Top Builders

Explore the top contributors showcasing the highest number of app submissions within our community.

Bright Data

Bright Data (formerly Luminati Networks) is a web data collection platform founded in 2014 and headquartered in Netanya, Israel. The platform gives developers and data teams access to proxy infrastructure, web scraping APIs, browser automation, and pre-built datasets, all backed by a network of over 400 million IP addresses across 195 countries.

The company powers data pipelines for more than 20,000 organisations in AI, eCommerce, finance, and market research, and has established legal precedents around public web data collection through court rulings against Meta and X (Twitter).

General
CompanyBright Data
Founded2014 (rebranded from Luminati Networks in 2021)
HeadquartersNetanya, Israel
Websitebrightdata.com
Documentationdocs.brightdata.com
GitHubgithub.com/brightdata
TypeWeb Data Platform, Proxy Infrastructure, Scraping APIs

Core Products

Proxy Networks

Bright Data operates four types of proxy networks: residential (400M+ real-user IPs), datacenter, static ISP, and mobile proxies. Each type is suited to different scraping workloads, from high-volume crawling to bypassing geo-restrictions. Proxies are billed per GB or via monthly plans.

Web Scraper API

The Web Scraper API extracts structured data from 120+ websites with automatic unblocking, CAPTCHA solving, and JavaScript rendering built in. It includes 600+ ready-made scrapers for popular platforms and delivers results in JSON or structured formats.

SERP API

The SERP API returns real-time, structured search engine results from Google, Bing, Yandex, and four other engines. It covers 195 countries, supports geo-targeting, and charges only for successful requests.

Scraping Browser (Browser API)

The Scraping Browser is a fully managed browser that runs Puppeteer, Playwright, and Selenium scripts on Bright Data infrastructure. It handles fingerprinting, CAPTCHA solving, proxy rotation, and JavaScript rendering automatically.

Web Unlocker

Web Unlocker is a middleware layer that automatically bypasses bot detection, CAPTCHAs, and IP blocks. It sits between your scraper and the target site, handling the unblocking layer transparently.

Datasets

Ready-made datasets from 100+ popular platforms are available for direct download or scheduled delivery. Data is pre-collected, validated, and structured, making it suitable for AI training, market research, and competitive analysis without writing any scraping code.

MCP Server

The Bright Data MCP Server provides 60+ AI-ready tools for web search, page navigation, structured data extraction, and browser automation. It integrates with Claude, Claude Code, Cursor, and other AI coding environments that support the Model Context Protocol.

Developer Resources

Bright Data maintains Python and JavaScript SDKs, a CLI tool, and MCP server for AI agent integration. All products are available via REST API and work with standard HTTP client libraries.

Key Features

400M+ IP Network The proxy pool spans residential, datacenter, ISP, and mobile IPs across 195 countries, with city and carrier-level targeting available.

Built-in Unblocking Proxy rotation, CAPTCHA solving, browser fingerprinting, and retry logic are handled automatically across all product tiers, so scrapers do not need to implement these independently.

AI and Agent Integration The MCP server and AI SDK connect Bright Data tools directly to Claude, Cursor, and other LLM-based agents, giving them real-time access to web data without leaving the development environment.

Pay-per-Result Pricing Several products (SERP API, Web Scraper API) charge only for successful responses, reducing waste on failed requests.

Use Cases

AI Training Data Collection Teams use Bright Data's datasets and scraping APIs to gather public web data for fine-tuning models, building RAG corpora, and benchmarking.

Competitive Intelligence eCommerce and finance teams use SERP and Web Scraper APIs to monitor prices, rankings, and market signals across geographies in real time.

Market Research Ready-made datasets from social platforms, marketplaces, and review sites let analysts skip the scraping layer and work directly with structured data.

AI Agent Web Access Developer teams integrate the Bright Data MCP Server with Claude and other agents to give them live access to search results, page content, and structured extracts during task execution.

Edit on GitHub

Bright Data AI Technologies Hackathon projects

Discover innovative solutions crafted with Bright Data AI Technologies, developed by our community members during our engaging hackathons.

