IRONBEEM

A hand-curated, topic-organized library of the best ML education — 923 docs (391 arXiv papers, 474 Stanford/MIT/Karpathy/fast.ai lectures, 58 explainer articles), normalized to Markdown with full provenance. Open it in Obsidian or point your agent at it. A clean ML corpus for learning, RAG & fine-tuning.

The complete AI stack, bottom-up from sand to a served token — a source-backed Obsidian vault. 15 domains, 110 topics, beginner to expert: semiconductor physics, fabs, GPUs, datacenters, power, cooling, training, and inference.

WolfDB - the open-source, object-storage-native, bi-temporal memory database for AI agents.

Where are your AI agent's tokens going? Per-session/file/tool token attribution from local Claude Code / Codex / Cursor logs. Single static Go binary, zero runtime deps, no telemetry.

An opinionated, hand-curated index of production-tested skills, plugins, and CLAUDE.md packs for AI coding agents (Claude Code, Codex, Cursor, OpenCode, Aider, Gemini CLI). Each entry has when-to-use AND when-NOT-to-use.

MCP server that gives AI agents deep git intelligence: history, blame, hotspots, ownership, and diffs since any ref.

Pre-flight risk check before npm/pip/cargo install. Single static Go binary. Built in response to the May 2026 npm Mini Shai-Hulud and Axios hijack supply-chain attacks.

No description.

Profile README — ML, AI agents, systems, Rust & Go.

Templates for use in the Domain Connect Protocol

One file. Every AI coding agent suddenly understands your codebase. Generates codemap.md from any repo. Works with Claude Code, Codex, Cursor, OpenCode, Aider, Gemini CLI. Single static Go binary, zero deps.

Lint, validate, and document your .env files: catch missing vars, leaked secrets, and typos before they bite.

Estimate LLM token counts and $ cost for any text, file, or directory across OpenAI, Anthropic, and Google models.

A curated collection of production-ready agent Skills for Claude Code, Codex, Cursor, and other tools that support the open Skills standard.

Generate beautiful changelogs and GitHub release notes from your conventional commits.

Convert and query between JSON, YAML, CSV, and TOML from the CLI or a tiny in-browser playground.

A modern tree command: file sizes, git status, .gitignore-aware, with color and JSON output.

Instant dependency report for any npm project: install size, outdated, vulnerabilities, and unused deps in one command.

A fast, friendly terminal UI for Ollama: chat, manage models, and watch resource usage.

Scaffold projects from composable templates with variables and post-generation hooks.

A fast terminal snippet manager with fuzzy search, syntax-highlighted preview, and one-key copy to clipboard.

Clean up stale, merged, and gone git branches safely and interactively, local and remote.

See and kill whatever's using your ports: a fast cross-platform TUI for ports and their processes.

One command to profile any CSV, Parquet, or JSON dataset: types, nulls, distributions, outliers, and a shareable HTML report.

Version, organize, and run your LLM prompts from plain files — prompts as code, with variables, diffing, and snapshots.

Audit your VS Code / Cursor extensions for supply-chain risk before they run. Local-first CLI built in response to the May 2026 GitHub/Nx Console breach.

web development, streamlined

TypeScript & JavaScript ORM for Node.js — supports PostgreSQL, MySQL, MariaDB, SQLite, SQL Server, Oracle, and more.

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

🤖 A client-first, server-capable, fully type-safe router and full-stack framework for the web (React and more).

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

Ergonomic Framework for Humans

Supercharge Your LLM Application Evaluations 🚀

A pluggable API specification generator. Currently supports the OpenAPI Specification (f.k.a. the Swagger specification)..

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

Universal memory layer for AI Agents

🥧 HTTPie CLI — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.

Scrapy, a fast high-level web crawling & scraping framework for Python.

SQL databases in Python, designed for simplicity, compatibility, and robustness.

Python client for Qdrant vector search engine

Retrying library for Python

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

LlamaIndex is the leading document agent and OCR platform

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

🤖 Headless UI for building powerful tables & datagrids for TS/JS - React-Table, Vue-Table, Solid-Table, Svelte-Table

Access large language models from the command-line

The little ASGI framework that shines. 🌟

web development for the rest of us

Python CLI utility and library for manipulating SQLite databases

Next generation frontend tooling. It's fast!

ORM

🚀 The fast, Pythonic way to build MCP servers and clients.

An open source multi-tool for exploring and publishing data

A programming framework for agentic AI

A TypeScript framework for building MCP servers.

Access to Anthropic's safety-first language model APIs in TypeScript

An ASGI web server, for Python. 🦄

Data validation using Python type hints

aider is AI pair programming in your terminal

A framework for building realtime voice AI agents 🤖🎙️📹

The official TypeScript SDK for Model Context Protocol servers and clients

A lightweight, powerful framework for multi-agent workflows and voice agents

The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents

AgentKit: Build multi-agent networks in TypeScript with deterministic routing and rich tooling via MCP.

Data framework for your LLM applications. Focus on server side solution

From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.

AI Agent Framework, the Pydantic way

Build resilient agents.

Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM]

yargs the modern, pirate-themed successor to optimist.

A simple and composable way to validate data in JavaScript (and TypeScript).

:ram: Practical functional Javascript

mdast utility to serialize markdown

Low-level network interception library.

A collection of essential TypeScript types

A modern JavaScript utility library that's 2-3 times faster and up to 97% smaller—a major upgrade to lodash.

A tiny (286 bytes) state manager for React/RN/Preact/Vue/Svelte with many atomic tree-shakable stores

⏰ Day.js 2kB immutable date-time library alternative to Moment.js with the same modern API

Markdown parser, done right. 100% CommonMark support, extensions, syntax plugins & high speed

Minimal templating on steroids.

Find and load configuration from a package.json property, rc file, TypeScript module, and more!

🦋 A tool to manage versioning and changelogs with a focus on monorepos

📋 React Hooks for form state management and validation (Web + React Native)

Zero-runtime Stylesheets-in-TypeScript

The simplest and fastest way to bundle your TypeScript libraries.

State machines, statecharts, and actors for complex logic

The fastest JSON schema Validator. Supports JSON Schema draft-04/06/07/2019-09/2020-12 and JSON Type Definition (RFC8927)

A declarative, efficient, and flexible JavaScript library for building user interfaces.

Simple to use, blazing fast and thoroughly tested WebSocket client and server for Node.js

TypeScript-first schema validation with static type inference

Pothos GraphQL is library for creating GraphQL schemas in typescript using a strongly typed code first approach

A utility library for JavaScript and TypeScript.

⏳ Modern JavaScript date utility library ⌛️

A type-safe TypeScript SQL query builder

An HTTP/1.1 client, written from scratch for Node.js

Web framework built on Web Standards

Build, run, and manage agent platforms.

Identify email addresses or domains names that belong to colleges or universities. Help automate the process of approving or rejecting academic discounts.

University Domains and Names Data List & API