ToolIndex Leaderboard
Every approved tool ranked by the ToolIndex Score: a composite of editorial depth, community signal, web popularity, and recency. How we score.

ClinicEvo
AI-powered facial analysis with specialist review for personalized aesthetic guidance

Maple Preview
Ternary 20B reasoning model that runs at 200+ tokens per second on consumer hardware

PromptTrace
Free hands-on AI security training with labs, modules, and a 17-level CTF

Tuziyo
AI image and video studio with multiple generation models and editing tools

CSP Validator
Evaluate Content Security Policy headers and generate strict fixes in your browser
Tbook
Open source ebook format that lets readers tap any word for instant translation

Mirrors
Staging environments for AI agents that replay production sessions against code changes

Nexmy
Offline Android finance tracker with AI assistant and local-only data storage
Shotomatic
Automate Mac screenshots for tutorials, QA documentation, and timelapse workflows

IndieTools
Discover indie products and the founders building them

Mini DBA
Multi-platform database monitoring with AI-assisted performance investigation from one console

StitchCraft
Turn any photo into a printable cross stitch chart with DMC floss codes, plus optional AI redraws

Amika
Run coding agents and developers together in shareable cloud workstations
drawDB
Open-source ER diagram editor with Pro cloud sync, live collaboration, and an MCP server for agents

MarketSync
Copy Telegram trading signals into MT4 and MT5 with per-account risk rules, no VPS needed

Kinodesk
Local screen sharing optimized for high refresh rate streaming on capable hardware

Compute Cheap
Reserved and interruptible H100 and H200 GPU blocks from $1.15 an hour, billed per GPU-hour
Premiss
Turn plain-English trading ideas into backtested crypto bots without writing code
Cayu
Build domain-specific Python agents that can work reliably across hours or days

Interview Basecamp
Build structured interview prep from a target role or job description
TokenGO
Access and route leading AI models through one OpenAI-compatible API

Conw AI
Compact self-learning AI model that runs locally and improves from user corrections

Dashclaw
Open source governance layer that intercepts risky AI agent actions for human approval

FileLever
Preview folder syncs, backups, archives, and storage cleanup before changing files
Sim Screener
Add matching Apple device frames to Simulator screenshots and recordings

Agle
An AI customer manager that runs a 24/7 front desk for creators and small brands

PermitSnag
Monitors permit and campsite booking systems for cancellations and alerts you within minutes
Lightdrift
License-aware image search for AI agents through an API or MCP

SaneHosts
Manage Mac hosts-file blocking with local profiles, curated lists, and Touch ID

GrowSpot Spot Checker
Check whether a specific indoor spot suits a houseplant

IQ Routing
Route each LLM request to the lowest cost model that meets its quality target

TabMail
Manage email and calendars with an AI assistant for Thunderbird and iPhone

Spiel
Self-hosted media player that streams your personal film and TV library across all devices
slivingdoc
Give agents and people a shared, conflict-aware notebook backed by S3

SubRead
Align an audiobook with its ebook and create book-accurate subtitles in the browser

Piyaz
Shared workspace that keeps your team and AI coding agents aligned as software projects grow

fail2zig
A single binary Linux intrusion prevention tool with bounded resource use

MyBestLook
AI stylist that tries outfits, haircuts, and store clothes on your own photo
Review Assist
Free open-source MCP server and GitHub App that turns a coding agent's session into a guided PR review

day3
Send marketing and transactional email without paying for list size
UltraShot
Free browser-based App Store and Google Play screenshot editor with posable 3D device mockups

Botzilla
Build and run Windows browser automations with a visual workflow studio
MiroTalk
Open-source, self-hosted WebRTC video conferencing with variants for meetings, calls, and broadcasts

byosynch
Continuous two-way folder sync over SSH to storage you already own, for macOS and Linux
Alyph
Visual canvas for AI conversations with branching, pruning, and multi model comparison
PromptSign
Sign and verify AI instruction files with traceable publisher identity

CopyLasso
Free macOS app that captures text from anywhere on your screen using local OCR

Pipnote
iPhone reminders and sealed notes delivered by animated couriers in the Dynamic Island
p0rt
See and control every dev server, port, and Docker container from the macOS menu bar

PeachTrace
Self-hosted observability platform for metrics, logs, and traces built on OpenTelemetry
Portus
Run Kubernetes, LLM, and MCP traffic through one Rust gateway

