We check every product on this page once a day and record whether it still answers.
A self-hosted crypto futures strategy builder that lets you test strategies against realistic backtests with real funding, slippage and fees before risking money, keeping your exchange keys on your own machine.
Watch out · Self-hosted execution means your exchange keys stay on your own machine rather than a third-party server.
Self-hosted
What to know▼
How it works
Lets you build crypto futures strategies without code, then backtests them with real funding, slippage and commissions, stress-tests, and out-of-sample validation; three AI agents diagnose, prototype and research strategies. Execution is self-hosted.
What's different
Honest backtesting that accounts for real funding, slippage and commissions rather than idealized results, plus self-hosted execution.
Best for
Crypto traders who want to validate futures strategies realistically before risking money.
Watch out
Self-hosted execution means your exchange keys stay on your own machine rather than a third-party server.
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A market screener that tracks real-time prices for over 320,000 trading cards across Pokemon, One Piece, MTG, Yu-Gi-Oh, Dragon Ball, Lorcana, Weiss Schwarz, and Digimon, with PSA grading data and a portfolio tracker.
What to know▼
How it works
Tracks card prices, PSA grading data, and market cap; includes a portfolio tracker.
Pricing
Free to start.
Best for
Trading card collectors and investors wanting to track their collection's value.
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A stock-trading simulation game where players buy, hold, or sell using real historical price data in solo or 1v1 modes, with return-based leaderboards.
What to know▼
How it works
Each round drops you into an actual past price window for a stock; solo mode to practice, 1v1 mode to trade the same window against another player live.
Best for
Practicing chart-reading and trading technique without risking real money.
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A professional risk-and-margin calculator terminal for forex, gold, and crypto multi-asset traders.
What to know▼
How it works
Calculates margin, pip value, and hedging grids for Forex, Gold, Crypto, and multi-asset trading, computing live broker margin locking rules and elastic pip metrics with zero latency.
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A product-launch directory where founders list startups for upvotes and visibility, aimed at getting discovered by early adopters and investors.
What to know▼
How it works
A marketplace where founders list products, gain momentum through community upvotes, and get discovered by early adopters, investors, and other builders.
What's different
Adds a startup-focused ranking system, founder profiles, and live community engagement on top of the usual listing format, positioned as more than 'just another directory.'
Best for
Founders wanting visibility, credibility, and validation for a new launch.
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A free browser game with 100 interactive simulators letting you face historical figures' real turning-point decisions.
FreeNo sign-up
What to know▼
How it works
100 interactive simulators let you face the real turning points of historical figures' lives — 6-10 decisions each — before seeing what they actually chose, with a historical reveal after every choice.
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The Hard Data provides reusable, source-verified cryptocurrency charts with data-through dates and caveats, plus downloadable raw data on stablecoin supply structures.
What to know▼
How it works
Reusable cryptocurrency charts with verified sourcing, data-through dates, denominators, and caveats; raw data downloadable.
Best for
Researching stablecoin supply structures with on-chain evidence.
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A forex simulator that generates synthetic market data so traders and developers can stress-test trading strategies and algorithms under custom scenarios.
What to know▼
How it works
Generates custom synthetic market scenarios for stress-testing forex trading algorithms.
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Personal finance dashboard combining budget tracking, savings goals, and a stock-analysis/investment-journal framework, explicitly not financial advice.
Watch out · Explicitly an educational tool, not financial advice.
What to know▼
How it works
Centralizes automated budget tracking, real-time savings goals, an investment portfolio and journal, an 8-category fundamental analysis framework, and an investment thesis model for why/when to buy or sell.
Watch out
Explicitly an educational tool, not financial advice.
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AI operating layer for small founding teams that executes instructions like pulling financial reports or drafting investor updates across connected tools.
What to know▼
How it works
A five-layer command interface (Setup, Orchestration, Company Brain, Memory, Intelligence) you instruct in natural language to pull financial reports or draft investor updates across your connected stack.
