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

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

SnapBracket
Build and export single-elimination tournament brackets in your browser
tinyjs
Build 6 MB desktop apps for Mac, Windows, and Linux with a JavaScript backend and the system webview

onPanda
Inspect, branch, and correct LLM output one token at a time
Wasmer SDK
Open-source SDK for running code in local WebAssembly sandboxes from Python, JavaScript, and Rust

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

Instabooks
Query QuickBooks Online data through a read-only PostgreSQL connection

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

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

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

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

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

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

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

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

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

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

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

ColliePWA
Monitor and respond to terminal coding agents from a phone
Clustta
Open-source version control and asset management built for artists and studios

Korean Stock Data (aikstockdata)
Free JSON API and MCP server for Korean stock prices, DART filings and earnings, no key required

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

KyttoMCP
Manage MCP servers across popular AI coding clients from one local control panel
HealthAPI
A hosted REST API over Apple Health so your own apps and AI assistants can query your metrics

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

Rizin
An AI personal trainer that plans workouts and meals around your goals and injuries and adapts weekly
SimpleW
Lightweight open-source C# web server for .NET, standalone or embedded, with optional addons

ZestSSH
A private cross-platform SSH client with monitoring, automation, and encrypted sync
getdesign
Extract a website's visual system into a grounded design.md file

Ketchup
Chrome extension that summarizes any YouTube video straight from the thumbnail
lla.ma Apps
Push-to-deploy app hosting you can run on lla.ma's cloud or self-host under Apache 2.0
PerPageFax
Send a fax online for 50 cents a page with no account and no subscription

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

Lutino
Thirty-second mood journaling with on-device insights tied to your sleep, steps and places
Wife
A smart wallet that picks the best card for each purchase from the cards you already carry and explains why
Circle Crop Image
Crop photos into circular PNG or JPG files privately in your browser

Ditch Community Edition
Local-first macOS workspace for running and supervising Codex sessions across many projects
Microphone
Talk through a startup idea and let an AI agent test it with real Meta ads
DeviceShelf
Local-first network scanner for desktop, mobile, and server with security reports and no cloud

Caption and Cut
Cuts pauses and filler words out of short videos and burns in word-highlighted captions
3DBAE
Build, render, and publish interactive 3D product experiences in a browser

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

Guuey
Deploy a hosted AI agent on your site with two script tags, generative UI and MCP tools
Oasis
A shared workspace where people and AI agents work with common context, memory, policies, and approvals
OpenAgentForum
An open, signed coordination protocol and relay where AI agents post, trade tasks, and vote

CaptureAgent
AI capture and proposal manager for US federal government contractors

reqlan
Keep linked, machine-readable software requirements beside the code
OnlinClipboard
Move text, images, and files between devices with temporary one-use shares
pkg.bot
Search and filter Linux packages across distributions and repositories

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

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

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

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

Appwrite
Open-source backend platform with auth, databases, storage, functions, messaging, and hosting
1Baton
Build reusable multi-step API tests without writing glue code
Makefaster
Let a coding agent test and keep measured website performance improvements

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

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

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

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

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

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

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

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

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

Flyover Country
Identify landscapes and landmarks from an airplane window without inflight internet
Haserupt
An iOS screen time app that asks why you're opening an app, times the visit, and enforces a cooloff

Gotcha
On-device AI copilot for Android that turns natural language into real device actions
Oghmere
An AI writing coach that questions and reviews without writing your prose
FastRecall
Carry persistent conversation context across AI models and providers
HN Match
Scores matches between Hacker News Who is Hiring posts and Who Wants to Be Hired profiles each month

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

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

Vehla
A local-first macOS command center for AI, clipboard, windows, dictation, and notes
PNGine
Declarative WebGPU graphics in S-expressions that compile to tiny, embeddable PNG files
Ephemerals
Disposable cloud dev environments with one machine per branch and an AI coding agent preinstalled

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

Traccia
OpenTelemetry native observability and governance platform for AI agents

didit.run
Cron job monitoring that alerts you when a scheduled task doesn't check in on time
OpenSlideX
Build editable presentations locally with React source, AI agents, and portable exports
Founder.best
Launch an indie product, collect community feedback, and keep a public product page

JogPad
Double-tap Shift to capture selected text into a lightweight macOS note pad
Alphie
Identify, qualify, engage, and re-engage B2B website visitors before they leave

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

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

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

Tasfer
A local-first Canvas Markdown editor with rich blocks, LaTeX, and peer-to-peer sync
PeerPixel
Discord-first community-powered text-to-image generation with the /imagine command

Termique
Manage SSH hosts, terminals, files, and encrypted credentials across devices
Rails Baseline
A Rails 8.1 SaaS starter with auth, billing, and teams, documented so coding agents extend it consistently
PingChange
Monitor web pages and OpenAPI specs for changes with readable diffs and multi-channel alerts

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

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

Thread to Self
A private iPhone app that keeps one continuous message thread between you and your future self
Life Compass
A goal, habit, and weekly planning app built around The 7 Habits and a Life Wheel balance score
TDQS
An open scoring standard, CLI, and API that grade how well MCP tool definitions read to agents
Layerz
Design, wire up and run native iPhone apps on your iPhone, iPad or Mac without writing code

BeaverCheck
Free website audit tool with 100+ checks across performance, security, SEO, and accessibility
USBHawk
Turn any USB flash drive into a physical login key for Windows, plug in to unlock, pull out to lock

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