Ecosystem · Nebius Builders

by @Arindam200

Awesome AI Apps

100+ runnable RAG, agent, and workflow demos — many powered by Nebius Token Factory

Token Factory

AI Cloud

agents

rag

by @FareedKhan-dev

All Agentic Architectures

35 production-grade agent patterns (Reflexion, LATS, GraphRAG, MemGPT) with Nebius as the default LLM provider

Token Factory

AI Cloud

agents

rag

by @opencolin

OpenClaw + Nebius

Fork of OpenClaw with native Nebius Token Factory inference.

Token Factory

OpenClaw

agents

framework

by @Arindam200

LogoAI

AI logo generator powered by Nebius AI Studio

Token Factory

app

image-generation

by @brightdata

Real Estate AI Agent

Structured property data extraction with the Nebius Qwen LLM

Token Factory

agents

data-extraction

by @Astrodevil

ADK Agent Examples

Google ADK agents running open models on Nebius Token Factory

Token Factory

agents

adk

by @mohammed-misran · Robotics hack

Asha

WhatsApp-native AI assistant for small home-based food businesses.

llama

nextjs

supabase

by @chase-brignac · Robotics hack

Chase Brignac

Generating the first human preference datasets for robot policies in simulation with Nebius GPUs to understand which policies work best in an objective way using ELO ratings and anti-cheating measures

typescript

robotics

by @alex-shirazi · Robotics hack

Injester

Injester is an AI-native engine that transforms "agent-hostile" websites into structured data interfaces.

tavily

agents

by @armin-foroughi · Robotics hack

jimmy

Voice-controlled Booster K1 humanoid robot.

python

typescript

ros2

robotics

by @ann-catherine-jose · JetBrains hack

Latent Signal

Periscope is a local-first viewer that shows exactly what's in your coding agent's context window, turn by turn, and recommends the next move (compact / branch / fresh / rewind).

agents

jetbrains

by @het-patel · JetBrains hack

Pinpoint

Visual annotation overlay for frontend review — pinpoint things in complex software.

by @joshua-iokua-albano · Robotics hack

RoboStore

RoboStore is a self-expanding robot agent platform that enables robots to autonomously detect their own capability gaps, search for hardware solutions in real-time using Nebius LLMs, and auto-generate

OpenClaw

typescript

agents

robotics

by @bhavik-sheoran · JetBrains hack

Scopecreep

Turns JetBrains IDE into an agentic hardware testbench.

python

typescript

agents

jetbrains

by @peyton-li · JetBrains hack

SecureLoop

Turns production Sentry alerts into Codex-generated, sandbox-tested, human-approved fixes inside JetBrains.

typescript

jetbrains

codex

by @aditya-mangalampalli · JetBrains hack

thinking

Self-healing coding agent that searches over compact DSL implementation plans before generating code.

rl

agents

codex

by @nigel-robinson · Robotics hack

Topology

Evolutionary agent-org discovery — 10 teams of LLM agents compete on a task with randomly generated organizational genomes (hierarchy, communication, decision-making).

typescript

deepseek

agents

by @Marktechpost

Nebius Llama-3 Multi-Tool Agent (Marktechpost)

Multi-tool ReAct agent tutorial built on Nebius AI Studio with ChatNebius, NebiusEmbeddings, and NebiusRetriever

AI Cloud

agents

rag

by @buildfastwithai

Gen-AI Experiments

130+ generative-AI notebooks including a LoRA fine-tuning guide on Nebius Token Factory

Token Factory

finetuning

agents

by @FareedKhan-dev

Temporal AI Agent Pipeline

Time-aware knowledge-graph ingestion pipeline using Nebius for embeddings and DeepSeek-V3

AI Cloud

agents

rag

by @PeterHdd

Pothole Detection (YOLO)

YOLOv8 pothole detection trained and served on Nebius Cloud

AI Cloud

app

computer-vision

by @fsndzomga

RAG with Nebius + Postgres

Document Q&A RAG using Nebius models and pgvector

Token Factory

app

rag

by @brightdata

Review Intelligence Agent

Cross-platform review analysis with Nebius-served LLMs

Token Factory

agents

analytics

by @dev-rashedin

DevScribe AI

Text-to-text writing assistant powered by Nebius Studio

Token Factory

app

writing

by @nataondev

WhatsApp Bot on Nebius

Minimal WhatsApp assistant on Nebius AI Studio

Token Factory

app

chatbot

by @Arindam200

Nebius AI on Hono + Cloudflare

Streaming chat app using Nebius models on Cloudflare

Token Factory

app

chatbot

by @KiranChilledOut

Claude Code Proxy for Nebius

Run Claude Code against Nebius Token Factory models. Drop-in proxy that converts Claude Code requests to OpenAI-compatible Nebius calls, with a TUI installer, smoke test, and an observability dashboard. Fork of fuergaosi233/claude-code-proxy adapted for Nebius by @KiranChilledOut.

