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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.

Category results

25 tools matched your view.

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CodeBurn — See where your AI coding spend actually goes screenshot 1 of 4: Home

CodeBurn — See where your AI coding spend actually goes

Score 84 out of 100 — Strong

codeburn.app

CodeBurn is a free, open-source, local-first tool that tracks AI coding token usage and cost across dozens of developer tools. It breaks down spend by model, project, and task using session files already on the user's disk, with no data uploaded.

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Shieldstral — Define safety at runtime for text and images screenshot 1 of 4: Home

Shieldstral — Define safety at runtime for text and images

Score 81 out of 100 — Strong

mistral.ai

Shieldstral introduces a 3B open-weights multimodal safety classifier that outperforms models up to 7x its size.

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Soup CLI — Fine-tune an 8B LLM on a 4 GB laptop GPU screenshot 1 of 4: Home

Soup CLI — Fine-tune an 8B LLM on a 4 GB laptop GPU

Score 81 out of 100 — Strong

trysoup.dev

Soup CLI is an open-source command-line toolkit for LLM post-training and fine-tuning on local hardware. It uses layer streaming to fit 8B models into 4 GB VRAM, auto-generates training configs, gates saves via evals, and supports migration from other fine-tuning tools.

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TinyFish — The web operating layer for AI agents screenshot 1 of 4: Home

TinyFish — The web operating layer for AI agents

Score 81 out of 100 — Strong

tinyfish.ai

TinyFish provides enterprise infrastructure for AI web agents. Run hundreds of websites simultaneously to navigate, authenticate, extract data, and automate web workflows with a fully serverless architecture.

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Murmell — Cloud canvas where your team and AI agents works together screenshot 1 of 4: Home

Murmell — Cloud canvas where your team and AI agents works together

Score 79 out of 100 — Strong

murmell.com

Murmell is a browser canvas where several AI coding agents run on a cloud machine and share one project directory. An agent claims a file before it writes to it, so multiple agents and people can work simultaneously without overwriting each other.

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Actx0 — Memory infrastructure for AI agents. screenshot 1 of 4: Home

Actx0 — Memory infrastructure for AI agents.

Score 79 out of 100 — Strong

actx0.com

Managed memory infrastructure for AI agents and apps that stores session memories and workspace knowledge, extracts short facts from user messages, and retrieves them via semantic search in under 10ms.

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Anyship

Score 78 out of 100 — Strong

anyship.dev

A developer platform that turns a folder of code into a live web app on a real URL with zero configuration. It auto-detects frameworks, provides built-in databases and storage, handles access control and custom domains, and supports deployment directly from AI coding agents like Cursor or Claude.

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Local — Zero (!) friction local AI for your Mac screenshot 1 of 4: Home

Local — Zero (!) friction local AI for your Mac

Score 78 out of 100 — Strong

basecompute.co

Local is a macOS application that runs AI inference entirely on-device without cloud dependency or per-token fees. It automatically optimizes performance for Apple Silicon via BaseRT, supports on-machine chat, coding, and meeting transcription, and allows users to connect external API keys for frontier models when needed.

Hostinger

Score 77 out of 100 — Strong

hostinger.com

Hostinger provides web hosting and AI-powered tools for building and running online businesses. Its services include shared and cloud hosting, WordPress hosting, domain registration, and an AI website builder. For developers, Hostinger offers a public API, CLI, and SDKs to manage hosting and automate workflows through its hPanel interface.

Algolia

Score 75 out of 100 — Strong

algolia.com

Algolia is an AI search and retrieval platform that provides organizations with a unified solution for agentic, generative, and keyword search. It enables users to build intuitive, adaptive, and high-performing experiences using vector understanding, machine learning-powered recommendations, and real-time analytics.

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Qualcomm

Score 74 out of 100 — Fair

qualcomm.com

Qualcomm AI Hub Workbench helps optimize, validate, and deploy machine-learning models on-device for vision, audio, speech, and multimodal use cases.

