and prediction markets.

Browser teleoperation data for embodied AI — elizaOS-ready episodes, trajectory_db converter, onchain provenance. The fuel station for agent robot stacks.

Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.

Revornix is an open-source, local-first AI information/markdown workspace. It helps you collect fragmented inputs, turn them into structured knowledge, generate reports with images and podcast audio, and deliver the output through automated notifications.

Agentic RAG for any scenario. Customize sources, depth, and width

🔐 Firewall Your Data, Control Agents. Prevent agent data exfiltration. Gain visibility into AI's interactions with your data / systems of record / existing software. https://discord.gg/tXjATaKgTV

Matrix (Multi-Agent daTa geneRation Infra and eXperimentation framework) is a versatile engine for multi-agent conversational data generation.

🔍 DiscovAI-Search: An AI-powered search engine for AI tools and custom data. Built with Next.js, OpenAI, Supabase, and more. Features vector-based search, Redis caching, and LLM-powered responses.

282+ structured privacy & data protection skills for AI agents. GDPR, CCPA, EU AI Act, HIPAA, LGPD, PIPL, DPDP Act.

Admin UI for Chroma embedding database built with Next.js

Home of the AI workforce - Multi-agent system, AI agents & tools

AI Agent for Istanbul Stock Exchange and Turkish Investment Fund Data

Agent copilot for onchain systematic trading, from monitor to trade analysis.

🔍微信聊天数据分析的本地化AI-agent(Docker/Windows/MacOS) · AI分身 / 大模型分析 / 好友排行 / 词云 / 情感趋势 / 群聊画像

Circuit Framework — multi-agent LLM trading research system

Open-source AI-assisted per-application routing for Windows with OpenAI/Ollama drafts and a sing-box TUN data plane.

[ICML 2026] Autonomous AI agent for end-to-end spatial proteomics analysis, with SP-Bench for agentic multiplexed-imaging workflows.

Mission Control is a simple, real-time web UI for monitoring agents and task workflows. Built with Convex and React, it provides a clean dashboard to track task state, agent activity, and live logs — all synchronized instantly without polling or message queues.

Auto Research with UI. Autonomous Generalist Scientist / AI Scientist / Agent Scientist / Robot Scientist, across all Scientific Fields.

A lightweight monitoring agent that detects anomalies, auto-diagnoses root causes with AI, and lets you troubleshoot interactively via chat

Local LLM Powered Recursive Search & Smart Knowledge Explorer

The first book dedicated to enterprise Agent platform engineering, from data intelligence foundations to production-ready AI-native business systems.

A modern desktop application for exploring, managing, and analyzing vector databases

Finetuning of Falcon-7B LLM using QLoRA on Mental Health Conversational Dataset

A Site Reliability Engineer AI agent that can monitor application and infrastructure logs, diagnose issues, and report on diagnostics.

An agentic research orchestrator for Go that is optimized to use free search & low-cost limited context window llms.

Notate is a desktop chat application that takes AI conversations to the next level. It combines the simplicity of chat with advanced features like document analysis, vector search, and multi-model AI support - all while keeping your data private.

Cross-platform remote desktop for macOS and Windows with hardware acceleration, multi-monitor support, clipboard transfer for text, images, files and folders, and MCP integration for AI agents to connect to and control remote computers.

LangGraph Studio template for creating an agent that does web research to genearte or enrich structured data.

CLI tool for Linear.app with JSON output, smart ID resolution, and optimized GraphQL queries. Designed for LLM agents and humans who prefer structured data.

本地优先的 AI 投资研究工作台（AI investment research workbench），支持深度调研、证据化投资论点、投资组合风险分析、自选股与 Pi Agent 副驾驶。

AI Agent that researches the lives of historical figures and extracts events into structured JSON timelines using LangGraph multi-agent orchestration.

Local-first X Intelligence CLI for search, monitoring, analysis, exports, OAuth actions, and agent tooling.

AI assistant that can query visual datasets, search the FiftyOne docs, and answer general computer vision questions

Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.