Best for
Lean founding teams that already have a product and need to run it like a business.
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Turns a SaaS URL into a fake branded demo dashboard with synthetic data, plus launch assets like OG cards and social images, for founders who want to look shipped before they actually are.
Free
What to know▼
How it works
Paste a SaaS URL and DemoDash reads the site's brand color, logo, and category to generate a branded demo dashboard with synthetic data, plus a share kit including an OG card, Instagram poster, X image, browser shot, and walkthrough video.
What's different
The dashboard data is openly synthetic and every number, label, theme, and template is editable.
Pricing
Free to try, no credit card required; Pro is $15/month or $120/year for unlimited, permanent, watermark-free demos and the full editor.
Best for
Founders who need launch assets and a demo dashboard before their product is fully built, for Product Hunt galleries, landing pages, or investor demos.
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Lightweight inventory tracker with QR labels and a Telegram bot for checking stock away from a desk.
What to know▼
How it works
Organizes stock in visual folders with a unique QR label per item, tracks stock history, and flags low quantities; a Telegram bot lets you check or update stock away from your desk.
Best for
Resellers and small businesses with one-of-a-kind stock.
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A local-first trading journal with an offline AI coach that reviews your trades and notes to flag costly habits, for traders who don't want their data on someone else's server.
No sign-upWorks offlineNo tracking
What to know▼
How it works
stores trades and notes in a single local file; AI coach runs against a local model (Ollama, LM Studio)
What's different
open source so the no-cloud claim is verifiable, plus a 'Leak Finder' that prices out bad habits
Best for
prop-firm traders needing drawdown and payout tracking
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Automatically manages a crypto portfolio on Binance with proprietary trading algorithms while users keep custody via restricted API keys, instead of manual trading or giving up asset custody.
What to know▼
How it works
Restricted API permissions retain user custody; transparent analytics compare to market and institutional products.
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Delivers twice-daily macro and market-sentiment briefings pulled from investor communities, for traders who want a 30-second read instead of scanning feeds.
FreeNo sign-upNo subscription
What to know▼
How it works
compresses Fed liquidity, rotation, and sentiment data into AM/PM briefings
Pricing
free, no account or subscription
Best for
active traders wanting a quick market temperature check
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A Spanish-language personal finance site with guides, comparisons, calculators and a 250+ term glossary covering investing, savings, taxes and crypto — for everyday consumers, not professional investors.
Free
What to know▼
How it works
A Spanish-language personal finance site offering guides, comparisons, calculators and a 250+ term glossary covering investing, savings accounts, deposits, taxes, crowdlending, cryptoassets, dividends and compound interest.
What's different
Focuses on clarity and risk awareness rather than promising returns or pushing aggressive recommendations.
Pricing
Free.
Best for
Everyday consumers in Spain starting to invest or build an emergency fund, not professional investors.
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A REST API layer for MetaTrader 5 that lets developers connect trading bots and web apps to MT5 without dealing with its native protocol — a pure developer integration tool.
What to know▼
How it works
A REST API layer for MetaTrader 5 that lets developers connect trading bots and web applications to MT5 in any programming language.
Best for
Developers building trading bots or web apps that need to integrate with MetaTrader 5.
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Scrapes public Chrome Web Store extension data (ratings, users, permissions) by URL, keyword or category.
What to know▼
How it works
Scrapes public Chrome Web Store extension data — ratings, users, publisher contacts, manifests, permissions, media, and privacy links — by URL, ID, keyword, category, or top charts.
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An Android app for tracking dividend income and portfolio analytics, built for individual investors — the 'developer' angle is just the founder's own background.
What to know▼
How it works
An Android app for tracking dividend income and portfolio analytics.
Best for
Individual investors tracking passive income from dividends.
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Scores whether current India/US market conditions justify investing extra beyond your regular SIP, using valuation, sentiment, momentum, and volatility signals instead of guessing.
Watch out · No market timing or predictions — signals, not forecasts.
