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AI tool that turns a plain-language project description into a full Gantt chart schedule with dependencies and resources, no Microsoft Project skills needed.
Nothing to installCan export my data
What to know▼
How it works
Describe tasks and deadline, AI lays out the timeline automatically.
Best for
People who need a project schedule but don't know Microsoft Project or Primavera.
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A smart home budgeting tool for homeowners.
Watch out · Live today in Finland, the Netherlands, and Sweden, with more of Europe planned next.
Free
What to know▼
How it works
Shows homeowners what their house will cost over the coming years and whether a contractor's quote is fair, applying the operating model professional property managers use.
What's different
Helps determine when repair stops beating replacement.
Pricing
Guides and calculators are free; the app is €37/year.
Watch out
Live today in Finland, the Netherlands, and Sweden, with more of Europe planned next.
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A quote-building tool for sales teams, contractors, and manufacturers that replaces Excel-based quotation workflows with templates, pricing formulas, and PDF generation.
What to know▼
How it works
Reusable quote templates with dynamic fields, automated pricing formulas, customer/product catalogs, and instant PDF sharing.
Best for
Sales teams, manufacturers, and contractors currently quoting customers via spreadsheets.
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A free browser-based word processor with an AI agent that drafts and edits your document while tracking every change for you to accept, drawing on models from several AI providers.
FreeCan export my data
What to know▼
How it works
A browser-based word processor with a built-in AI agent that drafts, edits and proofreads while tracking every change for review. You can accept suggestions individually or all at once, restore any prior version, and collaborate in real time.
What's different
Draws on models from OpenAI, Anthropic, Google and xAI in one editor, and offers generous free usage.
Pricing
Free, with generous free usage.
Best for
People who want an AI writing assistant that tracks changes for review rather than silently overwriting text.
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Batteries-included monorepo giving solo founders a full SaaS backend (auth, multi-tenancy, ORM, blog) on Cloudflare's edge.
What to know▼
How it works
A batteries-included monorepo giving solo founders a full SaaS backend on day one — auth, RBAC, multi-tenancy, an ORM, a blog, file uploads, realtime, queues — with close to 50 packages running on Cloudflare's edge.
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A free calculator that estimates gravel tons, yards, and cost for driveway and landscaping projects.
Free
What to know▼
How it works
Estimates gravel weight, volume, and total cost for driveways, paths, landscaping, French drains, and paver bases from your dimensions, gravel type, waste allowance, and local pricing.
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A GDPR consent-logging API built for solo developers and small businesses who can't justify OneTrust or Usercentrics' enterprise pricing.
Free
What to know▼
How it works
A GDPR consent-logging API that records timestamp, IP hash, user agent, consent purpose and withdrawal to create an audit trail, and generates regulator-ready reports for CNIL and BfDI.
What's different
Positioned against enterprise consent management platforms like OneTrust and Usercentrics, which start around €50-100+/month.
Pricing
$29/month.
Best for
Solo developers, indie hackers and small businesses that need GDPR-compliant consent logging without paying enterprise CMP prices.
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Free calculators and a 200+ panel database help homeowners estimate solar system size, payback period, and the federal tax credit before talking to an installer.
Free
What to know▼
How it works
A database of 200+ solar panel models feeds a savings calculator, system size estimator, payback period calculator, and a dedicated 30% federal ITC tax credit calculator.
Pricing
Free.
Best for
Homeowners who want to estimate solar system size, payback period, and tax credit before talking to an installer.
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A GPS camera app for field professionals that stamps photos with location, time, and metadata and compiles them into inspection or documentation reports.
What to know▼
How it works
Captures GPS-tagged, timestamped photos and generates a report from them.
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Full Flutter + TensorFlow Lite source code for an offline AI object-counting app (workers, pipes, bricks), sold for reuse rather than offered as a hosted product.
Works offline
What to know▼
How it works
Flutter + TensorFlow Lite app, works 100% offline, claims 95%+ accuracy across 10+ categories.
Pricing
$49 for full source code.
Best for
Developers building for construction/warehouse counting use cases; buyers reselling or white-labeling.
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A collection of 41 free construction material calculators with inspectable formulas plus five browser-local project guides, keeping quantity math separate from supplier prices, labor, and permits.
FreeNo sign-up
What to know▼
How it works
Each calculator exposes its formula, editable assumptions, ordering rounds, worked examples, and sources; project data stays in the browser.
