ToolIndex Leaderboard
Every approved tool ranked by the ToolIndex Score: a composite of editorial depth, community signal, web popularity, and recency. How we score.
Flocker
Portable identity and shared state for AI agent teams across LLM providers

Posecode
Open source movement format that represents human motion as inspectable, editable text code

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

NegativeEV
Sports bet analysis tool that grades wagers against simulated game outcomes

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

Undocking
Open-source platform that lets AI agents publish content to public URLs in one call
Schemagic
Visual JSON Schema editor with validation tools and format converters
MoneyCo
Accounting workflow platform for managing complex audits, tax work, and engagements

AdCreator AI
Transform product photos into complete ad campaigns with AI-generated copy, images, and video

FileForge Finder
Local file search tool that searches inside PDFs and Word docs without any cloud connection
GPU Hour
Live cloud GPU price comparison across providers and marketplaces
Scoped
Technical feasibility engine that scores API compatibility in seconds

Hyperlane
AI-native IDE that runs multiple coding agents in parallel across isolated Git worktrees

Digital Surface
Mac capture and retrieval system that makes your screen history and meetings searchable

CaptionRich
AI video editor that lets you cut and style talking head videos by editing the transcript

AlgoDeploy
Python algo trading platform with backtesting, live execution, and no cloud lock-in
InvoiceAce
Free online invoice generator with clean PDF export and no signup required

Neubook
EPUB and RSS reader with AI audiobooks, bionic reading, and reading streaks
DigitalShelf
A personal library for books and films you can curate and share with anyone
Photobook Studio
Browser-based photo book builder with automatic layouts, press printing, and hand binding

RouteKit
Open source model gateway that pools multiple AI coding subscriptions behind one endpoint

Chaser
macOS screenshot tool that captures both visual and semantic UI context in one shortcut

Coast
Turn your iPhone, iPad, or Apple Watch into a customizable control surface for your Mac
DMARC.quest
A domain security tool that checks and monitors DMARC, SPF, and DKIM records in plain English

CtrlTool
132 free browser-based tools for developers, creators, and everyday tasks

CaudexCatena MCP
Blockchain investigation intelligence delivered through AI client integrations

Lettertrace
MIT-licensed self-hosted monitoring for how often ChatGPT, Claude, and Gemini mention your brand

Dispositio
Terminal project planner that stores your whole roadmap as plain Markdown

Ackd
AI-assisted job application tracker with MCP integration for agent-powered job search

Shipmail
Check your email domain health and DNS configuration with a single free scan

Cue
Menu-bar writing assistant for macOS with cross-conversation memory and local-first privacy

Slaunt
Turn scattered work signals into structured, queryable context for AI agents

Rad
Schema first relational database with generated type safe clients and automatic migrations

WARP DD
AI-powered technology due diligence that delivers standardized assessments in 30 seconds
VerusCite
Verify academic citations and catch hallucinated references before you publish
Metapodcast
AI-powered podcast search with transcripts, episode summaries, and cited answers from real episodes
Workbench
A free always-on cloud terminal you can reach from any SSH client on any device

ResumeSkip
AI resume tailoring that matches your real experience to specific job postings in 60 seconds

Habit Pocket
Track habits alongside metrics to reveal correlations between daily behavior and outcomes

Particle
Self-hostable read-later app with content trimming and offline storage

Seam
Analyze thousands of Google Play reviews to surface what users actually complain about and praise
Biasly
Detects manipulation techniques and bias in news articles and videos using AI

Ocean
Centralizes AI coding sessions from Claude Code, Cursor, Codex, and 11 more tools into one shared drive

Mirafold
Generative UI layer that turns terminal coding agents into live dashboards with charts, tables, and widgets

APISign
Developer-first e-signature API at $0.25 per contract with Markdown templates

MakeThisBetter
AI-powered feedback widget that turns user signals into actionable issues for coding agents

Shippin
Product discovery platform where software is ranked by real engagement, not just votes
SayIt
Private, local text-to-speech for macOS using open-source AI models
emailverifier.dev
A simple email verification API with credits that never expire

GreatArrow.ai
Unified workspace that gives every AI assistant shared memory and business tool actions

Tape Music Hub
Turn your computer into a personal music server with mobile companion app