What to know▼
How it works
Combines market valuation, sentiment, momentum, volatility signals into a single Shift Score.
Watch out
No market timing or predictions — signals, not forecasts.
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A free, no-login set of 17 Hong Kong-specific financial calculators covering property, tax, retirement, and investing, instead of generic US-centric calculators.
Free
What to know▼
How it works
17 free calculators across property, tax, retirement, investing, and market data, tailored to Hong Kong rules.
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A free random video chat app for founders, investors, engineers, and designers to meet other startup people in one-on-one calls, with token-powered filters for more precise matching.
Free
What to know▼
How it works
Instant 1-on-1 video calls with token-powered filters for precision matching.
Pricing
Free to join.
Best for
Startup people (founders, investors, engineers, designers) wanting to meet others in the space.
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Paper-trading platform giving users virtual cash to practice prediction markets across sports, politics and crypto.
What to know▼
How it works
Gives users $10,000 in virtual cash to practice live prediction markets across sports, politics, crypto, and news without risking real money, with a leaderboard.
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A micro-investment app for buying small amounts of 24K digital gold starting at 50 rupees. Aimed at young, casual savers in India rather than serious investors.
What to know▼
How it works
A micro-investment app for saving and buying 24K digital gold starting from ₹50 per purchase.
What's different
Focuses on building small, consistent saving habits rather than optimizing for returns like traditional investment platforms.
Best for
Young, casual savers in India who find traditional investing intimidating.
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A market-seasonality research platform for traders and investors, with a web database of historical seasonal win-rate patterns, downloadable datasheets and curated watchlists.
Watch out · The platform describes itself as educational; it is a research tool, not a broker or advisor.
What to know▼
How it works
A web-based seasonality database and downloadable datasheets let users screen historical bullish/bearish seasonal patterns by win rate, date range, years tested, and sector, plus curated watchlists and a Telegram bot for surfacing opportunities.
Best for
Traders and active investors who want historical seasonal patterns to build a structured trading routine.
Watch out
The platform describes itself as educational; it is a research tool, not a broker or advisor.
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Compares and ranks US ZIP codes, counties and tracts across 400+ data points on housing, schools, climate and commute, for people deciding where to live and for realtors or investors screening markets for clients.
What to know▼
How it works
Lets you explore, compare, and rank all US ZIP codes, counties, and census tracts using 400+ data points across housing, affordability, schools, amenities, and climate; you pick criteria, weight how much each matters, and it scores areas that match your goals.
What's different
Combines many separate data categories (housing, schools, weather, commute, healthcare access, broadband, demographics) into one rating engine across three geographic granularities, and lets you save your weighting model.
Best for
People deciding where to buy a home or retire, and realtors or investors screening markets for clients.
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A point-based marketplace where startup founders trade growth actions - launch-day shares, feedback, directory submissions - verified before points are released. For founders doing DIY marketing instead of buying ads.
What to know▼
How it works
Founders use a point-based system to request and perform verified growth actions — launch-day shares, product feedback, directory listings, newsletter mentions — with every action checked before points are released.
What's different
Verification before payout is meant to prevent freeloading, unlike informal trade-for-trade arrangements.
Best for
Founders doing DIY marketing who want to trade real growth actions instead of buying ads or grinding content alone.
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German property tax and cashflow calculator for investors
No sign-upPay onceNo subscription
What to know▼
How it works
Converts PDF tables like bank statements and invoices into Excel files, running entirely client-side with pdf.js and SheetJS so nothing is uploaded to a server.
What's different
No uploads, no account, no subscription — a one-time purchase that works with text-based PDFs.
Pricing
One-time purchase, no subscription, no account required.
Best for
People converting bank statements, invoices or reports from PDF to Excel who don't want to upload sensitive documents.
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An AI trading journal that syncs your MetaTrader history, reads emotion from a short voice check-in, and flags when you're about to revenge-trade or over-size a position.
Watch out · Available on web now; iOS and Android apps are listed as coming soon.