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A free calculator that converts your lawn, garden bed, or truckload dimensions into cubic yards, bags, or tons of topsoil needed — no sign-up, quick answer for a one-off project.
FreeNo sign-up
What to know▼
How it works
Converts lawn, garden bed, or truckload dimensions into the exact cubic yards, bags, or tons of topsoil needed.
Pricing
Free, no sign-up needed.
Best for
Anyone doing a one-off landscaping or gardening project who needs a quick topsoil estimate.
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Bundles auth, payments and a database into one integration for indie hackers building digital products, instead of wiring together separate services and fragile webhooks yourself.
Watch out · Currently limited to 100 early-adopter developer signups rather than being generally available.
Free
What to know▼
How it works
Bundles authentication, payments and a database into one system for indie hackers launching digital products, integrated with a single command instead of stitching together separate services and webhook logic. An AI agent handles the setup, and billing, access and customer data stay in sync automatically.
What's different
Positioned as 'Stripe for indie hackers' — one integration instead of assembling auth, payments and a database from separate tools.
Pricing
Free for the first 100 early-adopter developers who sign up.
Best for
Indie hackers building and launching digital products who want backend infrastructure handled for them.
Watch out
Currently limited to 100 early-adopter developer signups rather than being generally available.
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A virtual internship and training program where you apply to a domain, complete real project tasks, and earn a certificate that can be verified online.
What to know▼
How it works
Apply to a domain, complete real project tasks, and receive an online-verifiable certificate.
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Puts ads, designs or product concepts in front of real people for feedback before you commit to them publicly. Built for marketers, designers and product teams validating creative work pre-launch.
What to know▼
How it works
Puts ads, brand ideas, designs, or product concepts in front of a real audience to gather feedback before you commit to them publicly.
Best for
Marketers, designers, and product teams who want audience proof before greenlighting a campaign or launch.
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Six simple follow-up tools for quotes, invoices, reviews, leads, meetings and enquiries, built for tradespeople and small businesses who don't want a full CRM.
What to know▼
How it works
A suite of six separate follow-up tools — for quotes, invoices, reviews, leads, meetings and customer enquiries — each doing one job instead of bundling everything into a CRM.
What's different
Single-purpose tools rather than a complicated CRM, aimed at cutting admin.
Best for
Tradespeople and small businesses across multiple countries who need simple follow-ups, not a full CRM.
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A website and lead-management builder made specifically for home-service contractors like plumbers, HVAC techs, electricians and roofers — live in under 10 minutes, no agency needed.
What to know▼
How it works
A website builder and lead-management platform built specifically for home service contractors — plumbers, HVAC techs, electricians and roofers — that gets a professional site live in under 10 minutes, captures leads automatically, and collects Google reviews after every job.
What's different
Purpose-built for home service trades specifically, rather than a general-purpose website builder, and requires no agency or technical skill.
Best for
Plumbers, HVAC techs, electricians and roofers who need a website and lead pipeline without hiring an agency.
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Replaces paper forms and spreadsheets with one system for managing field crews, projects, equipment, and costs, for construction and field-service companies.
What to know▼
How it works
tracks employees, projects, hours, assignments, equipment and costs in one platform
Best for
construction and field service companies coordinating office and field teams
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AI invoicing, quoting and call-answering tool built by a former tradesperson for trade businesses — turns photos into quotes and voice into invoices. Aimed at plumbers, electricians and similar trades; the offer is 6 months free for the first 50, not a permanent free plan.
What to know▼
How it works
AI invoicing and quoting tool for trade businesses with an AI receptionist that answers calls 24/7, a GPS job planner for drag-and-drop scheduling, photo-to-quote, voice-to-invoice, and barcode stock scanning on your phone.
What's different
Built by someone who ran a trade business for 26 years, aimed specifically at trades rather than generic invoicing software.
Pricing
Founding member offer: the first 50 signups get 6 months free, no credit card required.
Best for
Plumbers, electricians, and similar trade businesses.
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Provides exact material-specific calculators (concrete, tiles, masonry, rebar) to generate a Bill of Materials before issuing a purchase order, instead of manual clipboard math prone to budget overruns.
What to know▼
Best for
Procurement officers, quantity surveyors, and site engineers.
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Overlays a reference photo's outline on your live iPhone camera so you can line up the exact same shot again, for before/after, fitness or renovation progress photos. Free, no account.