Gene Inspector Pro
Turn raw DNA data into clear, actionable health insights organized by topic
Visor
A YouTube app for kids that only plays channels their parents have approved, with no ads or Shorts

HolyCode Cloud
Persistent Linux workstations preloaded with 60+ tools for running AI coding agents around the clock

Taurus Agents
Deploy hierarchical teams of AI agents with persistent memory, containers, and scheduling
Growtics
Cookieless web analytics with session replays, uptime checks and an AI agent that sets daily growth tasks

Set
Offline Markdown notes with peer-to-peer device sync

Cinderella
Free valuation and a marketplace for selling half-finished GitHub projects, with escrow and code scrubbing

MidiSlayer
Learn to read sheet music by playing a connected MIDI keyboard

Say Toucan
A feedback board with voting, roadmap and changelog, free to run and $2 a month for Pro

Papiers
Save, understand, search, and share research from papers, articles, and the web

Fumble
Find the keys and transitions that slow your real typing, then practice them locally
Jylus
Give AI models compact, source-backed evidence from changing data

termkick
Run SSH sessions and local Mac terminals together with tabs, panes, and saved snippets

gitdebt
GitHub repository analytics with star history, health metrics, and embeddable charts

YouAskTube
Chat with any YouTube video and get answers that cite the exact moment, no signup needed
AletheionAGI
Grounding layer that validates AI outputs against your evidence before delivery

iPulse AI
Compare transparent AI forecasts and research across global markets
Farm.js
An open-source framework for building routing, APIs, integrations, agents, docs, and deploys together

microfeed
An open-source, agentic CMS you deploy to your own Cloudflare account with one command

Agent Notifier
Push notifications from your AI coding agents straight to your phone

BentoPDF
An open-source PDF toolkit that runs entirely in your browser, so files never leave your device
Sesame
A local-first, open-source password manager for Windows and Linux with 2FA and security checks

Ceptile
Search the live web with cited AI answers, quick links, notes, and translation

VOSU AI
Create and manage AI images, videos, audio, avatars, and campaigns in one workspace

Peelaway
Turn photos into styled artwork and production-ready image edits
ClientCoded
Test and monitor conversational and data agents with adversarial scenarios and scored results

p2p.kiwi
Share voice, chat, screens, and remote controls over an encrypted peer network

Salestrics
All-in-one revenue workspace combining CRM, email, documents, meetings, and AI in a single platform

TV Family Calendar
Put shared Google and iCloud calendars on an Apple TV
Sixb
Build ontology-powered business apps, workflows, and AI agents in TypeScript

Monity
AI powered website change monitoring with natural language setup and smart alerts
FounderRead
Track books, follow founder reading activity, and discover startup focused recommendations
Rayrun
Put hosted and connected MCP tools behind one governed endpoint

Bulletlist
Free keyboard-first outliner where every bullet point is its own infinitely nested page

Forge Tools
Practical engineering and workshop calculators with visible methods and units
Flocker
Portable identity and shared state for AI agent teams across LLM providers

camelAI
An AI software engineer with its own computer that builds, deploys, and maintains your apps
Vectorify
Convert PNG, JPG and WEBP images into clean, editable SVG files in seconds

SaaSLyra
SaaS directory optimized for AI discovery with visibility scoring and MCP integration

MarkLite
A lightweight open-source Markdown viewer and editor for Linux and Windows

Undocking
Open-source platform that lets AI agents publish content to public URLs in one call
Kobra
Polished React components with motion, sound, accessibility, and agent tooling
Schemagic
Visual JSON Schema editor with validation tools and format converters
OrbitalNote
Work with Org notes, tasks, agendas, and calendars in a modern local-first app
CardGo
Encrypted, reusable context cards you attach to ChatGPT, Claude, Gemini, Perplexity, and Grok chats

PCalen
Create customizable calendars, planners, and trackers for printing or PDF export
CostClaw
Audit Claude Code token usage and workflow signals from local logs

Vibeflirting
AI dating profile photos for men, 26 shots per style from a few selfies, ready in about 30 minutes

AdCreator AI
Transform product photos into complete ad campaigns with AI-generated copy, images, and video
How the score works
The ToolIndex Score is a 0-100 composite of seven organic signals, weighted to surface tools that are both well-documented and actually used.
Read the full methodology