What to know▼
How it works
Syncs with your MetaTrader trade history, analyzes performance, and reads emotion from a 15-second voice check-in to flag when you're at risk of revenge trading or over-sizing a position, backed by a discipline score and an 'Oshi Score' radar.
What's different
Combines behavioral emotion detection with dynamic position sizing and prop-firm rules tracking, not just a trade log.
Best for
Active traders who want behavioral guardrails against emotional decisions, not just performance stats.
Watch out
Available on web now; iOS and Android apps are listed as coming soon.
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Generates a rental property investment analysis — cash flow, cap rate, and target pricing — from a pasted listing, backed by real comparables and negotiation strategy.
What to know▼
How it works
paste a listing and it produces financial metrics and negotiation strategy backed by market comparables
Best for
real estate investors who want a fast, defensible analysis instead of manual underwriting
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Financial news for AI agents and trading bots
What to know▼
How it works
Scans over 10,000 articles from more than 6,900 sources daily, deduplicates them, and assigns a 1-10 relevance score with per-ticker tags and categories; SEC filings flow from EDGAR into the feed in about six minutes.
What's different
Built for consumption by trading automations and AI agents rather than human readers, with a REST API and an MCP server for Claude Desktop, Cursor or custom agents, plus Telegram, email or webhook alerts.
Best for
Developers building trading automations who need a structured, ticker-tagged financial news feed.
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This is a domain name and brand identity for sale, not a working product — there's no tool here, just a name looking for a company.
What to know▼
How it works
A curated portfolio of short, memorable brand domains across extensions like .com, .ai, .io, .co, .net, .org and European country codes, sold as a single package.
Best for
A buyer looking to acquire a ready-made brand name and domain set rather than build a product.
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An AI market surveillance and investment research hub that shows the reasoning behind buy/sell ratings, forecasts, and consensus scores, instead of giving one opaque black-box answer.
What to know▼
How it works
Combines ranked market ideas, asset-level forecasts, risk and driver summaries, and bull/bear scenarios in one research experience for investors to inspect.
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Uncover Hidden Insights, Invest with Confidence
Watch out · This surfaces information from filings faster — it isn't investment advice, and the page doesn't say who reviews the AI's summaries for accuracy.
What to know▼
How it works
Scans public company filings with AI and distills what's changed into plain English, with alerts when something material happens and every fact linked back to the source filing.
What's different
Every claim traces back to a specific filing citation rather than an unsourced AI summary.
Best for
Individual investors who want the discipline of professional equity research without reading full filings themselves.
Watch out
This surfaces information from filings faster — it isn't investment advice, and the page doesn't say who reviews the AI's summaries for accuracy.
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A daily AI market scanner scoring S&P 500/Nasdaq-100/macro names each morning, paired with a bot that can execute those signals automatically.
Watch out · The page states this is 'not advice' — Coil is a scoring and execution tool, not a licensed investment advisor.
Free
What to know▼
How it works
Coil Scanner scores every S&P 500, Nasdaq-100 and macro name each market morning; Coil Trading Bot is a separate AI agent that can execute those signals automatically on your brokerage account.
What's different
Pairs a scoring engine with an execution bot as two connected products, so the same signal that ranks a stock can also trade it.
Pricing
Scanner is $12/month with a free daily preview; Trading Bot is a $29 one-time purchase.
Best for
Retail traders who want a daily ranked shortlist of large-cap names, optionally with automated execution.
Watch out
The page states this is 'not advice' — Coil is a scoring and execution tool, not a licensed investment advisor.
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Spark is a members-only social club in Bangkok arranging verified, hosted in-person introductions (coffee chats, dinners) for founders, investors, and other professionals — not a swiping app.
Watch out · This is limited to Bangkok and requires membership/verification — not a general dating or networking app.
What to know▼
How it works
A members-only social club in Bangkok that arranges verified, hosted in-person introductions — coffee chats, collaborative lunches, exclusive dinners — instead of a swiping app.