Watch out · iPhone only. Photos never leave the device, per the product's own claim.
FreeNo sign-upNo ads
What to know▼
How it works
Overlays a chosen reference photo's outline on the live iPhone camera viewfinder so the user can move the phone until the edges snap onto the same scene, recreating the same angle and framing.
What's different
Traces the exact contours of a prior photo onto the live camera view instead of relying on rough visual matching.
Pricing
Free, no account, no ads, no in-app purchases.
Best for
People taking recurring before/after shots — fitness progress, plant growth, home renovations, or recreating travel photos.
Watch out
iPhone only. Photos never leave the device, per the product's own claim.
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A UK manufacturer of uPVC sliding sash windows designed to replicate traditional timber sash windows.
What to know▼
How it works
Manufactures uPVC sliding sash windows designed to replicate traditional timber sash windows, with vertical sliding operation, thermal insulation, and multi-point locking.
Best for
Heritage and contemporary properties across Bradford and Yorkshire.
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A paid Next.js + Supabase SaaS boilerplate with auth, billing and deploy already wired up — a one-time $100 starter kit for developers, not a generic office tool.
Pay once
What to know▼
How it works
A Next.js 16 + Supabase SaaS boilerplate with Supabase Auth SSR, Lemon Squeezy billing webhooks, PWA support, marketplace SEO, CI, buyer docs, and a live demo page already wired up.
What's different
Aimed at skipping the repeated work of rebuilding auth, billing, and deploy plumbing for each new SaaS project.
Pricing
$100 one-time purchase on Gumroad.
Best for
Indie hackers and developers who want to skip rebuilding SaaS infrastructure from scratch.
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Marketplace connecting US homeowners to vetted contractors, designers and mortgage brokers for building, renovating or financing a home.
Watch out · US only.
What to know▼
How it works
Connects homeowners with vetted, licensed local professionals including general contractors, interior designers, and mortgage brokers, for building, renovating, or financing a home.
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A free, web-based 3D tile layout planner that calculates grids for uneven real-world walls from four-corner measurements, generating a cutting list for contractors instead of using CAD software.
FreeNo ads
What to know▼
How it works
Snaps 90° patterns, accounts for tile and adhesive thickness, handles niches and columns, and generates a grouped cutting list.
Pricing
Free, no paywalls or ads.
Best for
Tilers and contractors handling real-world crooked walls.
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A tool that generates a contractor estimate — scope of work, line items, and pricing — from a description using GPT-4o, for service contractors to review, edit, and send to clients as a PDF.
What to know▼
How it works
Generates estimate content from a description of the job, which the contractor reviews, edits, and downloads as a PDF.
Pricing
Free plan includes 5 quotes/month, no credit card required.
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A mobile/web structural engineering tool for RCC frame design and finite element analysis against Indian building codes.
What to know▼
How it works
Designs RCC frames and runs full finite element analysis against IS 456/1893 codes, generating bar bending schedules, material takeoffs, and instant PDF reports with dimensioned drawings and cost estimates, from phone or web.
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A free calculator site (finance, health, math, construction) that shows the underlying formula and worked example, not just an answer.
FreeNo sign-up
What to know▼
How it works
Provides 60 free calculators for finance, health, math, construction, conversions and science, each showing its formula and a worked example alongside the result.
What's different
Shows the formula and worked example instead of just a black-box answer.
Pricing
Free, no sign-up.
Best for
People who want to understand how a calculation was reached, not just the result.
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Portfolio/reputation platform where freelancers and agencies showcase work and get discovered by clients instead of bidding wars.
What to know▼
How it works
Freelancers and agencies showcase work through real portfolios, case studies, and community contributions, and get discovered through authentic reviews instead of bidding wars.
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Free tool comparing a builder's quote against verified Northern Ireland price ranges for common home projects.
Free
What to know▼
How it works
Enter a quoted price for a home project — kitchen, bathroom, extension, rewire, boiler, roof, or windows — and compare it against verified Northern Ireland 2026 price ranges with proper VAT handling.
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Rates how exposed your specific day-to-day tasks are to AI automation, not just your job title, and gives you a plan — a personal AI-job-risk check.
FreeNo sign-up
What to know▼
How it works
You enter your job title, it pulls the actual tasks that make up that role, you rate how much time you spend on each with a quick tap scale, and it scores your specific AI exposure and gives you a plan.
