Editorial Quality

ToolIndex Leaderboard

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

Tools ranked
1538
Highest score
100
Top 10 avg
95.3
Featured picks
3
701
ClinicEvo

ClinicEvo

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

702
Maple Preview

Maple Preview

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

703
PromptTrace

PromptTrace

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

704
Tuziyo

Tuziyo

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

705
CSP Validator

CSP Validator

Evaluate Content Security Policy headers and generate strict fixes in your browser

706
Tbook

Tbook

Open source ebook format that lets readers tap any word for instant translation

707
Mirrors

Mirrors

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

708
Nexmy

Nexmy

Offline Android finance tracker with AI assistant and local-only data storage

709
Shotomatic

Shotomatic

Automate Mac screenshots for tutorials, QA documentation, and timelapse workflows

710
IndieTools

IndieTools

Discover indie products and the founders building them

711
Mini DBA

Mini DBA

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

712
StitchCraft

StitchCraft

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

713
Amika

Amika

Run coding agents and developers together in shareable cloud workstations

714
drawDB

drawDB

Open-source ER diagram editor with Pro cloud sync, live collaboration, and an MCP server for agents

715
MarketSync

MarketSync

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

716
Kinodesk

Kinodesk

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

717
Compute Cheap

Compute Cheap

Reserved and interruptible H100 and H200 GPU blocks from $1.15 an hour, billed per GPU-hour

718
Premiss

Premiss

Turn plain-English trading ideas into backtested crypto bots without writing code

719
Cayu

Cayu

Build domain-specific Python agents that can work reliably across hours or days

720
Interview Basecamp

Interview Basecamp

Build structured interview prep from a target role or job description

721
TokenGO

TokenGO

Access and route leading AI models through one OpenAI-compatible API

722
Conw AI

Conw AI

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

723
Dashclaw

Dashclaw

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

724
FileLever

FileLever

Preview folder syncs, backups, archives, and storage cleanup before changing files

725
Sim Screener

Sim Screener

Add matching Apple device frames to Simulator screenshots and recordings

726
Agle

Agle

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

727
PermitSnag

PermitSnag

Monitors permit and campsite booking systems for cancellations and alerts you within minutes

728
Lightdrift

Lightdrift

License-aware image search for AI agents through an API or MCP

729
SaneHosts

SaneHosts

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

730
GrowSpot Spot Checker

GrowSpot Spot Checker

Check whether a specific indoor spot suits a houseplant

731
IQ Routing

IQ Routing

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

732
TabMail

TabMail

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

733
Spiel

Spiel

Self-hosted media player that streams your personal film and TV library across all devices

734
slivingdoc

slivingdoc

Give agents and people a shared, conflict-aware notebook backed by S3

735
SubRead

SubRead

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

736
Piyaz

Piyaz

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

737
fail2zig

fail2zig

A single binary Linux intrusion prevention tool with bounded resource use

738
MyBestLook

MyBestLook

AI stylist that tries outfits, haircuts, and store clothes on your own photo

739
Review Assist

Review Assist

Free open-source MCP server and GitHub App that turns a coding agent's session into a guided PR review

740
day3

day3

Send marketing and transactional email without paying for list size

741
UltraShot

UltraShot

Free browser-based App Store and Google Play screenshot editor with posable 3D device mockups

742
Botzilla

Botzilla

Build and run Windows browser automations with a visual workflow studio

743
MiroTalk

MiroTalk

Open-source, self-hosted WebRTC video conferencing with variants for meetings, calls, and broadcasts

744
byosynch

byosynch

Continuous two-way folder sync over SSH to storage you already own, for macOS and Linux

745
Alyph

Alyph

Visual canvas for AI conversations with branching, pruning, and multi model comparison

746
PromptSign

PromptSign

Sign and verify AI instruction files with traceable publisher identity

747
CopyLasso

CopyLasso

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

748
Pipnote

Pipnote

iPhone reminders and sealed notes delivered by animated couriers in the Dynamic Island

749
p0rt

p0rt

See and control every dev server, port, and Docker container from the macOS menu bar

750
PeachTrace

PeachTrace

Self-hosted observability platform for metrics, logs, and traces built on OpenTelemetry