What's different
In-person, hosted, verified introductions specifically for founders, investors and creators, not an app-based matching algorithm.
Best for
Founders, investors and creators in Bangkok who want curated in-person introductions rather than cold networking or a dating app.
Watch out
This is limited to Bangkok and requires membership/verification — not a general dating or networking app.
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Deck hosting built into your capital-raising platform: upload once, get a shareable, optionally password-protected link instead of emailing outdated 20MB attachments to investors.
What to know▼
How it works
A deck hosting tool built into a capital-raising platform: upload your pitch deck once, get a shareable link (optionally password-protected) to send to investors instead of an email attachment.
What's different
Lives inside the fundraising platform founders already use, avoiding the common mistake of attaching the wrong deck version from Drive.
Best for
Founders who currently juggle multiple pitch deck versions across Drive and email and want a single link to share with investors.
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A workspace where startups build financial models, manage cap tables, organize a data room, and improve pitches with AI, while investors track deal flow and portfolio metrics, replacing scattered spreadsheets and tools.
What to know▼
How it works
Lets startups build financial models, manage cap tables, organize data rooms, and improve pitches with AI; lets investors discover startups, track deal flow, and monitor portfolio metrics.
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A free suite of calculators and a live calendar for high-yield ETF investors to compute DRIP dividend income, compare funds, track distribution dates, and get payout alerts across 150+ funds.
Free
What to know▼
How it works
Calculates dividend income and total returns with DRIP, compares funds side by side, tracks distribution dates on a calendar, and emails alerts when a fund announces its next distribution.
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A crypto backtesting engine that plugs into Claude, ChatGPT or other AI agents so you can describe a perpetuals or prediction-market strategy in plain language instead of coding it.
Watch out · Runs through Claude, ChatGPT or a similar external AI agent rather than as a standalone tool.
What to know▼
How it works
A crypto backtesting engine that plugs into Claude, ChatGPT or other AI agents, letting you describe a perpetuals or prediction-market strategy in plain language instead of coding it.
Best for
Crypto traders who want to test a strategy idea without writing backtest code.
Watch out
Runs through Claude, ChatGPT or a similar external AI agent rather than as a standalone tool.
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An AI tool turning any described dilemma into a custom spinning decision wheel, with fairness mode, coin flip, dice, and group picker.
What to know▼
How it works
Describe any dilemma — dinner, date night, who pays — and AI builds a custom spinning wheel, with a Fair Mode, daily couple card, coin flip, dice and group picker.
Best for
People who want help making small everyday decisions.
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An open-source, self-hosted Python framework for running LLM-powered stock trading bots on Alpaca with local risk guardrails.
Works offlineOpen sourceSelf-hosted
What to know▼
How it works
A self-hosted Python framework for LLM-powered stock trading on Alpaca and similar brokerages, with a local web dashboard for execution logs and agent reasoning, plus programmatic Python guardrails like stop-losses and allocation limits enforced before orders are dispatched.
What's different
Enforces risk boundaries with local code rather than relying on prompts, and supports pluggable custom news feeds, brokerages, and tools.
Pricing
Open-source.
Best for
Developers building LLM-driven trading bots who want local, self-hosted risk controls.
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Chrome extension that unifies Binance, OKX, and on-chain wallet balances in one read-only dashboard with AI portfolio notes.
Free
What to know▼
How it works
A Chrome extension unifying Binance, OKX, and EVM/Solana wallet balances in one read-only view, with AI portfolio notes and Fear & Greed alerts, using read-only APIs and local storage with no private keys or wallet connection.
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Free browser calculator showing the exact investment amount and year needed to make work optional, across FIRE variants.
Watch out · Runs in the browser, no account required.
FreeNo sign-up
What to know▼
How it works
Calculates the exact investment amount and year needed for expenses to be covered indefinitely, covering Standard, Coast, Barista, Lean and Fat FIRE plus a safe-withdrawal-rate tool.
