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CodeBurn — See where your AI coding spend actually goes

84Score 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.

Whop CLI — Run your entire business from the terminal

82Score 82 out of 100 — Strong

whop.sh

The Whop CLI gives developers, creators, and automation agents command-line access to Whop API resources.

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Shieldstral — Define safety at runtime for text and images

81Score 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

81Score 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

81Score 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.

MCP-Billing — OAuth 2.1 + usage-based Stripe billing for MCP servers

80Score 80 out of 100 — Strong

mcp-billing.com

Self-hosted boilerplate providing OAuth 2.1, API key management, and Stripe usage-based billing for MCP servers.

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

79Score 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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localskills.sh — AI Skill & MCP server management for teams & enterprises

79Score 79 out of 100 — Strong

localskills.sh

Create, share, and install reusable AI agent skills and rules across multiple coding tools, with team management, SSO/SCIM, and audit capabilities.

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Actx0 — Memory infrastructure for AI agents.

79Score 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

78Score 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

78Score 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

77Score 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

75Score 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

74Score 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

73Score 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

71Score 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

71Score 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

70Score 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

70Score 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

68Score 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

68Score 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

68Score 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

62Score 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

58Score 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.