Token Factory

proxy

claude-code

python

by @fsndzomga

LLM Chess Tournament

Benchmark LLMs at chess using Nebius AI Studio models

Token Factory

app

benchmark

by @SubThought

Premise

A stigmergic agent language for coordinating self-improving agents.

AI Cloud

self-improving-ai

agents

hackathon

by @FareedKhan-dev

RAG Cookbook 2026

40 production RAG recipes, Nebius-first

Token Factory

app

rag

by @demianarc

Universal Deep Research

Strategy-driven deep research agent on Nebius AI Studio

Token Factory

agents

research

by @anshk8

AirReserve

Real-time flight booking and price tracking; won Best Use of Tavily at AI Tinkerers Ottawa's Vibe Code Hackathon.

Tavily

agents

hackathon

travel

by @Rohit-1717

Morphix AI Image Generator

FLUX.1-dev text-to-image via Nebius AI Studio

Token Factory

app

image-generation

by @atulranjan45

Newsletter Agent

AI newsletter generator on Nebius AI + Agno + Firecrawl

Token Factory

agents

content

by @ratneeshh

Intelli-Credit

An AI credit appraisal engine that reads financials, researches the company on the web, and writes a bank-grade memo in minutes.

Tavily

agents

hackathon

fintech

by @SubThought

Sentience

Building sentient beings — a self-improving agent experiment.

AI Cloud

self-improving-ai

agents

hackathon

by @castlebbs

Vehicle Diagnostic Assistant

An AI agent that plugs into your car's OBD-II port and diagnoses issues over chat.

Token Factory

agents

hackathon

mcp

by @fabienstrauss

VirallForge

A canvas-based AI workspace for generating platform-optimized social content with live web context.

Tavily

agents

hackathon

content-generation

by @leo-ars

Alan

A real-time voice AI assistant for healthcare with streaming STT, RAG medical lookup, and TTS in one session.

Token Factory

agents

hackathon

voice

by @HiNala

Autonomix

An autonomous multi-agent codebase intelligence engine with live CVE security analysis.

Tavily

agents

hackathon

security

by @SchadenKai

Clinical-RAG

Citation-backed medical RAG with Nebius as a pluggable LLM and embedding provider

AI Cloud

rag

agents

by @benikigai

data-oncall

Page a team of agents instead of waking up your on-call engineer for data quality bugs.

Token Factory

agents

hackathon

data-quality

by @grcodeman

FlightBrief AI

An AI flight-briefing app that earned a top-5 finish at the localhost AI hackathon.

Token Factory

hackathon

aviation

localhost-ai-hackathon

by @RamakrishnaTanam

Job Finder Agent (MCP Server)

LinkedIn-to-jobs agent using Nebius AI Studio Llama-3.3-70B for analysis

AI Cloud

agents

by @tmc

LocalTinker

A local harness for tinkering with self-improving agents.

AI Cloud

self-improving-ai

agents

hackathon

by @div-agarwal · JetBrains hack

AF*

AI Forward-Deployed Engineer for ERP data ingestion — onboards unknown ERP systems automatically using multiple agents that research, improve iteratively, and deploy the pipeline.

typescript

agents

by @diego-zuluaga · Robotics hack

AgentCommerce

Two AI agents (Buyer + Merchant) negotiate purchases end-to-end with zero human intervention.

typescript

tavily

agents

by @seshadri-venkatesh · Robotics hack

agent + human

Bot reaches a waypoint based on streaming Pi camera data; logs success/failure to JSONL; an analyzer agent improves the bot's objective from the log.

agents

by @actionstockplus-ui

AI Humor Enhancer

A self-improving AI that benchmarks and enhances humor.

AI Cloud

self-improving-ai

agents

hackathon

by @abrl91

AI News Scout (Tavily + Nebius)

Tavily search + Nebius embeddings AI/ML news brief agent

Tavily

Token Factory

agents

research

by @KaushikSiva

AI Trader

A self-improving AI trading agent.

AI Cloud

self-improving-ai

agents

hackathon

by @nelson-lai · Robotics hack

AI Warehouse Fulfillment

LLM-powered warehouse robot that reasons, routes, and adapts to chaos in real-time on Nebius.

typescript

robotics

by @sota-miyajima · Robotics hack

arm-pilot

Autonomous task discovery — robot receives a job command, Nebius LLM searches the internet for the most suitable task, motion data is retrieved and deployed.

tavily

robotics

by @hades-li · JetBrains hack

Artificial Sixy

Adaptive Change Harness — self-evolving verification + repair system for real codebases.

typescript

by @miaosen-zhou · Robotics hack

AutoEvolve

Cloud-side task planner runs Qwen 2.5 on Nebius Token Factory as a reasoning layer.