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Search platform for free-to-use stock photos and videos from Unsplash, Pexels, Pixabay and Openverse with a built-in editor.
Free
What to know▼
How it works
Searches millions of free-to-use, clearly licensed photos and videos from Unsplash, Pexels, Pixabay, and Openverse, with creator tools and a built-in photo editor.
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A portfolio tracker that combines stocks and ETFs across global exchanges with physical gold and silver holdings in one dashboard, for investors, instead of juggling separate broker apps and spreadsheets.
Free
What to know▼
How it works
Log trades in any currency across exchanges and physical gold/silver holdings to get lot-level cost basis and P&L in one dashboard.
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A free directory that lets people compare and review finance and trading education resources — books, courses, brokers, prop firms, tools — in one place. Built for beginner and experienced investors, not a teaching platform itself.
Free
What to know▼
How it works
A directory where users browse, compare and review finance and trading education resources — books, courses, YouTube educators, brokers, prop firms, platforms and tools — each with difficulty level, pricing, creator info, strategies covered, minimum capital and community reviews.
Pricing
Free.
Best for
Beginner and experienced investors trying to figure out which finance education resources are worth their time and money.
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Print a QR on each shelf and scan when stock runs low — a dead-simple reorder loop for restaurants, salons and small shops that don't need full inventory software.
Watch out · Covers reordering, not inventory valuation or POS.
No sign-up
What to know▼
How it works
Print a QR card per shelf; staff scan when stock runs low and the reorder is logged and tracked to delivery.
What's different
Purpose-built for the reorder loop only — no app or login, live in about 15 minutes.
Pricing
Starts at 9 euros/month.
Best for
Small venues that just need reordering, not full inventory tracking.
Watch out
Covers reordering, not inventory valuation or POS.
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Aggregates Indian bond listings daily into one table and builds an investment plan comparing bonds to fixed deposits.
FreeNo sign-up
What to know▼
How it works
Scrapes the top 5 Indian bond platforms daily into one sortable table of 200+ bonds with YTM, rating, and maturity, then builds an investment plan against your goal with a side-by-side FD projection.
Pricing
Free, no login or KYC.
Best for
Indian investors comparing bond yields against fixed deposits.
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A browser extension that shows a live TradingView chart when you hover over any cashtag on X.
Watch out · No account, API key, or wallet access needed; supports plain names like 'Bitcoin' too, in 8 languages.
No sign-up
What to know▼
How it works
Hovering over any cashtag on X shows a live TradingView chart instantly, loaded right where you're reading, using the official TradingView public widget.
Watch out
No account, API key, or wallet access needed; supports plain names like 'Bitcoin' too, in 8 languages.
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A collection of 37+ free online calculators covering crypto DCA simulation, gold price, income tax, loan EMI, and other utility math, with no signup required.
FreeNo sign-up
What to know▼
How it works
Free calculators for finance and everyday utility tasks, including a crypto DCA simulator, gold price calculator, FBR income tax tool, and loan EMI calculator.
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A dividend-tracking app that keeps your portfolio data only on your device, so you get payout calendars and income projections without handing your holdings to a cloud service.
No sign-upWorks offline
What to know▼
How it works
Paste holdings from a note/spreadsheet, get payout calendar and yield analytics
What's different
No account or cloud storage, works offline
Pricing
Free to start; Pro adds auto refresh, alerts, broker CSV import
Best for
Investors who don't want their portfolio data leaving their device
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An open-source, self-deployed portfolio template for actors and artists, with a browser-based admin for credits, gallery, showreel, and contact info, that keeps content in your own Vercel project instead of a locked-in SaaS.
Watch out · Requires deploying your own instance on Vercel rather than signing up for a hosted service.
FreeOpen source
What to know▼
How it works
Deploys as your own project on Vercel with a browser-based Admin panel for managing credits, gallery, showreel, and contact details; ships with a fictional demo profile to start from.
Pricing
Free and open source.
Best for
Actors and artists who want a portfolio they own and control instead of a subscription SaaS.