THE COUNCIL: Expert Advisors Who Fight For You

THE COUNCIL: Expert Advisors Who Fight For You

Everyone faces life-changing decisions alone. THE COUNCIL changes that by giving you your own personal advisory board. Submit your query—whether it's a high-stakes startup offer, career transition, or relocation—and watch five autonomous AI agents with distinct, persistent personalities deliberate in a live-streamed debate. Under the hood, THE COUNCIL is a multi-agent system built on Band.ai. Instead of a single LLM wearing five prompts, we deploy genuine model diversity: Qwen 2.5-32B (The Skeptic) analyzes risks, Llama-3.1-70B (The Strategist) identifies long-term growth, DeepSeek-R1-70B (The Numbers) quantifies quantitative metrics, Llama-3.1-8B (The Devil's Advocate) stress-tests consensus, and GPT-4o-mini (The Chair) synthesizes the room. The debate orchestration runs sequentially via FastAPI WebSockets to stream arguments as they are generated. Unlike typical chatbot wrappers, THE COUNCIL features heavy engineering depth: 1. Deterministic Stakes Classifier: Scores severity (1-10) and risk factors (cliff, vesting, relocation) deterministically without AI. 2. Live Market Grounding: Career queries trigger Brightdata web scraping to search salary listings, providing real-world benchmarks to 'The Numbers'. 3. Convergence Calculator: A custom algorithm that measures consensus (0.0-1.0) using position agreement and semantic text similarity. 4. Cryptographic 'Stare Decisis': Inspired by judicial tradition, it extracts minority dissents and SHA-256 hashes them directly into an immutable verdict chain. 5. 6-Table Database Persistence: Complete deliberation history mapping decisions, arguments, verdicts, evidence, and dissents in SQLite. Presented in an Apple-inspired editorial Next.js UI using stark light-mode whitespace, Playfair Display serif typography, and elegant card components with smooth micro-animations, the system feels alive, premium, and authoritative. Deliberation, not just generation.

AI Crisis Command & Coordination Platform

AI Crisis Command & Coordination Platform

An AI Crisis Command & Coordination Platform is an enterprise-grade, multi-agent operational operating system designed to stabilize high-stakes chaos and synchronize real-time emergency responses during large-scale incidents (e.g., natural disasters, mass-scale cyberattacks, industrial failures, or civil defense threats). By acting as an intelligent "system of systems," the platform unifies disjointed physical and digital infrastructure into a singular, actionable operational layer. It transforms traditional reactive emergency management into a proactive, algorithmically assisted orchestration framework. 1. Core Structural Engine The platform's architecture shifts emergency management from rigid, manual workflows to an agile, automated data-to-action pipeline.Intelligent Data Ingestion: The platform continuously aggregates and cleans highly fragmented, multi-modal data streams in real time. This includes live IoT sensor grids, geospatial satellite imagery, municipal infrastructure feeds, encrypted field radio transcriptions, and external environmental APIs (weather, seismic activity, grid load). Autonomous Multi-Agent Orchestration: At its core, specialized AI agents operating on a shared, low-latency layer collaborate to manage sub-tasks simultaneously. For instance, if an industrial breach occurs, a Logistics Agent instantly calculates optimal route diversions, a Hazmat Agent models plume dispersion, and a Communications Agent drafts localized public warnings—all without human bottlenecks. Calibrated User Experience (UX): Designed specifically for high-stress operational environments, the user interface enforces strict visual hierarchy. It suppresses non-essential analytical noise, highlights high-priority triage vectors, and presents critical indicators through clean, digestible visual matrices to minimize cognitive overload for dispatchers and commandeR

Propflip

Propflip

# PropFlip - Multi-Agent Real Estate Wholesale Pipeline A Band.ai-powered system for automated real estate deal sourcing, analysis, and coordination with human oversight. ## Description PropFlip automates the real estate wholesale process using 5 specialized Band agents that communicate through chat rooms to move deals from discovery to buyer matching. The system implements risk-tiered human approval gates to ensure proper oversight of external communications and financial decisions. **Core Workflow:** 1. **DiscoveryAgent** - Scans distressed properties, calculates investment potential using 70% rule 2. **VerificationAgent** - Validates title chains, checks liens, ensures deal feasibility 3. **NegotiationAgent** - Contacts sellers, negotiates terms, structures offers 4. **MatchingAgent** - Connects completed deals with cash buyers from database 5. **OrchestratorAgent** - Coordinates workflow, manages deal lifecycle **Human Oversight Model:** - **Tier 0** (Read-only): Auto-proceed, audit only - **Tier 1** (Internal): Auto-proceed, notify in chat room - **Tier 2** (External contact): Block until human approval - **Tier 3** (Contracts/money): Hard stop, manual handling required Each agent integrates the same HumanGate toolset for consistent risk management and audit trails. ## HumanGate Agent HumanGate is **not a separate Band agent** - it's a **shared toolset** that all PropFlip agents import and use for human oversight.

