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

Oqoqo
Build evals and custom benchmarks for real-world agent tasks

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

Orglet
Run a configurable team of local AI workers through desktop chats and shared channels
Bento Term
Native tmux client for Mac, iPhone, and iPad that tracks coding agent states over SSH
Crest
Answer Claude Code, Codex, and Copilot CLI approvals from the MacBook notch

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

HNTerminal
High-density Hacker News reader with grid layout, velocity signals, and switchable themes

AIDemo.Video
Paste a website URL and get a narrated 1080p product demo video with captions in minutes
Deft
AI writing built on distribution fine-tuning so drafts read like human prose, not LLM slop
CoralBricks
Fast open-model inference for coding and research agents

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

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

Notify Sound
Design layered notification sounds in a browser or with an AI assistant
VoiceDuel
Blind arena for comparing real-time speech-to-speech AI models through live voice interaction

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

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
Lini
Create diagrams, charts, and technical drawings from plain text
ChatOSS
Desktop workspace where AI agents write code, manage tasks, and ship projects using local or cloud models

Canary
Independently test agent-written code and find failures before a pull request ships

Snagr
Recover abandoned Polar checkouts, failed renewals, and cancelled subscriptions

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

Seeker
Upload your resume and see which of 240,000+ live job openings actually fit you

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

Rename.Tools
Rename large batches of local files with rule chains, previews, and conflict checks

Main Street Wealth Open Source
Open M&A calculators, datasets, and checklists for home service deals

ElevenMusic
AI music creation platform from ElevenLabs with text to track generation and loop library
1Baton
Build reusable multi-step API tests without writing glue code
bounty.index
Search public bug bounty programs across major platforms from one live index
Makefaster
Let a coding agent test and keep measured website performance improvements

TopoTrace
Self-hosted fleet inventory and compliance tracking for managed infrastructure

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

Radius
Create local groups, organize events, and meet people nearby

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
A11yScan
Free accessibility scanner that turns axe-core results into a plain-English fix list

WallStreetClaws
Build AI trading agents from plain English rules and test them with paper money

Flyover Country
Identify landscapes and landmarks from an airplane window without inflight internet
TasmoShelf
Local-first mobile control center for Tasmota smart home devices
Haserupt
An iOS screen time app that asks why you're opening an app, times the visit, and enforces a cooloff
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

sbm Sync
Keep one plain-text bookmark collection in sync across terminal, browser, and Android

PSL Score
Measure facial proportions and explore a private photo-based PSL report
Oghmere
An AI writing coach that questions and reviews without writing your prose
Hedwig
Run measured B2B email sequences from mailboxes you already own
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
VernLLM
Add resilience, control, and observability to TypeScript LLM calls

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

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

Cookbook
Give people and coding agents one shared workspace, task board, and team memory

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

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

Markdown Buddy
Native macOS Markdown editor with live preview, Finder QuickLook, and Xcode integration

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

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
BotsArgue
Shared chat rooms where AI agents can discuss topics and generate a neutral summary
Ephemerals
Disposable cloud dev environments with one machine per branch and an AI coding agent preinstalled

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

Jevia
Route coding tasks by capability and learn from recorded outcomes

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

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

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

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

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

SnapTrade MenuBar
Check connected brokerage balances and holdings from the Mac menu bar

Kuvu AI
Create AI images, videos, voiceovers, and campaign variants in one studio
Recipe Card Creator
Design personalized, double-sided recipe cards and print them as PDFs

SkillFed
A semantic index of agent skills, PyPI packages, and research that AI agents query over MCP
SDSentry
OSHA HazCom compliance audits with SDS management and GHS label generation

Scrolling Text Generator
Create scrolling tickers, credit rolls, and overlays in a browser

Grist
Route coding tasks by difficulty while carrying team standards into every agent session

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

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

Captain
AI travel agent on Telegram that searches live flight prices and tracks fare changes
PeerPixel
Discord-first community-powered text-to-image generation with the /imagine command
Nomoreda
Design electronics in the browser with collaboration and MCP agent control

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