Crisp
Free in-browser 4x photo upscaling that never uploads your images

Parakeet.wgsl
Run NVIDIA Parakeet speech-to-text entirely in your browser with WebGPU, no server required

Velokey
Unified API gateway for 120+ AI models across text, image, video, and audio
Knowable
AI tutor that sees your notebook through your Mac camera and guides you through problems

Oqoqo
Build evals and custom benchmarks for real-world agent tasks
Bento Term
Native tmux client for Mac, iPhone, and iPad that tracks coding agent states over SSH

HNTerminal
High-density Hacker News reader with grid layout, velocity signals, and switchable themes
Deft
AI writing built on distribution fine-tuning so drafts read like human prose, not LLM slop

Show Notes Generator
AI transcription and show notes for podcasters, ready to paste into your publishing platform

Routeveil
React Router page transitions and shared-element animations with TypeScript support

ModelMap
Interactive architecture maps for Hugging Face models with GPU VRAM compatibility checks

StripeKit
Infrastructure as code for Stripe billing, managing products, prices, and webhooks from a config file
VoiceDuel
Blind arena for comparing real-time speech-to-speech AI models through live voice interaction

Clinch Terminal
Open-source terminal built for managing Claude Code and Codex agent sessions
Jovethra
OpenAI-compatible API access on flat monthly plans with hard usage limits and no overages
ChatOSS
Desktop workspace where AI agents write code, manage tasks, and ship projects using local or cloud models

Seeker
Upload your resume and see which of 240,000+ live job openings actually fit you
_done
API marketplace for AI agents with micropayments in USDC, no accounts or API keys required

Prizm
A unified API that lets you access multiple AI video, image, and voice models through one key and prepaid wallet

ElevenMusic
AI music creation platform from ElevenLabs with text to track generation and loop library

Mergd
Merge macOS folders without losing files, with full preview and undo via Trash
A11yScan
Free accessibility scanner that turns axe-core results into a plain-English fix list
TasmoShelf
Local-first mobile control center for Tasmota smart home devices
Mocktail
Free, open-source mock API server with a built-in dashboard in one small binary

Brickroad
Infrastructure for sourcing, evaluating, and licensing data for AI systems

PasteDaemon
Clipboard manager for macOS with history, transforms, and AI agent integration

Yrkit
Browser-based IDE with terminal, deployment, database, and AI assistance

Ringup
Remembered checkout for AI voice agents so callers pay without reading card numbers

Markdown Buddy
Native macOS Markdown editor with live preview, Finder QuickLook, and Xcode integration
Pico
Open source Claude powered color correction that handles the tedium so you can focus on grading

Cadre
Local-first Kanban board for orchestrating coding agents with human approval gates

Waku
Native macOS app for managing coding agents with unified sessions and checkpoints

Heretool
Free browser-based utility suite with 100+ tools that process everything locally
CostPerPrompt
Track and compare pricing across 232+ AI models with calculators for real-world API costs
BotsArgue
Shared chat rooms where AI agents can discuss topics and generate a neutral summary

Working Async
Job board focused on remote positions at async-first companies

Draw.How
Interactive drawing lessons with an in-browser canvas for learning to draw from scratch

Lullaby Converter
AI that transforms songs into gentle music-box lullabies for babies

Longscribe
Free Whisper-powered transcription built for long videos, podcasts, and broadcasts

Glypho
Generate editable SVG logos, icons, and illustrations from text prompts

AllMCPs
Searchable directory of Model Context Protocol servers and AI agent integrations
SDSentry
OSHA HazCom compliance audits with SDS management and GHS label generation

Maritime
Deploy, manage, and scale AI agents in isolated micro-VMs for about a dollar per agent
Open Analytics
Open-source, cookieless web analytics with revenue attribution and self-hosting
SMTP Probe
Free email verification that checks deliverability, catch-all domains, and spam trap risks in seconds

Captain
AI travel agent on Telegram that searches live flight prices and tracks fare changes
Why
Free AI exploration tool that turns one question into a branching, source-cited curiosity path

Episko
Native desktop app for managing multiple Claude Code AI agent sessions with real terminals and live telemetry
Eloqra
Live chat widget that routes website visitor messages straight to Telegram
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