751
Portus

Portus

Run Kubernetes, LLM, and MCP traffic through one Rust gateway

752
Gene Inspector Pro

Gene Inspector Pro

Turn raw DNA data into clear, actionable health insights organized by topic

753
Visor

Visor

A YouTube app for kids that only plays channels their parents have approved, with no ads or Shorts

754
HolyCode Cloud

HolyCode Cloud

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

755
Taurus Agents

Taurus Agents

Deploy hierarchical teams of AI agents with persistent memory, containers, and scheduling

756
Growtics

Growtics

Cookieless web analytics with session replays, uptime checks and an AI agent that sets daily growth tasks

757
Set

Set

Offline Markdown notes with peer-to-peer device sync

758
Cinderella

Cinderella

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

759
MidiSlayer

MidiSlayer

Learn to read sheet music by playing a connected MIDI keyboard

760
Say Toucan

Say Toucan

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

761
Papiers

Papiers

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

762
Fumble

Fumble

Find the keys and transitions that slow your real typing, then practice them locally

763
Jylus

Jylus

Give AI models compact, source-backed evidence from changing data

764
termkick

termkick

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

765
gitdebt

gitdebt

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

766
YouAskTube

YouAskTube

Chat with any YouTube video and get answers that cite the exact moment, no signup needed

767
AletheionAGI

AletheionAGI

Grounding layer that validates AI outputs against your evidence before delivery

768
iPulse AI

iPulse AI

Compare transparent AI forecasts and research across global markets

769
Farm.js

Farm.js

An open-source framework for building routing, APIs, integrations, agents, docs, and deploys together

770
microfeed

microfeed

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

771
Agent Notifier

Agent Notifier

Push notifications from your AI coding agents straight to your phone

772
BentoPDF

BentoPDF

An open-source PDF toolkit that runs entirely in your browser, so files never leave your device

773
Sesame

Sesame

A local-first, open-source password manager for Windows and Linux with 2FA and security checks

774
Ceptile

Ceptile

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

775
VOSU AI

VOSU AI

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

776
Peelaway

Peelaway

Turn photos into styled artwork and production-ready image edits

777
ClientCoded

ClientCoded

Test and monitor conversational and data agents with adversarial scenarios and scored results

778
p2p.kiwi

p2p.kiwi

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

779
Salestrics

Salestrics

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

780
TV Family Calendar

TV Family Calendar

Put shared Google and iCloud calendars on an Apple TV

781
Sixb

Sixb

Build ontology-powered business apps, workflows, and AI agents in TypeScript

782
Monity

Monity

AI powered website change monitoring with natural language setup and smart alerts

783
FounderRead

FounderRead

Track books, follow founder reading activity, and discover startup focused recommendations

784
Rayrun

Rayrun

Put hosted and connected MCP tools behind one governed endpoint

785
Bulletlist

Bulletlist

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

786
Forge Tools

Forge Tools

Practical engineering and workshop calculators with visible methods and units

787
Flocker

Flocker

Portable identity and shared state for AI agent teams across LLM providers

788
camelAI

camelAI

An AI software engineer with its own computer that builds, deploys, and maintains your apps

789
Vectorify

Vectorify

Convert PNG, JPG and WEBP images into clean, editable SVG files in seconds

790
SaaSLyra

SaaSLyra

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

791
MarkLite

MarkLite

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

792
Undocking

Undocking

Open-source platform that lets AI agents publish content to public URLs in one call

793
Kobra

Kobra

Polished React components with motion, sound, accessibility, and agent tooling

794
Schemagic

Schemagic

Visual JSON Schema editor with validation tools and format converters

795
OrbitalNote

OrbitalNote

Work with Org notes, tasks, agendas, and calendars in a modern local-first app

796
CardGo

CardGo

Encrypted, reusable context cards you attach to ChatGPT, Claude, Gemini, Perplexity, and Grok chats

797
PCalen

PCalen

Create customizable calendars, planners, and trackers for printing or PDF export

798
CostClaw

CostClaw

Audit Claude Code token usage and workflow signals from local logs

799
Vibeflirting

Vibeflirting

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

800
AdCreator AI

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