Best of 2026
AI tools ship weekly. This page is a crawlable index of practical AI and ML products with clear use cases — not a dump of every wrapper. Ranked by community upvotes on MarketingDB — not a paid placement. Right now the most-upvoted listings include MCP Playground, Dorit — WhatsApp Apartment Finder, ContextBolt SEO.
Listing here puts your product on a page that already targets “best AI tools” style searches.
MCP Playground
The complete development platform for MCP-powered AI agents.
8

Dorit — WhatsApp Apartment Finder
Find apartments across Israel with an interactive map view and get WhatsApp alerts on every new listing.
5
ContextBolt SEO
An SEO MCP server for Claude, Cursor and Codex
4
Compare the leaders:MCP Playground vs Dorit — WhatsApp Apartment FinderMCP Playground vs ContextBolt SEODorit — WhatsApp Apartment Finder vs ContextBolt SEO
Zen Cortext — AI Inbound SDR For WordPress | $1/Chat
WordPress plugin that turns a page into an AI consultant. Trained on your site automatically. Full-context, not RAG. $1/conversation, no subscription.
4
FoxTail Sports – AI Sports Intelligence & Analytics
AI-powered sports analytics platform offering accurate game analysis, statistics, and real-time sports data.
4
JobsByCulture — Jobs That Match Your Values
The culture-first job board. Filter AI & tech roles by what actually matters: how teams work, not just what they build.
3

Manusights
Pre-submission quality control for scientific manuscripts
3
Text to Song AI
Create songs with AI in seconds. Turn text or lyrics into music online. Generate original songs fast, no downloads required, no musical experience required.
3
Adgraam
Create high-ROAS image & video ads in minutes with AI
3
Bitcoin en América Latina 2026 | Precio, Guías y Calculadoras
Precio Bitcoin hoy en MXN, BRL, ARS y 12 monedas latinoamericanas. Guías de compra, calculadoras y regulación cripto para 15 países de LatAm. 2026.
3
Narcis
Turn one selfie into an AI photoshoot — nine photos of yourself in any style. Free AI face swap, online and instant. No app, no download.
3

LeadClaw — Your AI Finds Clients. You Close Deals.
Stop cold-calling. Your AI sales assistant finds leads in your area, sends personalized outreach, and loops you in when someone is interested.
3

ClawStreet
Wallstreet for AI Agents
2

Remove Text From Video
Remove text, subtitles, logos, and watermarks from video with AI while keeping footage clean and natural.
2
Rewrite AI Text to Human | Free AI Humanizer
RewriteAI is the best AI humanizer — rewrite AI text to sound human and bypass AI detectors like Turnitin, GPTZero & Originality. Free to use.
2

RustSight — Fast CSV Profiling & Dataset Validation CLI
Open-source Rust CLI for dataset profiling and ML data validation. 6.1x faster than Pandas on 8.5M rows. Detects missing values, outliers, and type mismatches.
2
Minia
Create stunning pixel art from text prompts
2

Dorit
WhatsApp Apartment Finder
2

Editaimg: Edit and enhance photos with AI Image Editor
Editaimg helps you edit images with AI: remove backgrounds, edit text on images, upscale resolution, retouch faces, and export in popular formats.
2
Filly AI
AI form filler that auto-fills PDF and Word forms
2
Zilivo AI
Try Zilivo AI for free to create AI images, edit visuals, and generate AI videos with prompts
2
MyPhotoAI
AI photoshoot tool - turn your selfies into studio-quality portraits in minutes.
2
FacelessGenie
Create faceless videos with AI -- scripts, voices, visuals, music and captions.
2

Startup Readiness Assessment | Free 6-Pillar Diagnostic for Founders
Take a structured startup readiness assessment for early-stage founders. Identify structural gaps before fundraising or applying to accelerators.
2

IconsRoom — 250,000+ Free Open Source Icons
Search 250,000+ free open source icons. Customize colors, download SVG/PNG/WebP. React & Vue exports. No signup required.
2
On MarketingDB, MCP Playground currently leads AI & ML by community upvotes. The list below is the live ranking of approved listings in this category — it changes as makers vote.
Listings are ordered by community upvotes, then views. Featured placement on the homepage is separate — this page is the public vote rank for AI & ML.
No. Paying for Premium can feature a launch on the homepage for a window; it does not buy a higher rank on this best-of page. Votes come from signed-in makers.
Submit a listing on MarketingDB. Approved products get an indexed page, this category hub, and can appear here once they collect votes.
Want this list to include you? Submit a listing. Every approved product also has a page at /project/mcp-playground.