Propflip

Propflip

# PropFlip - Multi-Agent Real Estate Wholesale Pipeline A Band.ai-powered system for automated real estate deal sourcing, analysis, and coordination with human oversight. ## Description PropFlip automates the real estate wholesale process using 5 specialized Band agents that communicate through chat rooms to move deals from discovery to buyer matching. The system implements risk-tiered human approval gates to ensure proper oversight of external communications and financial decisions. **Core Workflow:** 1. **DiscoveryAgent** - Scans distressed properties, calculates investment potential using 70% rule 2. **VerificationAgent** - Validates title chains, checks liens, ensures deal feasibility 3. **NegotiationAgent** - Contacts sellers, negotiates terms, structures offers 4. **MatchingAgent** - Connects completed deals with cash buyers from database 5. **OrchestratorAgent** - Coordinates workflow, manages deal lifecycle **Human Oversight Model:** - **Tier 0** (Read-only): Auto-proceed, audit only - **Tier 1** (Internal): Auto-proceed, notify in chat room - **Tier 2** (External contact): Block until human approval - **Tier 3** (Contracts/money): Hard stop, manual handling required Each agent integrates the same HumanGate toolset for consistent risk management and audit trails. ## HumanGate Agent HumanGate is **not a separate Band agent** - it's a **shared toolset** that all PropFlip agents import and use for human oversight.

Propflip

Propflip

# PropFlip - Multi-Agent Real Estate Wholesale Pipeline A Band.ai-powered system for automated real estate deal sourcing, analysis, and coordination with human oversight. ## Description PropFlip automates the real estate wholesale process using 5 specialized Band agents that communicate through chat rooms to move deals from discovery to buyer matching. The system implements risk-tiered human approval gates to ensure proper oversight of external communications and financial decisions. **Core Workflow:** 1. **DiscoveryAgent** - Scans distressed properties, calculates investment potential using 70% rule 2. **VerificationAgent** - Validates title chains, checks liens, ensures deal feasibility 3. **NegotiationAgent** - Contacts sellers, negotiates terms, structures offers 4. **MatchingAgent** - Connects completed deals with cash buyers from database 5. **OrchestratorAgent** - Coordinates workflow, manages deal lifecycle **Human Oversight Model:** - **Tier 0** (Read-only): Auto-proceed, audit only - **Tier 1** (Internal): Auto-proceed, notify in chat room - **Tier 2** (External contact): Block until human approval - **Tier 3** (Contracts/money): Hard stop, manual handling required Each agent integrates the same HumanGate toolset for consistent risk management and audit trails. ## HumanGate Agent HumanGate is **not a separate Band agent** - it's a **shared toolset** that all PropFlip agents import and use for human oversight.

Reddit Intelligence Swarm

Reddit Intelligence Swarm

Reddit Swarm Intelligence is a full-stack, agentic AI system that transforms Reddit into a live, queryable knowledge base. Using BrightData's web scraping infrastructure, it collects posts and comments on-demand across user-defined categories. A multi-agent LangGraph swarm then processes the raw data: a Keyword Extractor identifies the most relevant search terms, a Database Writer archives everything into a structured PostgreSQL schema organized by hierarchical topics, and a Data Synthesizer generates natural-language answers grounded in the scraped content. The Vue.js dashboard offers a rich analytical surface — users can trigger batch scrapes, read AI-generated category summaries, explore topic metrics via bar charts, and dynamically extract subtopics through an on-demand LLM clustering agent that renders the results as an interactive pie chart. Clicking any pie slice fires an intelligent query directly into the Swarm chat, which synthesizes Reddit sentiment and key perspectives on that subtopic in real time.