What's different
Scores exposure at the task level based on how you actually spend your time, rather than scoring by job title alone.
Pricing
Free, no login or signup required.
Best for
Workers who want to know how much of their specific day-to-day work AI can already do, in about 60 seconds.
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A browser-based receipt generator with 100+ templates you fill in and download in three steps, no accounting software needed. Aimed broadly at freelancers, contractors and small sellers, not full bookkeeping.
FreeNo sign-upNothing to install
What to know▼
How it works
A browser-based receipt generator with 100+ customizable templates (modeled after brands like Amazon, Costco, Starbucks) where you pick a template, add details, and download.
Pricing
Free.
Best for
Freelancers, contractors and small sellers who need a quick, professional-looking receipt without accounting software.
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A tablet check-in system that replaces paper sign-in sheets at construction sites, warehouses and offices, with a QR code, policy acknowledgment and a live who's-on-site dashboard.
Can export my data
What to know▼
How it works
Replaces paper sign-in sheets with a QR-code check-in: visitors scan a site-specific code, enter their details, and must acknowledge a safety or conduct policy before proceeding, while a live dashboard shows who's currently on site.
What's different
Makes policy acknowledgment mandatory before check-in completes, and lets managers sign visitors out remotely.
Pricing
No credit card required to start.
Best for
Construction sites, warehouses, and offices that need to track visitors and enforce safety policy acknowledgment for audits.
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Generates professional-looking permit site plans from a property address — property lines, contours, building footprints and labels via a guided six-step workflow, without learning CAD or waiting on someone else's timeline.
What to know▼
Best for
Homeowners, small builders and GCs handling small permits.
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Send job details over WhatsApp and it writes quotes, sends invoices and chases late payments under your business name, for trades businesses that'd otherwise do this by hand at night.
What to know▼
How it works
You send job details over WhatsApp and it writes professional quotes, sends invoices, follows up on unpaid payments with reminders, and keeps customers updated, all under your business's own name.
What's different
Runs through WhatsApp, the channel trades businesses already use, rather than requiring a separate app or dashboard.
Best for
Trades business owners who currently write quotes and chase invoices manually in the evenings.
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A 100% Italian 700M LLM built entirely from scratch.
Watch out · Described by its own maker as prone to hallucinating details, though grammatically fluent Italian.
What to know▼
How it works
A 700M-parameter Italian language model trained entirely from scratch -- custom tokenizer, architecture, and weights, with no pre-trained base or external wrappers.
What's different
Not fine-tuned on an existing foundation model; built ground-up specifically for Italian.
Best for
People interested in a proof-of-concept for sovereign, from-scratch language models.
Watch out
Described by its own maker as prone to hallucinating details, though grammatically fluent Italian.
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A Chrome extension that adds rich-text formatting and AI proofreading (via your own OpenRouter key) to LinkedIn, X and Threads post boxes — for anyone posting on those platforms.
Watch out · AI proofreading and auto-styling require you to supply your own OpenRouter API key, not a bundled AI subscription.
What to know▼
How it works
A Chrome extension that adds a floating toolbar, pop-up window, and side panel to LinkedIn, X, Threads and other sites, offering 20+ Unicode font styles, Smart Paste from Google Docs and Word, live post preview, and drafts organized in folders and tags. AI proofreading and auto-styling run on your own OpenRouter API key.
What's different
Works as an overlay directly inside the sites you're already posting on, rather than a separate editor.
Best for
People who write and format posts on LinkedIn, X, or Threads.
Watch out
AI proofreading and auto-styling require you to supply your own OpenRouter API key, not a bundled AI subscription.
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A skip bin hire and waste removal service for Brisbane, covering home renovations, garden cleanups, and construction sites. A local logistics service, not software.
What to know▼
How it works
Delivers skip bins for waste removal in Brisbane and surrounding suburbs, in a range of sizes, for home renovations, garden clean-ups, and construction site waste.
Best for
Brisbane households and construction sites needing rubbish disposal.
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All-in-one HVAC field-service software for work orders, scheduling, dispatch, quotes and invoices that keeps working offline in basements and syncs once back online. Free for a 3-month pilot, not permanently free.
Works offline
What to know▼
How it works
All-in-one HVAC software for small service shops covering work orders, scheduling, dispatch, quotes, invoices, and customer history; works offline (e.g. in basements) and syncs automatically once back online.