Token Factory

qwen

by @warner-wu · Robotics hack

AutoRobots

Autonomous AI scientist that teaches simulated robots to move.

typescript

rl

agents

robotics

by @william-schulz · Robotics hack

AW3 Technology

Open-source digital vision CLI tool and dashboard.

by @noah-lund-syrdal · JetBrains hack

Berkeley Baris Boys

Blueprint — PyCharm plugin that helps developers plan a codebase architecturally before implementation.

typescript

jetbrains

by @willypaz243

Botcachino

FastAPI + LangGraph university-info agent with Nebius as the default LLM provider

AI Cloud

agents

rag

by @timotif

Call Bullshit

Real-time voice fact-checker that talks over you the moment you say something false.

Token Factory

Tavily

agents

hackathon

by @brandon-tautuan · Robotics hack

CaseSnipe.ai

Multi-agent courtroom simulation where AI agents argue opposing sides of real cases; a Judge agent delivers the verdict.

typescript

tavily

agents

by @vatsal-bajaj · Robotics hack

CHAI

Companion Humanoid AI for Unitree G1: detects approaching humans, greets them, and clears obstacles to act as a guide for visually impaired users.

typescript

mujoco

llama

robotics

by @daniel-kaneshiro · JetBrains hack

ChainMail

Council of specialized models deliberates and votes before any AI-generated change touches the codebase.

Token Factory

by @Cheki-bot

Cheki-Bot Server

FastAPI + LangChain conversational AI with a dedicated Nebius agent and embeddings

AI Cloud

agents

rag

by @spabolu

Claim Verifier (MongoDB x Tavily)

A FastAPI agent that verifies claims by orchestrating Tavily MCP search plus LLM reasoning.

Tavily

agents

hackathon

fact-checking

by @max-maximilien · Robotics hack

Claw2Max - MechDog skill

Created an OpenClaw skill and simulator for the Hiwonder MechDog robot.

OpenClaw

robotics

by @Hank-Moogy

ClawBench

Coding-agent model router benchmarked on Nebius Token Factory

Token Factory

agents

benchmark

by @yuwen-wu · Robotics hack

Clawdit

Auto-discovers an OpenClaw agent's linked Google account and makes it send malicious emails/calendar invites to itself.

Token Factory

OpenClaw

typescript

llama

by @sean-chiu · Robotics hack

cloneSMP

Manhunt by AI — multiplayer manhunt game driven by AI agents.

typescript

agents

by @kaushik-sivakumar · JetBrains hack

Code Lingua

Code with voice in non-English Indic languages (Tamil, Hindi, Bengali).

typescript

voice

jetbrains

codex

by @sabeen-shaikh · Robotics hack

ConMan Agents

Autonomous contract intelligence for healthcare companies — agents continuously monitor all company contracts to identify changes (expiry, clauses, market developments) and proactively alert on next s

typescript

agents

by @irina-poslavsky · Robotics hack

Controlled Friction

"Controlled friction" in software deployment using Tavily Search on Nebius Token Factory — intentional pauses, checks, and manual validations to boost safety, quality, and compliance during shipping.

Token Factory

tavily

by @mario-toribio · Robotics hack

CrecerSpark

Autonomous robotic tour guide with intelligent obstacle avoidance, natural-language interface for visitor queries, and a management dashboard for custom routes.

robotics

by @fchadwickir

Cross-Source Join Advisor

Automatically test every join across data sources and flag the risky ones before anyone writes a query.

Token Factory

agents

hackathon

data-quality

by @sajjaad-farzad · JetBrains hack

Cue

A coding agent with as many tools as you need — handcrafted UI, your next move on cue.

agents

by @kshivam4781

Darwinian SIA

An evolutionary approach to Self-Improving AI agents.

AI Cloud

self-improving-ai

agents

hackathon

by @dav-yaginuma · JetBrains hack

Dav Yaginuma

Plugin that adds a Spatial pane to the IDE plus MCP commands so an agent can render anything in 3D spatial visualizations — projects, algorithms, narratives.

typescript

agents

by @kian-kyars · Robotics hack

dayops

Minimal backend for voice-memo planning into Google Calendar.

voice

by @akovalevskyi

Deep Research MCP Studio

A TypeScript MCP deep-research agent that turns a query into a cited report, a mindmap, and a two-voice audio podcast.

Tavily

agents

hackathon

deep-research

by @yue-chen · JetBrains hack

DoubleY

IntelliJ plugin that scans a React project and draws an interactive component graph in a side panel — beginners see parent-child structure at a glance and jump to source from nodes.

react

jetbrains

by @suvasis-mukherjee · JetBrains hack

dronomy

AI agent that migrates production ROS1 codebases (44 packages, 3,773 breaking changes) to ROS2 Jazzy.

typescript

ros2

agents

by @suvasis-mukherjee · Robotics hack

dronomy.io

Dockerized autonomous drone simulator with full robotics stack: 24-ray LiDAR SLAM, EKF state estimation, A* + DWA planning, 8-state FSM.

