Hacktoberfest 2026

An Obsidian assistant for journals and daily briefings that uses Google Search to create research notes with source links.

Plans Google Classroom coursework with a local Gemma model and finds related educational resources through Google Search.

Finds meals through Google Search and ranks options around food preferences, nutrition targets, and budget.

Investigates software bugs with a local model and can retrieve documentation through Google Search to support repair proposals.

Summarizes local documents with an open-weight model and can enrich extracted action items with Google Search results.

Creates repository documentation and upgrade reports, using Google Search to find release notes when GitHub releases are unavailable.

Investigates flaky tests from CI reports and uses Google Search to collect sources related to failing test names.

Identifies secondhand items from photos, compares current eBay listings, and drafts resale listings with estimated asking prices.

Checks app and hackathon ideas against Google Search results for existing products, demand, and competitors.

Watches YouTube channels, turns talk transcripts into cited concept cards, and adds new points to personal notes using a local model.

Searches for scholarships, paid internships, and hackathons overnight, then uses Gemma to summarize opportunities that fit a student's profile.

Helps prioritize commitments and draft a next step, using Google Search to add context to deadline estimates.

Summarizes emails with a local model and researches senders' companies through Google Light Search to add context to each message.

A desktop assistant that handles local tasks and uses Google site searches and YouTube results to find web pages, music, and videos.

Flags potential risks in game chats and uses Google Search to look for scam or phishing reports about shared domains.

Plans group outings around shared availability and budgets using Google Maps places and Google Events listings.

Uses Google Search results and a local Gemma model to write research reports with source links and saved history.

Analyzes Google Maps reviews to surface recurring customer feedback and compare a business with nearby competitors.

An interactive electronics tutor that uses Google Search to find manufacturer datasheets, application notes, and CAD references.

Turns Google Search results into a three-line Chinese lesson preview using a local Gemma model.

Organizes posts, screenshots, and web sources into an evidence timeline, using Google Search to discover additional sources.

Transcribes voicemails, flags possible scam indicators, and searches Google for reports about the callback number.

Scans code for security issues and uses Google Search to attach related vulnerability records and security advisories to findings.

Searches for news about a business's software tools overnight and writes a brief of changes and deadlines that may need attention.

A local Windows assistant that researches topics through Google Search and combines web sources with local files to draft reports.

Suggests herbal drinks from pantry ingredients, using web research, image search, and Google Lens to find recipes and ingredient references.

Organizes local files while the computer is idle and can use Google Search to identify unfamiliar vendors and add context to file metadata.

A local savings planner that uses Google Search to discover public financial product information while keeping personal planning data on the device.

Combines coursework, notes, and local AI study plans with Google Search results for supplementary learning material.

Reads a sports odds board and uses Google Search sports results and news to prepare daily booth scripts and reports.

Turns newsletters into private audio episodes and can add a topical news segment from Google News results.

Compares YouTube tutorials using timestamped transcripts to show which parts repeat familiar material and which introduce new ideas.

Finds vendors' release announcements through Google Search and checks whether documented changes affect a connected codebase.

Triages support tickets and drafts replies with fresh troubleshooting references retrieved through Google Search.

Monitors conditions described in natural language, using Google Search for requests without a source URL and notifying users when a change is detected.

Builds Formula 1 briefings from articles and uses Google Search to discover additional sources for follow-up questions.

A digital wardrobe and outfit planner with laundry tracking. Uses SerpApi Google Images API to find clothing visuals.

Compares flight options through Google Flights and uses a local Gemma model to help plan a trip.

Helps a beauty salon handle customer requests and restocking, using Google Shopping and product offer details to compare suppliers.

Creates short outdoor quests and uses Google Search weather results to adapt activities to local conditions.

Checks claims against web, news, and academic search results and produces an evidence report with citations and suggested corrections.

Creates outdoor bingo quests and finds nearby destinations through Google Maps to help users plan short activities outside.

Records evidence for website handoffs and uses Google Search to check whether an approved website appears in search results.

Audits product pages and compares Google Shopping offers to highlight catalog inconsistencies and suggest structured product data.

Turns service-job details into customer quotes and uses Google Search to compare local hourly rates before drafting the client message.

Finds prospective clients through Google Maps business searches and helps freelancers review listings for outreach.

Provides a shared Google Jobs feed for roles in Ireland and uses a local Gemma model to tailor CVs to selected jobs.

Retrieves Google Maps business details and reviews, then summarizes customer feedback into operational suggestions and draft replies.

Provides spoken walking guidance using nearby parks from Google Maps, local Google News headlines, and other public place information.

Turns produce photos into sales posts and shows Google Shopping price comparisons to help farmers choose an asking price.

Finds electronics listings on eBay Australia and uses local AI to extract product details for repair and resale decisions.

Identifies secondhand items from photos, compares eBay listings, and drafts resale listings with a local vision model.

Compares eBay listings to help secondhand sellers research prices and prepare resale listings.

Searches Google Jobs and remote-job feeds, ranks opportunities against a personal profile with local AI, and prepares a daily Discord digest.

Reviews grant eligibility requirements and uses Google Search to recover official Grants.gov links for missing source documents.

Uses a virtual dog to encourage outdoor quests and Google Local results to suggest named places to explore.

Suggests a time for an outdoor break and uses Google Maps to find nearby places for a short activity planned with open models.

Finds companies matching a product's target market through SerpApi Google Search, then presents website evidence for users to review and export a prospect shortlist.

Researches resale items using Google Shopping offers, product details, and retailer pages from Google Search, then summarizes the evidence with Gemma.

