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
1291
Highest score
95
Top 10 avg
94.6
Featured picks
5
701
Actual Plan

Actual Plan

Connect roadmaps, tasks, team capacity, and project updates for small organizations

702
SnapBracket

SnapBracket

Build and export single-elimination tournament brackets in your browser

703
tinyjs

tinyjs

Build 6 MB desktop apps for Mac, Windows, and Linux with a JavaScript backend and the system webview

704
onPanda

onPanda

Inspect, branch, and correct LLM output one token at a time

705
Wasmer SDK

Wasmer SDK

Open-source SDK for running code in local WebAssembly sandboxes from Python, JavaScript, and Rust

706
Straw.Page

Straw.Page

Build and publish a website from your phone with drag and drop, free and with no signup required

707
Instabooks

Instabooks

Query QuickBooks Online data through a read-only PostgreSQL connection

708
Rejourney

Rejourney

Lightweight product analytics with session replay, funnels, heatmaps and crash reports for web and mobile

709
KMF Leaderboard

KMF Leaderboard

Let your GitHub sponsors vote on issues so you know what to build next

710
Syncle

Syncle

Self-hosted replication between Postgres, MySQL, SQLite, MongoDB, Redis, and HTTP endpoints, no Kafka

711
Idea Miner

Idea Miner

Find software ideas with real demand by mining freelance job postings and the budgets behind them

712
TurnPanel

TurnPanel

Run agents, models, memory, browser tasks, and local tools in one workspace

713
TermRover

TermRover

Use SSH, Mosh, tmux, and terminal coding agents comfortably from a phone

714
CocoCut

CocoCut

A one-second video diary app that stitches short daily clips into a finished vlog

715
TranslateMyCall

TranslateMyCall

Dial one number to get live two-way translation on any phone call, no app or account needed

716
Mostly Right

Mostly Right

Build and maintain clean datasets for models that predict real-world events

717
MacAIApps

MacAIApps

Curated directory of 577 AI-powered applications built specifically for macOS

718
ScriptSpool

ScriptSpool

Turn source code into 60FPS typing videos and Retina snippet images, entirely in your browser

719
ColliePWA

ColliePWA

Monitor and respond to terminal coding agents from a phone

720
Clustta

Clustta

Open-source version control and asset management built for artists and studios

721
Korean Stock Data (aikstockdata)

Korean Stock Data (aikstockdata)

Free JSON API and MCP server for Korean stock prices, DART filings and earnings, no key required

722
SoundNativ

SoundNativ

AI accent trainer with sound-by-sound pronunciation scoring and lessons from Hollywood dialect coaches

723
KyttoMCP

KyttoMCP

Manage MCP servers across popular AI coding clients from one local control panel

724
HealthAPI

HealthAPI

A hosted REST API over Apple Health so your own apps and AI assistants can query your metrics

725
ForexFin

ForexFin

Calculate trade risk, set price alerts, and review forex performance

726
Rizin

Rizin

An AI personal trainer that plans workouts and meals around your goals and injuries and adapts weekly

727
SimpleW

SimpleW

Lightweight open-source C# web server for .NET, standalone or embedded, with optional addons

728
ZestSSH

ZestSSH

A private cross-platform SSH client with monitoring, automation, and encrypted sync

729
getdesign

getdesign

Extract a website's visual system into a grounded design.md file

730
Ketchup

Ketchup

Chrome extension that summarizes any YouTube video straight from the thumbnail

731
lla.ma Apps

lla.ma Apps

Push-to-deploy app hosting you can run on lla.ma's cloud or self-host under Apache 2.0

732
PerPageFax

PerPageFax

Send a fax online for 50 cents a page with no account and no subscription

733
PressAudit

PressAudit

See how one news article fits into the wider coverage of its story

734
Lutino

Lutino

Thirty-second mood journaling with on-device insights tied to your sleep, steps and places

735
Wife

Wife

A smart wallet that picks the best card for each purchase from the cards you already carry and explains why

736
Circle Crop Image

Circle Crop Image

Crop photos into circular PNG or JPG files privately in your browser

737
Ditch Community Edition

Ditch Community Edition

Local-first macOS workspace for running and supervising Codex sessions across many projects

738
Microphone

Microphone

Talk through a startup idea and let an AI agent test it with real Meta ads

739
DeviceShelf

DeviceShelf

Local-first network scanner for desktop, mobile, and server with security reports and no cloud

740
Caption and Cut

Caption and Cut

Cuts pauses and filler words out of short videos and burns in word-highlighted captions

741
3DBAE

3DBAE

Build, render, and publish interactive 3D product experiences in a browser

742
WaveHouse

WaveHouse

Open source real time API gateway for ClickHouse with SSE streaming and access control

743
Guuey

Guuey

Deploy a hosted AI agent on your site with two script tags, generative UI and MCP tools

744
Oasis

Oasis

A shared workspace where people and AI agents work with common context, memory, policies, and approvals

745
OpenAgentForum

OpenAgentForum

An open, signed coordination protocol and relay where AI agents post, trade tasks, and vote

746
CaptureAgent

CaptureAgent

AI capture and proposal manager for US federal government contractors

747
reqlan

reqlan

Keep linked, machine-readable software requirements beside the code

748
OnlinClipboard

OnlinClipboard

Move text, images, and files between devices with temporary one-use shares

749
pkg.bot

pkg.bot

Search and filter Linux packages across distributions and repositories

750
AIDemo.Video

AIDemo.Video

Paste a website URL and get a narrated 1080p product demo video with captions in minutes