Token Factory

llama

rl

agents

by @yaxin-wang · Robotics hack

Electricgoat

Prism — a private edge inference agent that refracts your biometric stream into a personal performance forecast and acts autonomously on your behalf.

typescript

agents

by @reza-sanatkar · Robotics hack

FBX2Robot

Automated pipeline that translates standard 3D human animations (FBX) into AI training data, eliminating hours of manual formatting so the Unitree G1 can learn complex movements.

typescript

by @aishwarya-gune · Robotics hack

Framewise

Cuts robot perception costs 80–90% by never sending the same scene twice.

typescript

qwen

gemma

tavily

by @zayd-khan · Robotics hack

Frostbyte (zayd)

Hooke is a research assistant for bench scientists — turns a scientific question into a usable starting point by combining literature, computational analysis, and model-based insight into one brief.

typescript

by @ilia-prikhodko · Robotics hack

ghostfeed

Agentically run social-media UGC company.

by @emanuelam00

GitHub Repo Analyzer

FastAPI service that summarizes any repo with Llama-3.3-70B on Token Factory

Token Factory

agents

by @cal-cu · JetBrains hack

goldfish

Evolving AI agent that learns from every interaction — builds a persistent understanding of preferences, picks up new skills on the fly.

agents

jetbrains

by @mansi-mane · Robotics hack

Grocery StockSense

Photo of fridge → AI inventory using Qwen2.5-VL-72B on Nebius Cloud.

robotics

by @steven-yang · JetBrains hack

Guardia

Deployment risk copilot integrated in JetBrains IDE that proactively alerts about risks before deployment.

typescript

jetbrains

codex

by @david-mayboroda · Robotics hack

Horizon Min

Fine-tunes a vision-language model to play classic NES Duck Hunt from raw pixels.

vision

by @lyona · Robotics hack

HUMMINGBIRD

Tool for clinical-trial biospecimen vendors that automatically identifies samples submitted but never resulted, replacing manual Excel work with regulatory context and an audit trail.

by @EdCharbeneau

IChatClient with Nebius Token Factory

.NET console chat sample wiring Microsoft.Extensions.AI to Token Factory

Token Factory

agents

by @timjtrainor

Inferomics

Pareto-frontier model picker built on Nebius Token Factory

Token Factory

app

benchmark

by @Kush614

JanuSQL

A self-improving text-to-SQL agent that rewrites its own harness across generations — 75.8%->93.3% execution accuracy with the model held fixed.

AI Cloud

self-improving-ai

agents

hackathon

by @janice-chan · Robotics hack

JC

Tests whether chaos engineering / chaotic exploration patterns speed up robot learning.

typescript

robotics

by @mahtabin-rodela · JetBrains hack

JetBio

Reimagined IDE for computational biology that treats biological correctness as a debugging target.

typescript

by @rajat-patel · Robotics hack

LabPilot

AI copilot for experiment optimization in pharma R&D labs.

by @Danibara

LangGraph Customer-Service Data Analyst

ReAct data-analyst agent over the Bitext support dataset, served by Token Factory

Token Factory

agents

by @Roudranil

Lattice

Opinionated deep-research agent for physics PhD work, running tools on Nebius

AI Cloud

agents

rag

by @jelle-maas · JetBrains hack

Lintropy

Rust-based linter and LSP server that lets you define repo-specific rules in YAML using tree-sitter queries + regex.

typescript

agents

by @travis-cline · Robotics hack

Mac Inference with an agent swarm

Distributed autoresearch with a swarm of Macs linked through a collective intelligence cloud.

by @mesutoezdil

MCP Server on Nebius Serverless

Claude Desktop MCP server that forwards tool calls to Token Factory embeddings

Token Factory

AI Cloud

agents

infra

by @roman-stachur · Robotics hack

Merit

Sim-to-real architecture for soil analysis.

mujoco

llama

by @King-Dylan

Metadata Incident Copilot

A metadata-grounded copilot that makes safer incident recommendations because DataHub context changes the answer.

Token Factory

agents

hackathon

incident-response

by @linda-mao · Robotics hack

Miki the Robot

Robot companion that notices emotional changes and provides physical and emotional support.

robotics

by @tmc

MLX-Go SIA (Apple Silicon)

Self-Improving AI on Apple Silicon via MLX and Go.