Researches product ideas through Google Search and Google Play, then combines competitor information and customer complaints into an MVP plan.

Helps plan hiking trips and retrieves recent trail-condition reports through Google News alongside local AI advice.

Finds local businesses through Google Maps, reads their reviews, and helps freelancers draft outreach based on gaps in each business's online presence.

Finds local business prospects through Google Maps and scores listings to help freelancers identify potential clients.

Creates marketplace listings from product photos and uses Google Shopping prices to suggest a selling price while accounting for the seller's costs.

Finds local businesses through Google Maps, audits their websites, and drafts outreach based on observed website issues.

Extracts medicine names from prescription images and finds online pharmacy offers through Google Shopping.

Combines Google Search, News, Maps, and Finance results with a local Qwen model to research product markets and summarize competitors.

Builds food-truck preparation plans from service details and local event information found through Google Search.

Finds Reddit discussions through Google Search and combines them with Hacker News posts into a local AI research brief about customer problems.

Helps freelancers scope client requests and prepare proposals using web research from Google Search.

Analyzes used-product listings with local models and researches new retail prices through Google Search to support price comparisons.

Creates resale listings and compares Google Shopping offers to support pricing decisions, with an optional voiceover for product promotions.

Turns contractor job descriptions into estimates and uses Google Search results to compare labor rates by trade and ZIP code.

Keeps a personal map of walking places and uses Google Search to check recent closures and events near a planned walk.

Searches eBay listings and compares them with public product recalls to flag possible matches for review.

Combines restaurant operations tools with Google Maps review analysis to identify customer concerns and draft owner replies.

Identifies changes to a freelance project’s scope and researches hourly rates through Google Search to draft change orders.

Compares client requests with a project's agreed scope and uses Google Search results to estimate market rates for paid change orders.

Helps small sellers prepare listings, manage shop tasks, and research competitor prices through Google Shopping.

Audits a brand’s visibility in AI answers and compares proposed page changes using cached Google Search evidence.

Suggests nearby places for short outdoor breaks using Google Maps and OpenStreetMap, with a field journal for recording visits.

Collects competitor offers from Google Shopping to support inventory checks, pricing suggestions, and merchant briefings.

Helps PhD applicants research faculty recruitment by finding lab pages through DuckDuckGo and checking Google Scholar author profiles.

Generates marketplace listings with a local Gemma model and compares Google Shopping prices for similar products.

Identifies secondhand items with a local vision model and compares eBay asking prices to calculate resale margins and maximum purchase offers.

Researches brands through Google Search to help creators prepare sponsorship rates and negotiation messages.

Helps boutiques and tailors manage orders, draft customer messages, and find design references through Google Images.

Researches competing apps through the Apple App Store and Google Play, then drafts store listings and tracks keyword positions.

Plans outfits with an on-device model and finds Google Shopping products within a budget to fill wardrobe gaps.

Builds printable neighborhood scavenger hunts using Google Maps place data and riddles written by a local language model.

Finds eBay and Etsy product pages through Google Search to help secondhand sellers research comparable items and draft listings.

Combines an outdoor field journal and voice guidance with Google Search reports about trail closures and local conditions.

Reads photos of Japanese flyers, finds missing shop addresses through Google Maps, and organizes worthwhile stops into a walking route.

Researches a place through web search and uses Gemma to create narratives about its past and possible future.

Reviews food labels against allergy profiles and searches for recall notices and cross-contamination reports.

Runs research tasks with local AI, retrieves web sources through SerpApi, and can produce an audio digest.

Finds cybersecurity, AI, and cloud opportunities, extracts deadlines, and schedules reminders.

Helps groups choose a restaurant and researches reviews, dishes, and menus using web and YouTube search.

Helps users reflect on a proposed purchase using personal context, a local model, and current product information from web search.

Finds time for friends to meet around their deadlines and searches Google Maps for nearby places.

Finds a suitable time to go outside using air-quality forecasts, local AI explanations, and current air-quality news.

Combines bus-card usage forecasting with SerpApi searches for Goa transit updates and disruption information.

Collects emergency advisories and news search results to help users review local hazards and supporting sources.

Creates spoken heritage walks using a local model and live web research about each stop.

Adds SerpApi web research to a learning companion that explains technology topics and finds supporting resources.

Creates personalized news briefs and rechecks watched stories for substantive updates using Google News.

Generates personalized nature quests and searches for nearby public places that can serve as starting points.

Turns book themes into outdoor expeditions and optionally finds nearby parks, libraries, bookstores, and landmarks with Google Maps.

Records outdoor voice notes, generates local AI reflections, and uses weather searches to help plan time outside.

Helps walkers document local problems with photos, reports, and nearby place context from Google Maps.

Creates walking mysteries from local places and researched facts, with photos influencing which route the story takes.

Researches food questions using web and image search results, with AI summaries and source links.

A local study assistant that finds fresh practice material on the web for topics a learner struggles with.

Turns a recipient brief into gift ideas, then searches Google Shopping for matching products and prices.

Researches places to visit using Maps listings, reviews, web results, and counter-evidence searches to compare recommendations.

Creates printable park treasure hunts and uses Google Maps reviews to suggest things visitors might find there.

A local AI trail guide with saved routes and optional live searches for trail and weather information.

Assesses suspicious forwarded messages with local AI and live web evidence about their URLs.

Turns an evening plan into a researched outing with place details, review evidence, and links for each supported claim.

Creates outdoor missions with local AI, photo checks, and optional web searches for seasonal context.

Adapts familiar recipes for people living abroad and uses Google Shopping results for ingredient price references.