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HelixDB: The fastest & most scalable graph-vector database on the market. It is listed under Development & Code on AI Registry as a paid tool.
The tools below are approved listings in the same category, ordered by how closely their tags match HelixDB. This is an automatic list. We have not written a researched verdict for HelixDB yet, so treat it as a shortlist and check each vendor's pricing page before switching.
Built from each tool's listing. Vendors can update their own listing after claiming it.
Observability and Governance for AI-Generated Python scripts.
BotCity is a governance platform for Python in enterprises, built on the premise that when business users and AI agents automate work, they increasingly do it by writing and running Python scripts. It gives security, IT and automation teams visibility and control over that code, from scripts generated on employee lapto...
Open source inference server for local models
Magnitude is an inference engine that runs open weight AI models locally and tunes itself to the user's exact hardware. It ships as a desktop app for macOS, Linux and Windows, and supports Apple Silicon, NVIDIA and AMD GPUs, or a CPU alone. There is no fixed minimum hardware requirement, though smaller machines run sma...
Open-Source Reinforcement Learning (RL) & Fine-tuning for LLMs.
Unsloth is an open source project for running and training AI models locally. Its current headline product is Unsloth Desktop, described as the first desktop app to run and train models that is open source, free and fully local. It is offered for Mac, Windows and Linux as a downloadable installer, alongside a Models se...
Automation Foundation Models For Tiny Devices
Cactus Compute builds very small foundation models that run locally on devices, led by Needle, now in its third version. Needle is a single 8 to 29 MB binary that trades general chat ability for reliable automation: given the functions an app exposes, it chooses the right tool calls and fills their arguments from what ...
The LLM Eval and Observability Platform for AI Quality
Confident AI is an evaluation and observability platform for teams building applications on large language models. It traces every model call and agent step in production, turns live traces into test cases, runs evaluations in development and in CI/CD pipelines, and adds red teaming and governance modules for catching ...
Cloud infrastructure for MCP servers and Claude / ChatGPT plugins.
Manufact is a hosting and operations platform for MCP servers and MCP apps, the connectors that let AI assistants call a company's tools. It comes from the creators of an open source SDK for building MCP servers, and it covers building, deploying, testing, publishing and monitoring from one place. A user pushes code a...