The full directory

Find the right tool for the job.

Search by the work you need done, then narrow by category, pricing, platform, score, or review activity. Some listings are queued for review and do not have a final score yet.

All tools

1688 tools matched your view, including listings queued for review.

Home

The new Firecrawl MCP — Agent-ready web context for any MCP client.

firecrawl.dev

Search the web, scrape any page, and interact with it, all through one API.

Home

Ideogram

ideogram.ai

Ideogram is a generative media platform offering purpose-built creative apps, image and video models, and a unified API for building workflows.

Home

Transcript

transcript.lol

Web-based AI transcription service that converts audio and video files into text, with speaker recognition, summaries, and automated insights.

Home

Writetext

writetext.ai

WriteText.ai generates SEO, AEO, and GEO-optimized ecommerce content (product descriptions, meta fields, alt text) for Shopify, WooCommerce, and Magento via native plugins or API.

Home

AIto3D.ai is an online service that generates downloadable 3D models from text prompts, single images, or multiple reference views, with browser preview and tools for converting, compressing, and measuring 3D files.

Home

Chatbit

chatbit.co

Chatbit is a no-code platform that allows businesses to build custom AI chatbots trained on website content, knowledge bases, and files to engage visitors and capture leads.

Home

Heyroger

heyroger.ai

Roger is an AI agent for paid advertising on Google and Meta. It automatically audits accounts for wasted spend, generates ad creative including visuals and videos, recommends optimizations, and applies campaign changes after explicit user approval.

Home

Sci-draw

sci-draw.com

SciDraw AI is a web-based platform for generating scientific illustrations, diagrams, graphical abstracts, and data visualizations from text, sketches, reference images, or data, with refinement and export options for papers, presentations, and teaching.

Home

Signal87

signal87.ai

Signal87 is a web-based enterprise document memory and legal AI research platform that lets users upload contracts, reports, spreadsheets, and other documents, ask questions in plain language, compare files, analyze spreadsheet data, and receive answers and reports with citations to source pages and paragraphs.

Home

Writemail

writemail.ai

WriteMail.ai is an AI email-writing application that generates and improves emails from key points, with tone and style controls, personalization, follow-up assistance, multi-language support, and a Gmail Chrome extension.

Home

You

you.bot

You.bot provides a single API for accessing more than 100 video, image, music, and language models, with task polling or webhook callbacks for results.

Home

Aeogeoai

aeogeoai.net

AEOGeoAI is a Miami-based AI search optimization specialist and research consultancy that helps local businesses improve visibility in answers from ChatGPT, Google AI Mode, Gemini, and Claude.

Home

Modularmind

modularmind.app

Maia is an AI-executive platform that plans, coordinates, and executes complex business operations and workflows.

Home

Needle-ai

needle-ai.com

Needle is an outbound engine for revenue teams that lets users search people and places, build lead lists, run multi-channel campaigns on LinkedIn and Instagram, manage suppressions, preview messages, and send from connected accounts through a dashboard, REST API, or MCP tools.

Home

Rencoach

rencoach.com

Ren is an AI accountability partner for managers that works in Slack and Microsoft Teams. It surfaces workplace conversations that are not happening, identifies which conversation is due, and helps managers find the words using the Accountability Dial framework.

Home

Visibilitymesh

visibilitymesh.com

Visibility Mesh measures how legible websites are to AI assistants and answer engines, checking crawler access, structured data and page text, ranking fixes, and rescanning after changes. It also offers a Shopify app and done-for-you AI visibility setup for Shopify and WordPress sites.

Home

Voooai

voooai.com

VoooAI is a multi-model AI creative platform that turns natural language into videos, images, music, digital humans, comics, manga, picture books, photo albums, and interactive storyboards through a visual node-based workflow canvas.

Home

Conceptmap

conceptmap.ai

ConceptMap turns PDFs, lecture notes, and long ChatGPT chats into AI-generated concept maps that users can study, present node by node, edit, publish, and share.

Home

Morningstack

morningstack.app

Morning Stack finds best-fit job openings overnight and emails up to three verified, tailored application packages, including a resume, cover letter, company brief, and fit answer, by 7 a.m. on weekdays.

Home

Promptfix

promptfix.online

PromptFix is a web-based AI prompt engineering platform that scores prompts for reliability, identifies improvements, supports prompt versioning and comparison across models, and provides templates, reverse prompting, team collaboration, and API access.

Home

Trushot

trushot.app

AI-powered dating photo generation service that creates realistic, high-quality profile pictures while preserving the user's unique identity.

Home

Akkio

akkio.com

Akkio is an AI analytics and workflow automation platform that helps media agencies and data providers connect data sources to automate campaign strategy, audience segmentation, forecasting, and performance measurement.

Home

Audeus

audeus.com

Audeus is a text-to-speech app that reads PDFs, Word documents, text, web articles, EPUBs, and other documents aloud with AI voices.

Home

Lovart

lovart.ai

Lovart is a web-based AI design agent that generates on-brand visual assets from text prompts. It produces logos, packaging, product photos, social media content, and video ads through an integrated canvas with AI editing, custom font generation, and batch export capabilities.

Browse by category

Start broad, then drill into the work each product supports.

One to explore

Featured listing

A closer look at one of the tools in the directory, selected from published research findings.

Ollama

ollama.ai

Agent orchestration & runtimes

Home

1 / 4

What it does

Ollama is an open-source software platform for running and managing large language models locally, offering cloud inference, CLI/API access, and desktop apps with private data handling.

Worth knowing

Streaming
Thinking
Structured Outputs
Vision