Watch out
Requires deploying your own instance on Vercel rather than signing up for a hosted service.
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Three-pane merge conflict resolver for VS Code/Cursor with optional AI explanation, free and open source.
FreeOpen source
What to know▼
How it works
A three-pane merge resolver (yours | editable result | theirs) for VS Code and Cursor, with scroll-synced word diffs, authorship chips, a history timeline, and one-click apply for non-conflicting changes; optional AI reads your repo to explain and resolve conflicts.
What's different
Nothing hits git until you apply.
Pricing
Free and open source.
Best for
Developers resolving merge conflicts in VS Code or Cursor.
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An open-source Python backtesting engine that traces trading signals through weights, orders, fills, and performance for reproducible research, for quant developers, instead of building a custom backtester from scratch.
Works offlineOpen source
What to know▼
How it works
Supports vectorized research or order-aware simulation with transaction costs, walk-forward testing, 80+ metrics, and 25+ charts; runs locally, with optional managed market data through an API.
Pricing
Open-source and runs locally; managed market data available through a paid API.
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A native Mac/iPad/iPhone OSINT tool that expands a single email, domain, username, phone, IP, wallet or company into a linked intelligence graph using 40+ plugins; open source under MIT.
Open source
What to know▼
How it works
Turns a single selector — email, domain, username, phone, IP, wallet or company — into a live intelligence graph, running 40+ plugins (most needing no API key) automatically to expand findings.
What's different
Open source under MIT, with a native SwiftUI app for Mac, iPad and iPhone.
Best for
People doing digital/OSINT investigations on Apple devices.
We check every product on this page once a day and record whether it still answers.
A free, open-source calculator that tells you whether paying off debt or investing wins after taxes, using 2026 U.S. federal and state tax rules instead of a simple pre-tax rate comparison.
FreeNo sign-upOpen source
What to know▼
How it works
Applies 2026 federal brackets, NIIT, and state tax treatment to compare options like a HYSA, T-Bills, stocks, or IRAs against paying off a car or student loan, with shareable links.
What's different
Compares after-tax returns rather than the pre-tax rate comparison most calculators use.
Pricing
Free, open source, no signup.
Best for
anyone deciding whether to pay off a loan or invest extra money.
We check every product on this page once a day and record whether it still answers.
An MCP server that gives Claude/ChatGPT/Gemini direct access to SEC filings, earnings call transcripts, and congressional trading data, citing sources.
FreeOpen source
What to know▼
How it works
90 tools + REST API over 5,000+ US stocks: filings, self-captured earnings call transcripts, KPIs, insider/congress trades.
What's different
Cites every answer to the source filing and is built to refuse guessing.
Pricing
Free tier: 100 calls/day.
Best for
Developers building financial research tools or analysts using AI assistants for filings research.
We check every product on this page once a day and record whether it still answers.
An open-source C++/Python framework for running your own crypto funding-rate arbitrage and market-making bots on your own servers instead of a cloud platform — used at institutional trading desks.
Open sourceSelf-hosted
What to know▼
How it works
An open-source C++/Python framework for running crypto funding-rate arbitrage and low-latency market-making bots, with Python for strategy logic and C++ for execution; installable via pip.
What's different
Strategies, API keys and execution run entirely on your own infrastructure rather than a cloud bot platform, and it offers enterprise private deployment.
Best for
Institutional trading desks and developers wanting to self-host crypto trading strategies rather than use a hosted bot platform.
Tools for investing and trading — the short answers
Every number here comes from our own daily check — not from a vendor list.
Tools for investing and trading — how many are there?
Tablif is tracking 640 of them. 621 answered our check today, and 16 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. 621 of these 640 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?
117 of the live ones say so in their own words, and 40 let you start without making an account. Tablif records the claim the product makes; we don't verify pricing.
Any open-source options?
14 of the live ones on Tablif mention being open source.
What's the newest one?
Polyfollow — Tablif first saw it today.
Did a person actually look at these?
633 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.