751
declaude

declaude

Rewrites assistant-voice text into plain English without touching the meaning or the code

752
Lumae

Lumae

Record and polish Mac product demos with local editing and agent controls

753
Vaaya

Vaaya

Controlled credit and pay-per-call services for AI agents

754
Appwrite

Appwrite

Open-source backend platform with auth, databases, storage, functions, messaging, and hosting

755
1Baton

1Baton

Build reusable multi-step API tests without writing glue code

756
Makefaster

Makefaster

Let a coding agent test and keep measured website performance improvements

757
GeneratePPT

GeneratePPT

Free AI presentation generator that turns a topic, document, or URL into an editable PPTX deck

758
Oynix

Oynix

Memory layer that gives AI coding agents a live knowledge graph of your codebase

759
Pianoify

Pianoify

Convert any audio recording or YouTube link into piano MIDI and sheet music

760
Octoweb

Octoweb

A free, open-source keyboard-first macOS browser with an AI sidebar and an MCP server for agents

761
TypeSeer

TypeSeer

Get private AI autocomplete across Mac apps with all suggestions generated on device

762
Notes Plus

Notes Plus

A Markdown-first Apple Notes alternative for Mac with LaTeX, Excalidraw, Mermaid, and Kanban boards

763
Lab

Lab

Use multiple LLM providers from a local-first, serverless browser workspace

764
Meetless

Meetless

Governance layer for AI coding agents that enforces human-approved decisions

765
Folloverse

Folloverse

Creator memberships with per-post billing, pay-per-view posts and digital products for a flat 6% fee

766
Flyover Country

Flyover Country

Identify landscapes and landmarks from an airplane window without inflight internet

767
Haserupt

Haserupt

An iOS screen time app that asks why you're opening an app, times the visit, and enforces a cooloff

768
Gotcha

Gotcha

On-device AI copilot for Android that turns natural language into real device actions

769
Oghmere

Oghmere

An AI writing coach that questions and reviews without writing your prose

770
FastRecall

FastRecall

Carry persistent conversation context across AI models and providers

771
HN Match

HN Match

Scores matches between Hacker News Who is Hiring posts and Who Wants to Be Hired profiles each month

772
dol

dol

Local-first Markdown notes for desktop and mobile that sync through a CouchDB you own

773
DH Tools

DH Tools

Run PDF, image, OCR, and developer utilities privately in the browser

774
Vehla

Vehla

A local-first macOS command center for AI, clipboard, windows, dictation, and notes

775
PNGine

PNGine

Declarative WebGPU graphics in S-expressions that compile to tiny, embeddable PNG files

776
Ephemerals

Ephemerals

Disposable cloud dev environments with one machine per branch and an AI coding agent preinstalled

777
MCPJam

MCPJam

Test, debug, and evaluate MCP servers across major AI clients

778
Traccia

Traccia

OpenTelemetry native observability and governance platform for AI agents

779
didit.run

didit.run

Cron job monitoring that alerts you when a scheduled task doesn't check in on time

780
OpenSlideX

OpenSlideX

Build editable presentations locally with React source, AI agents, and portable exports

781
Founder.best

Founder.best

Launch an indie product, collect community feedback, and keep a public product page

782
JogPad

JogPad

Double-tap Shift to capture selected text into a lightweight macOS note pad

783
Alphie

Alphie

Identify, qualify, engage, and re-engage B2B website visitors before they leave

784
Kuvu AI

Kuvu AI

Create AI images, videos, voiceovers, and campaign variants in one studio

785
SkillFed

SkillFed

A semantic index of agent skills, PyPI packages, and research that AI agents query over MCP

786
Fountain

Fountain

Open-source API that gives your app a sandboxed computer a coding agent can work in

787
Tasfer

Tasfer

A local-first Canvas Markdown editor with rich blocks, LaTeX, and peer-to-peer sync

788
PeerPixel

PeerPixel

Discord-first community-powered text-to-image generation with the /imagine command

789
Termique

Termique

Manage SSH hosts, terminals, files, and encrypted credentials across devices

790
Rails Baseline

Rails Baseline

A Rails 8.1 SaaS starter with auth, billing, and teams, documented so coding agents extend it consistently

791
PingChange

PingChange

Monitor web pages and OpenAPI specs for changes with readable diffs and multi-channel alerts

792
MLSentinel

MLSentinel

Monitor production ML models for drift and regressions with a Python SDK and dashboard

793
OpenSpender

OpenSpender

A self-custodial USDC wallet that lets AI agents pay for APIs and each other within set allowances

794
Thread to Self

Thread to Self

A private iPhone app that keeps one continuous message thread between you and your future self

795
Life Compass

Life Compass

A goal, habit, and weekly planning app built around The 7 Habits and a Life Wheel balance score

796
TDQS

TDQS

An open scoring standard, CLI, and API that grade how well MCP tool definitions read to agents

797
Layerz

Layerz

Design, wire up and run native iPhone apps on your iPhone, iPad or Mac without writing code

798
BeaverCheck

BeaverCheck

Free website audit tool with 100+ checks across performance, security, SEO, and accessibility

799
USBHawk

USBHawk

Turn any USB flash drive into a physical login key for Windows, plug in to unlock, pull out to lock

800
DROP

DROP

Create a private club with paid memberships, protected posts, and member chat

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