AI Cloud

self-improving-ai

agents

hackathon

by @kreuzhofer

Nebius Slurm ML Training and Inference Demo

Distributed LLM fine-tuning and vLLM serving on a Soperator Slurm-on-Kubernetes cluster

Soperator

AI Cloud

finetuning

infra

by @WeichengLite

Nebius SpecimenAI

Fine-tuned biomedical specimen-triage agent built on Token Factory

Token Factory

agents

finetuning

by @nikhil-tarigonda · JetBrains hack

Nikhil's Team

Two-tool platform: Excel + PPT template → executive-ready slide deck (for non-technical users) and feature-request → AI-generated diff → human-approved deploy (for technical users).

by @andres-nino · Robotics hack

Niwa (Self Improving Robots)

Self-improving robots — continual reinforcement learning in sim for zero-shot transfer to playing Jenga.

typescript

rl

robotics

by @mason-drake · Robotics hack

NOC AI

AI-powered Network Operations Center — Prometheus alert fires, an LLM agent analyzes the threat and executes iptables rules via SSH, all visible in a real-time chat UI.

agents

by @vince-r · JetBrains hack

Phantom

PR Autopilot — AI code review suite that analyzes every pull request for architectural integrity, deployment risk, and technical debt.

by @andrzej-firek · Robotics hack

Pool Watch

Privacy-first, on-device drowning detection pipeline.

typescript

by @Hitha-Shree04

PregGo

Maternal-health emergency assistant with a Nebius-powered consultation chatbot

AI Cloud

rag

agents

by @yu-chen · Robotics hack

Pulse

Mobile-first AI app: send an AI agent (with packaged context: voice notes, docs, calendar) instead of repeatedly explaining yourself.

typescript

agents

voice

by @anatolii-zhukovskyi · JetBrains hack

quasa0.com

JetBrains plugin in WebStorm that turns the IDE into a hands-free voice coding partner.

voice

jetbrains

codex

by @rudy-a · JetBrains hack

RedGreen

JetBrains plugin that turns the IDE into a self-healing runtime.

jetbrains

by @sameer-shah · Robotics hack

Robo_chat

Chat with robo — chat interface for a simulated robot.

robotics

by @0-5-blood-prince

RoboMind

Talk to a Unitree G1 humanoid in plain English; the LLM reasons, predicts the outcome in MuJoCo, and only acts if it's safe.

Token Factory

robotics

agents

hackathon

by @brennan-stehling · Robotics hack

Robot Agent

Mac app that uses an LLM to make tool calls to move a simulated robot arm.

robotics

by @deon-menezes · Robotics hack

Robots For Social Good

Multimodal humanoid robotics system that learns socially beneficial behaviors from real-world human demonstrations.

vision

robotics

by @kirill-igumenshchev · Robotics hack

rOCDbot

Uses LLM familiarity with OCD to make higher-precision robots.

typescript

rl

robotics

by @yuvraj-gupta · JetBrains hack

Rodex

Cursor-style IDE that uses 4 AI agents (Nebius coding model + Blaxel sandboxes) for real-time security analysis, bug detection, and autonomous fix application on Python codebases.

python

typescript

agents

by @nelson-lai · JetBrains hack

RuntimeFix

Debugger-aware bug-fixing agent that actually sees what broke.

agents

by @emahatsion-issac · JetBrains hack

Safevibing

Reviews vibe-coded repository output for security, design quality, explainability, and engineering metrics.

by @CuriousDima

SEC 10-K / 10-Q Q&A Agent

A self-improving agent for question-answering over SEC 10-K / 10-Q filings.

AI Cloud

self-improving-ai

agents

hackathon

by @TatianaUshakova

Self-Improvement Agent

A self-improving AI agent built for the SIA Agents hackathon.

AI Cloud

self-improving-ai

agents

hackathon

by @ankitshah009

Sentinel

A self-improving agent for authenticity detection.

AI Cloud

self-improving-ai

agents

hackathon

by @christopher-mckenzie · Robotics hack

ShadowDance

Python package for observability, tracing, logging, and cost-tracking from cloud to claw with one line of code.

python

by @victor-park · Robotics hack

ShopAgent

AI shopping assistant that searches both major retailers and small businesses simultaneously.

typescript

by @ayaelnakeb

SIA Agent — ayaelnakeb

A Self-Improving AI Agents hackathon submission built on the SIA framework.

AI Cloud

self-improving-ai

agents

hackathon

by @hsehskad

SIA Agent — hsehskad

A Self-Improving AI Agents hackathon submission built on the SIA framework.

AI Cloud

self-improving-ai

agents

hackathon

by @rayshineeeee

SIA Agent — rayshineeeee

A Self-Improving AI Agents hackathon submission built on the SIA framework.

AI Cloud

self-improving-ai

agents

hackathon

by @Leapfrogger-ai

SIA Haggle

Predicts the final price of a Craigslist negotiation from a truncated transcript, running on the Nebius Token Factory API.

Token Factory

self-improving-ai

agents

hackathon

by @dronomyio

SIA-Improvement

An autonomous research framework for fine-tuning MoE language models, orchestrated by four collaborating agents from Claude Code.

AI Cloud

self-improving-ai

agents

hackathon

by @whatdhack

SIA Kernel

A kernel for orchestrating Self-Improving AI agents.