Pricing
3-month free pilot, no card required.
Best for
Small HVAC service teams that need field software that keeps working without signal.
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A Next.js/Prisma/Stripe starter kit for developers to build a no-code AI-agent SaaS — sign up, build an agent grounded in your own docs, and take payments.
What to know▼
How it works
A Next.js/Prisma/Stripe starter kit for building a no-code AI-agent SaaS: sign up, build an agent grounded in a PDF, website or YouTube video, chat with cited answers, invite teammates with role-based permissions, publish to a marketplace, and take payment via Stripe.
What's different
The full signup-to-payment loop is already wired end-to-end, with support for OpenAI, Claude and Gemini as providers.
Best for
Developers who want a working starting codebase for an AI-agent SaaS instead of building the loop from scratch.
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Free software that collects and grades your subcontractors' certificates of insurance so general contractors don't have to chase and check COIs by hand.
Free
What to know▼
How it works
Collects and grades subcontractors' certificates of insurance (COIs) and monitors them on an ongoing basis for general contractors.
Pricing
Free forever.
Best for
General contractors who need to track subcontractor insurance compliance without manually chasing certificates.
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Job scheduling & work orders for small trade teams
Free
What to know▼
How it works
Job scheduling and work-order tracking built for solo and 2-person trade crews (electricians, HVAC), with AI-written job summaries when a visit closes and a mobile app for techs to check in, snap photos, and close out jobs from the field.
Pricing
Free forever for one technician, no credit card; $49/mo once the crew grows past one tech.
Best for
Solo or 2-person electrician and HVAC crews replacing paper work orders and memory.
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Turns roof measurements into a full itemized estimate with materials, labor and markup in about three minutes instead of hours in a spreadsheet. Built specifically for roofing contractors quoting jobs.
FreeCan export my data
What to know▼
How it works
You enter roof details — size, type, pitch and tear-off requirements — and it generates a full estimate with itemized materials, labor costs and equipment, which you can edit, adjust markup on, and export as a PDF.
Pricing
Free plan includes 2 full estimates; Pro plan is $39/month for unlimited estimates and PDF export.
Best for
Roofing contractors in the US and UK preparing client estimates.
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A desktop PDF editor built to stay smooth on huge CAD and construction drawing exports from AutoCAD, Revit and ArchiCAD, running fully offline so drawings never leave your machine.
FreeNo sign-upWorks offline
What to know▼
How it works
A desktop PDF editor for Windows and Mac built to stay smooth on scroll, zoom and pan across heavy AutoCAD, Revit and ArchiCAD exports and project sets of 50-200MB or more. It runs locally on the user's machine.
What's different
Targets the specific failure mode of general PDF tools — stalling and stuttering on dense CAD/construction drawings with heavy vector line work and hatches — and processes files fully offline.
Best for
Architects, structural/civil engineers, MEP professionals and construction teams working with large, heavy drawing sets.
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A free browser-based tool for designing timber structures like pergolas, carports, and roof trusses in 3D, generating an automatic parts list, cutting plan, and PDF export without installing software.
FreeNothing to installCan export my data
What to know▼
How it works
Design timber structures in 3D in the browser; auto-generates a parts list and cutting plan and exports to PDF.
Pricing
Free, no install.
Best for
People planning to build a pergola, carport, or roof truss who need a cutting plan.
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Lets field-service workers (cleaners, handymen, landscapers, painters, inspectors) fill in a job template with before/after photos and a signature, then send a branded PDF proof-of-work report with GPS and weather stamped in. Works offline, no account needed.
No sign-upWorks offline
What to know▼
How it works
Field-service workers fill in a job template with before/after photos and a signature, then send a branded PDF proof-of-work report with GPS and weather stamped in before leaving the job.
What's different
Works offline and needs no account.
Best for
Cleaners, handymen, detailers, landscapers, pet sitters, inspectors and painters who need proof-of-work for every job.
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A free calculator that estimates how much bitumen a road job needs from your inputs, built for civil engineers and contractors, not software developers, despite the mismatched tags.
FreeNo sign-up
What to know▼
How it works
Estimates the amount of bitumen required for a given road area from your inputs, without needing a sign-up.
Pricing
Free.
Best for
Civil engineers, contractors and road construction professionals estimating materials for project planning and quoting.