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Startfast

Score 73 out of 100 — Fair

startfast.dev

StartFast is a Next.js starter kit for building and launching SaaS products, with authentication, Stripe payments, email, Prisma database support, and multilingual support.

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Baseten

Score 71 out of 100 — Fair

baseten.co

Baseten is an inference platform for serving and scaling open-source, custom, and fine-tuned AI models in production, with model runtimes, cross-cloud high availability, and developer workflows.

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Premai

Score 71 out of 100 — Fair

premai.io

Prem provides a confidential API for secure, client-encrypted LLM inference at scale, featuring zero data retention options and attestation verification.

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Blink

Score 70 out of 100 — Fair

blink.new

Blink is an AI platform that designs, builds, and hosts business websites and the full-stack apps behind them, and runs always-on AI agents — all from a plain-language description.

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Buildship

Score 70 out of 100 — Fair

buildship.com

Visual workflow automation platform for building backend logic, APIs, and AI agent tools using natural language or low-code/no-code interfaces. Connects to hundreds of external apps, databases, and AI models.

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Blackbox

Score 68 out of 100 — Fair

blackbox.ai

Blackbox is an inference platform providing dedicated single-tenant deployments for open-weight AI models and unified API access to 300+ open and closed models with zero data retention.

Nebius

Score 68 out of 100 — Fair

nebius.com

Nebius provides an AI cloud with infrastructure and services for training, inference, and AI workloads, including hosted open-source model inference through Token Factory.

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Tryapi

Score 68 out of 100 — Fair

tryapi.dev

TryAPI is an API marketplace platform providing production-ready APIs through usage-based, per-call pricing. The site documents API-key authentication, error handling, API-specific limits and code examples, and offers a catalog of 81+ APIs.

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Phala

Score 62 out of 100 — Fair

phala.network

Phala Cloud delivers confidential AI on TEE-protected GPUs, enabling private LLM inference, sealed agents, and verifiable compute on Intel TDX and NVIDIA H100/H200 hardware.

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On-demand

Score 58 out of 100 — Below the bar

on-demand.io

OnDemand is a web-based platform for building and deploying AI agents, with model integration, business-tool and knowledge connections, agent workflows, and edge deployment capabilities.

Browse by category

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

Analytics & BI

59 sites

Product analytics, business intelligence, data visualization

CRM & Sales

42 sites

Customer relationship management, sales automation, sales engagement

Project & Task Management

44 sites

Project planning, task tracking, team collaboration on projects

Communication & Team Collaboration

41 sites

Team chat, video conferencing, internal communication

Human Resources & Payroll

9 sites

HR software, payroll, recruitment, employee management

Accounting & Finance

48 sites

Accounting, invoicing, expense management, financial reporting

E-commerce & Marketplace

29 sites

Online store builders, marketplace platforms, POS, inventory

Content & Marketing

135 sites

Content management, email marketing, SEO, social media marketing

Customer Support & Ticketing

38 sites

Help desk, customer support, feedback management, chatbots

Design & Creative

279 sites

Design tools, prototyping, video editing, graphic design

Development & DevOps

117 sites

Code repositories, CI/CD, API management, infrastructure

Data Management & Integration

47 sites

Data warehousing, ETL, API integrations, data pipelines

Security & Compliance

22 sites

Identity management, security monitoring, compliance tools

Legal & Contracts

26 sites

Contract management, document automation, legal tech

Education & Learning

42 sites

Learning management, course platforms, training software

AI & Agent Infrastructure

120 sites

Agent runtimes, model APIs, LLM observability, agent tooling and training data

Productivity & Utilities

207 sites

Notes, calendar, inbox, meeting capture, and desktop, file and web utilities

One to explore

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

Score 63 out of 100 — FairRoadmapping & product management

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What it does

Timebook is an AI-assisted product management platform that helps teams identify the right things to build. It accelerates every stage of product management, from capturing insights and ideas to ranking opportunities and drafting solutions based on desired outcomes.

Worth knowing

  • Capture Insights
  • Discover what to build
  • Plan your roadmap
  • Reports