AI Cloud

self-improving-ai

agents

hackathon

by @mdkrasnow

SIA Lever

Optimize your optimizer — a lever for self-improving AI harnesses.

AI Cloud

self-improving-ai

agents

hackathon

by @francisco-perez-sorrosal

SIA — Self-Improving AI Framework

A framework to autonomously improve the performance of any AI model or agent on a benchmark task. The reference framework for the SIA Agents hackathon (Hexolabs).

AI Cloud

self-improving-ai

agents

hackathon

by @skyzer

SIA Verifier / Optimizer Lab

An interactive verifier/optimizer lab for studying Self-Improving AI Goodhart failures.

AI Cloud

self-improving-ai

agents

hackathon

by @vissh-b · Robotics hack

SideLine

Modular AI sports robot for the coach/referee shortage in youth sports.

typescript

qwen

vision

robotics

by @lily-zhang · Robotics hack

SkillClaw

Multiple AI agents figure out robot manipulation by themselves — they try, fail, learn from failure.

typescript

agents

robotics

by @sai-kavya · JetBrains hack

Sky is Blue

VS Code extension that shows in real time whether your transformer training is compute- or memory-bound.

typescript

by @m2moiz

Sora the Explorer

A voice-powered language-learning roguelike: speak Spanish, survive the dungeon, watch the AI pipeline light up.

Tavily

hackathon

voice

game

by @aksh-parekh · Robotics hack

SOS-Answered!

Autonomous humanoid rescue system with multimodal AI (vision + audio + structural sensing from Oumi) and a fine-tuned world model on Nebius Cloud.

robotics

by @sathvick-reddy-narahari · Robotics hack

Sous Bot

Assistive grocery robot for visually impaired and elderly users.

robotics

by @krzysztof-barczynski · Robotics hack

Specter

Space Perception Engine for Crime, Theater, and Exploration Research — robots that see what humans miss in crime scenes, museums, or mystery games.

typescript

robotics

by @irina-poslavsky · JetBrains hack

SpeedRunner

AI-assisted, human-governed incident response system that cuts P1 outage response and resolution times in half.

typescript

by @andrey-shelomentsev · Robotics hack

Splatica

"Jumping into reality" — from live room video to world-modeled robotic control in Isaac Sim.

robotics

by @eric-nans · Robotics hack

Swarm Protocol

AI fleet coordination platform — command center for deploying, organizing, and communicating with fleets of AI agents.

typescript

agents

by @ayush-ojha · Robotics hack

SwitchCost

AI inference migration engine — safely move from GPT-4/Claude/Gemini to open-source on Nebius Token Factory while maintaining quality parity.

Token Factory

typescript

by @maniiii07

Talk-to-DB

Natural-language database agent powered by ChatNebius

AI Cloud

agents

by @michael-ramos · JetBrains hack

TaterGang

Plannotator Live — collaborative plan-review surface for agentic engineering.

typescript

agents

by @xyuzh

Teaching Robots to Dream

Command a Unitree G1 in natural language and watch a trained world model predict the next frame side-by-side with real physics.

Token Factory

robotics

hackathon

world-model

by @robert-cordwell · Robotics hack

Team Big Floofy Cat

Local-first AI system for reviewing sensitive medical conversations without centralizing recordings/transcripts.

typescript

by @isha-s · JetBrains hack

Team RankGuard

Context-aware adversarial testing for ML and ranking pipelines, built into the JetBrains IDE via External Tools.

jetbrains

by @sa-sa · Robotics hack

trinkss

Robot-Ready Workcell Compiler.

typescript

robotics

by @yahya-alhinai · JetBrains hack

TRUE

No review bottlenecks, no merge conflicts, no broken tests.

typescript

jetbrains

codex

supabase

by @sam-sam · Robotics hack

turtle

Train and deploy your own tiny image model in a flash.

by @barkley-dai · JetBrains hack

VisualCode

Turns a simple user request into a structured plan and visualizes it as a growing tree graph — branches show what the agent intends to build and how the project is organized.

agents

by @zhuang-hua · Robotics hack

voiceClaw

Connect open-source voice hardware (Xiaozhi ESP32) to OpenClaw Agent Gateway — plug in, speak, get AI agent response.

OpenClaw

python

agents

voice

by @saurabh-khire · JetBrains hack

Volta

Skills for coding agents to run code systematically.

typescript

agents

by @stephendpurdue

Whitespace

Collect brand knowledge with Tavily, then surface and rank high-intent search triggers before ad testing.

Tavily

agents

hackathon

adtech

by @kaushik-sivakumar · Robotics hack

X-G1

Rapid-iteration humanoid pipeline for the Unitree G1: Meta Quest 3 + MuJoCo teleop, NVIDIA Sonic for low-latency control, GR00T fine-tuning on Nebius, Nomadic AI for failure-mode diagnostics.

mujoco

robotics

by @parth-gala · Robotics hack

zippling

Agentic e-commerce customer service resolution and management — handles support resolution agentically based on platform policies, with text and vision.