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A paid WCAG accessibility audit delivered as a report within 24 hours, no account or install needed. For any site owner who needs a compliance check, not ongoing monitoring.
No sign-upNothing to install
What to know▼
How it works
You submit your website and get back a 16-point WCAG accessibility audit as a styled report within 24 hours.
Pricing
Paid audit; delivered per request rather than as a subscription.
Best for
Site owners who need a one-off compliance check, not ongoing accessibility monitoring.
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Free engineering calculator for civil engineers, paving contractors and quantity surveyors — bitumen quantity, asphalt mix weight, aggregate weight, project volume, material cost and unit conversions, using industry-standard formulas instead of spreadsheets.
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An iOS app for tradespeople that scans van receipts with on-device OCR and shows live job profit per job.
Watch out · iOS only.
Works offline
What to know▼
How it works
Scan receipts from the van; on-device OCR reads each line, matches the right job automatically, and shows live net profit per job, with optional cloud AI for faded receipts.
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Opens, measures and marks up DWG/DXF CAD files in the browser without installing AutoCAD; parsing happens locally so files aren't uploaded. Aimed at contractors and reviewers, not software developers.
FreeNothing to installWorks offline
What to know▼
How it works
Opens DWG and DXF CAD files directly in the browser without AutoCAD, letting you view layers, search labels, measure distances, mark up issues, convert between DWG/DXF/PDF, and share view-only links. Supports DWG formats from R12 through 2024.
What's different
Parses files locally in the browser by default rather than uploading them to a server, and requires no AutoCAD license or install.
Pricing
Free.
Best for
Contractors, engineers, and reviewers who need to view or mark up CAD drawings without owning AutoCAD.
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Offline-first scheduling, dispatch and invoicing software for field service contractors and trades, with no per-transaction payment processing fees taken by the platform.
Works offline
What to know▼
How it works
An offline-first Progressive Web App for field service management: technicians manage jobs, check inventory, and build estimates without a connection, syncing once they hit cellular service. Includes Good/Better/Best tiered quoting for estimates.
What's different
0% payment processing fees — businesses can use their own processor or peer-to-peer QR codes instead of standard card fees.
Pricing
Flat pricing model with zero feature-gating.
Best for
Field service contractors and trades who often work without reliable connectivity.
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AI writing tools for Chrome — rewrite, proofread, summarize — that run on-device with Gemini Nano so your text never leaves the browser. Free to install.
FreeWorks offline
What to know▼
How it works
A Chrome extension that rewrites text in any tone, proofreads, summarizes, and transforms text on any page, running the AI model on-device using Gemini Nano.
What's different
Processing happens on-device with Gemini Nano, so text doesn't leave the browser, unlike cloud-based writing assistants.
Pricing
Free on the Chrome Web Store.
Best for
Chrome users who want AI writing help on any webpage without sending their text to a server.
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A mobile app for solo trade contractors, plumbers, electricians, HVAC techs and roofers, to log a job, send the invoice and get paid in three taps instead of crew-priced tools like Jobber.
FreeWorks offline
What to know▼
How it works
A native mobile app (iOS and Android) for solo trade contractors to log a job, send an invoice, and collect payment in three taps.
What's different
Mobile-first and priced for a single contractor, unlike crew-priced field-service tools like Jobber, Housecall Pro, or ServiceM8 that cost $50-200+/month.
Pricing
Free tier available.
Best for
Solo plumbers, electricians, HVAC techs, landscapers, cleaners, handymen, painters, roofers, and remodelers.
Tools for construction and trades — the short answers
Every number here comes from our own daily check — not from a vendor list.
Tools for construction and trades — how many are there?
Tablif is tracking 277 of them. 269 answered our check today, and 6 we couldn't reach — we don't claim those are dead.
Which ones are still maintained?
Tablif knocks on every door once a day and records the answer. 269 of these 277 responded on the latest run, so that number is what "still here" means on this page — not a review score.
Are any of them free?
62 of the live ones say so in their own words, and 23 let you start without making an account. Tablif records the claim the product makes; we don't verify pricing.
Any open-source options?
1 of the live ones on Tablif mention being open source.
What's the newest one?
Pingback — Tablif first saw it yesterday.
Did a person actually look at these?
274 of them Tablif opened and read, then wrote a one-line summary in our own words instead of reusing the founder's tagline. The rest carry keyword labels we haven't confirmed by reading yet — and we say so rather than hiding it.