NVIDIA NIM

Self-hosted GPU inference microservices, turnkey.

AI Cloud

Inference

Anyscale

Scale AI workloads with Anyscale deployed on Managed Kubernetes.

AI Cloud

Orchestration

dstack

Install dstack and orchestrate AI workloads end-to-end.

AI Cloud

Orchestration

Run:ai

Optimize GPU resources for ML/AI workloads on Managed Kubernetes.

AI Cloud

Orchestration

SkyPilot

Run, manage and scale AI workloads with SkyPilot.

AI Cloud

Orchestration

Outerbounds (Metaflow)

Production-grade ML pipelines via the Outerbounds partnership.

AI Cloud

Orchestration

MPIrun

Configure a Compute GPU cluster and run NCCL tests with MPIrun.

AI Cloud

Training

MLflow

Managed experiment tracking and model registry.

AI Cloud

MLOps

Terraform

Official Nebius provider for IaC resource management.

AI Cloud

IaC

Pulumi

Manage Nebius resources from Pulumi via the Terraform bridge.

AI Cloud

IaC

Hugging Face

Open-source models and datasets via inference API.

Token Factory

Inference

AISuite

Multi-provider LLM router with a unified Python API.

Token Factory

Inference

LiteLLM

Unified LLM gateway with a Nebius AI provider — use model=nebius/<model-name> to route 30+ Token Factory models across any agent framework.

Token Factory

Gateway

OpenRouter

OpenRouter exposes Nebius models through its unified API.

Token Factory

Gateway

Portkey

LLM gateway with caching, retries, and budget guardrails.

Token Factory

Gateway

LangChain

Chat models, embeddings, retrievers via langchain-nebius.

Token Factory

Agents

LlamaIndex

RAG framework integration for Nebius inference.

Token Factory

Agents

CrewAI

Open-source agentic framework on Token Factory models.

Token Factory

Agents

Agno

Lightweight multi-modal agent framework.

Token Factory

Agents

Google ADK

Google's Agent Development Kit, wired to Nebius models.

Token Factory

Agents

Pydantic AI

Type-safe agent framework with Pydantic validation.

Token Factory

Agents

AWS Strands

Amazon's agent SDK, model-agnostic and Nebius-ready.

Token Factory

Agents

Camel AI

Multi-agent framework with role-playing and task pipelines.

Token Factory

Agents

Mastra

TypeScript agent framework with Nebius as a first-class provider.

Token Factory

Agents

Cursor (Token Factory)

Wire Token Factory in as a custom model provider in Cursor.

Token Factory

Coding

VS Code (Copilot Chat)

Hugging Face VS Code Chat extension routes Copilot through Nebius.

Token Factory

Coding

Zed (Token Factory)

Configure Zed's inline assistant against Token Factory models.

Token Factory

Coding

Cline

Open-source autonomous coding agent for VS Code + JetBrains with Nebius Token Factory as a native provider — pick Nebius, paste your key, drive Qwen3-Coder or GLM-4.5.

Token Factory

Coding

Continue

Open-source AI coding assistant for VS Code & JetBrains with a native Nebius provider — configure chat (DeepSeek R1) and embeddings (BAAI) in config.yaml.

Token Factory

Coding

Kilo Code

Multi-mode coding agent for VS Code on Token Factory models.

Token Factory

Coding

Linkup

Web search and content extraction API for agents.

Token Factory

Search

Postman

Pre-built Postman collection for the Token Factory API.

Token Factory

Tooling

Helicone

LLM observability: traces, costs, prompts, and evals.

Token Factory

Observability

Keywords AI

Production LLM monitoring — logs, evals, prompt tracking, alerts.

Token Factory

Observability

Tavily Web Search API

Real-time web search, extraction, and crawling for LLMs and agents.

Tavily

Search

Tavily MCP Server

Hosted MCP endpoint so any MCP-aware client can search the live web.

Tavily

Search

Tavily Agent Skills

Drop-in skills that give your agent web search, extraction, and crawling.

Tavily

Agents

OpenAI Agent Builder

Wire Tavily's MCP server into OpenAI Agent Builder.

Tavily

No-code

Agno

Use Tavily as a tool inside Agno agents.

Tavily

Agents

Anthropic

Add live web search to Anthropic Claude via Tavily's API.

Tavily

Agents

Arcade.dev

Governed web search, extraction, and research via Arcade's MCP Gateway.

Tavily

Gateway

Cartesia

Real-time voice agents that search the web via Cartesia's Line SDK.

Tavily

Agents

Claude

Use Tavily across the Claude ecosystem as a Connector or Plugin.

Tavily

Agents

Composio

Tavily available as a tool through Composio.

Tavily

No-code

CrewAI

Equip CrewAI agents with web search and extraction.

Tavily

Agents

Dify

No-code Tavily integration inside Dify workflows.

Tavily

No-code

FlowiseAI

Tavily as a tool inside Flowise visual agent builds.

Tavily

No-code

Google ADK

Connect Google's Agent Development Kit to Tavily's search API.

Tavily

Agents

Haystack

Use Tavily inside Haystack pipelines via `tavily-haystack`.

Tavily

Agents

LangChain

LangChain's recommended search tool — official partnership.

Tavily

Agents

Langflow

Visual multi-agent + RAG builds with Tavily search nodes.

Tavily

No-code

LibreChat

Search, extract, and use Tavily as a built-in agent tool.

Tavily

Agents

LlamaIndex

Search the web from LlamaIndex RAG/agent flows.

Tavily

Agents

Make

No-code Tavily steps in Make scenarios.

Tavily

No-code

Mastra

First-class Mastra tools for search, extract, crawl, and map.

Tavily

Agents

n8n

No-code Tavily nodes for n8n automation workflows.

Tavily

No-code

OpenAI

Add real-time web search to OpenAI Responses + Agents.

Tavily

Agents

OpenClaw

Web search across WhatsApp, Telegram, Discord, iMessage agents.

Tavily

Agents

Pydantic AI

Type-safe Tavily tool calls inside Pydantic AI agents.

Tavily

Agents

StackAI

Plug Tavily into StackAI workflows for real-time web data.

Tavily

No-code

Tines

Automated, no-code intelligence workflows in Tines.

Tavily

No-code

Vellum

Built-in web search inside the Vellum Assistant desktop app.

Tavily

Agents

Vercel AI SDK

Search, extraction, crawl, and map for Vercel AI agents.

Tavily

Agents

Zapier

No-code Tavily steps across thousands of Zapier integrations.

Tavily

No-code

OpenCode

Terminal coding agent with a built-in Token Factory provider — drive open models like Kimi K2 and Qwen3-Coder from the CLI.

Token Factory

Coding

Hugging Face smolagents

Minimalist code-agent framework; set provider="nebius" to run CodeAgents on Token Factory open models.

Token Factory

Agents

LLM Gateway

Open-source unified LLM gateway; its Nebius provider exposes Token Factory models behind one OpenAI-compatible API.

Token Factory

Gateway

Pipecat

Real-time voice + multimodal agent framework with a NebiusLLMService for low-latency Token Factory inference.

Token Factory

Agents

Devin

Cognition's autonomous coding agent uses Tavily for research-before-coding via the MCP marketplace connector.

Tavily

Coding

ElevenLabs

ElevenLabs voice agents add live web retrieval by wiring in a Tavily Search API key as a tool.

Tavily

Agents

Gradium

Voice-AI platform for live speech agents; uses Tavily as its real-time web-context layer.

Tavily

Agents

Requesty

LLM routing gateway; its Nebius provider exposes Token Factory open models behind a unified API.

Token Factory

Gateway

Dask Cloud Provider

Spin up Dask clusters on Nebius AI Cloud VMs for distributed Python + data workloads.

AI Cloud

Orchestration

Retool

Build internal tools with a Tavily action for live web search inside Retool apps + workflows.

Tavily

Tooling

Pipedream

Connect Tavily search + extract into thousands of Pipedream automation workflows.

Tavily

Tooling

BuildShip

Low-code visual backend builder with a Tavily node for web search + extraction.

Tavily

No-code

Sim

Visual agent builder; drop in the Tavily tool to give agents live web retrieval.

Tavily

No-code

Activepieces

Open-source automation platform with a Tavily MCP piece for web search in flows.

Tavily

No-code

Qdrant

Deploy the Qdrant vector database on Nebius AI Cloud for RAG + similarity search.

AI Cloud

Tooling

Open WebUI

Self-host the Open WebUI chat front-end on Nebius AI Cloud over your own models.

AI Cloud

Tooling

Flowise (Nebius AI Cloud)

Deploy the Flowise low-code agent builder on Nebius AI Cloud GPU infrastructure.

AI Cloud

No-code

ComfyUI

Run the ComfyUI node-based diffusion workflow tool on Nebius AI Cloud GPUs.

AI Cloud

Tooling

JupyterLab (Nebius AI Cloud)

Launch a GPU-backed JupyterLab environment on Nebius AI Cloud for notebooks + experiments.

AI Cloud

Tooling

dlt (dltHub)

Open-source Python ELT library with a Nebius source/destination for data pipelines.

AI Cloud

Tooling

Zed IDE

GPU-accelerated, collaborative code editor with a Token Factory integration guide for connecting open models to its built-in AI assistant.

Token Factory

Coding

Apps and integrations, and more.

Built something on Nebius? Add it to the directory.