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ccusage is a local command-line tool for developers who want to see how many tokens their coding agents use and what that usage costs. It reads the agents' local usage records, so you can compare activity across tools in one place.

Skills (mattpocock) is a collection of small engineering workflows for developers using Claude Code, Codex and other AI coding agents. You can adapt and combine individual skills to address specific problems without adopting a complete development process.

Qdrant is a vector database for developers building semantic search, retrieval-augmented generation (RAG), recommendations and AI agent memory. It stores embeddings with metadata so applications can find similar items within a relevant subset of their data.

Voicebox combines speech creation and dictation for people producing audio or working with AI agents. It's a free, open-source alternative to ElevenLabs and WisprFlow that processes voice data on your own machine.

AI Job Search is a job application framework for people who want to assess roles and prepare tailored documents from their own career profile. It runs through Claude Code on your machine, but AI work uses Anthropic's service and requires paid Claude access or API credits, so it isn't fully offline.

Repomix packages repositories into a single file for developers who need to give an AI assistant project context for code review or analysis. It works with local directories and remote repositories.

WhisperLive turns speech into text as audio arrives, using OpenAI's Whisper models. It's for developers and teams who want to run transcription on their own machine or server and connect it to live audio or recorded files.

ECC adds reusable engineering workflows to AI coding assistants. It's for developers who want editable plans, test-first development and separate review contexts across sessions.

Pydantic AI is a Python SDK for developers building agents into their applications. It uses Pydantic validation to give application code structured results and check the arguments agents pass to tools.

RTK filters command output before an AI coding assistant reads it. It's for developers whose agents spend too much context on build logs, passing tests and repetitive terminal output.

XERJ is a local search engine for developers building AI agents that need to retrieve code, documents or stored knowledge without reading whole files into their context. It runs on a laptop or self-hosted server.

FunASR is a speech-to-text toolkit for developers building transcription services and voice applications. It supports offline recordings and live speech on local hardware or self-hosted servers, with capabilities that depend on the model and runtime.

Apache TVM is a machine learning compiler for developers optimizing models for deployment on their own hardware. It compiles model computations into modules that applications can embed, with targets spanning data center GPUs and edge devices. Code is licensed under Apache 2.0.

Context Mode is a local MCP plugin for developers whose AI coding agents fill their context windows with logs, file reads and search results. It stores large tool outputs on your machine so the agent can retrieve relevant passages as needed.

RAGFlow helps teams build AI agents that answer questions using their own documents. It extracts content from complex files and retrieves supporting material that readers can check.

OpenRAG is a self-hosted platform for searching documents and asking questions about them through an AI chat interface. It brings Langflow, OpenSearch, and Docling together for developers and teams that want a document knowledge base with control over its retrieval workflows. It's open source under Apache 2.0 and supports self-managed deployment with Docker or Podman.

OpenCode is an AI coding agent for developers who want help writing code or exploring unfamiliar projects. You can choose a local model running on your hardware or connect a cloud provider.

LLaMA-Factory is a local model training platform for developers and researchers who want to adapt pretrained models to their own tasks. Its web UI lets you fine-tune models without writing code.

BERTopic is an open-source Python library for researchers and developers who need to find themes in document collections. It groups texts using transformer embeddings, then uses class-based TF-IDF to identify words that describe each group. Those keywords give you a way to inspect what a topic covers and which documents belong to it. The license is MIT.

Superpowers adds a development workflow to AI coding assistants. It's for developers who want to approve a design before implementation and have the agent work through a plan with testing and review.

QualityScaler is a local AI upscaler for people who want to enlarge photographs and videos and reduce noise through a Windows desktop app. It processes media on your PC without an internet connection.

Stable Baselines3 is a Python library for training reinforcement learning agents on your own hardware using PyTorch. It builds on Stable Baselines and gives researchers and developers tested algorithm implementations for comparing approaches or building their own projects. It's free and open source under the MIT license.

FreeLLMAPI gives developers one API for experimenting with cloud models and local backends. The router runs locally, but cloud inference still sends requests to the providers you enable.

OpenDataLoader PDF is a PDF parser for developers building document search and retrieval-augmented generation systems. It preserves document structure and source locations so applications can retrieve passages and point readers back to the original page.

GLiNER is a Python framework for extracting named entities from text using small models that run locally on CPUs and consumer hardware. It's for developers building document processing, personal data detection or search systems who need to choose their own entity types without training a model for each task.

Free Claude Code lets developers use coding agents with local models or a choice of cloud providers. It connects existing clients to a shared model catalog rather than requiring a separate coding workflow.

LM Studio runs downloaded language models for conversations and tasks on your computer. Its Bionic agent helps people create documents, write software and carry out work using local or frontier open models.

Numen provides hands-free voice control and dictation for Linux. It is for people who want to operate their computer through speech, including users who cannot comfortably type or want to reduce hand strain.

PPT Master turns documents or topics into PowerPoint presentations for people who expect to edit the generated slides. It creates native PowerPoint objects that you can revise individually.

LangGraph is an AI agent framework for developers building applications on their own machines, including workflows that use local models through LangChain's ChatOllama integration. Ollama can run models such as gpt-oss locally. LangGraph also works with remote model providers, so where model requests go depends on the connection your application uses.

Kokoro Clipboard TTS reads selected or copied text aloud on Windows and macOS using Kokoro-82M. It's for people who want to listen to text across desktop apps while keeping it private. Speech generation works offline, and both clipboard text and audio stay on your machine. It doesn't require an account or API key, and it has no telemetry.

CC Switch is a desktop manager for developers who use multiple AI coding assistants or API providers. It brings their settings into one interface and preserves existing plugins, hooks and other custom settings when switching providers.

Paperless-ngx is a document management system for people who want a searchable archive of their scanned paperwork. It helps keep records such as invoices and tax documents available without searching through paper folders.

Deep Research is a self-hosted AI agent for people who want web research with traceable evidence and a library they control. It runs in Docker on your own machine or server, searches the web in successive rounds, and uses gaps in its findings to decide what to investigate next. Reports include citations, per-source notes with quoted evidence, and suggested follow-ups.

MoneyPrinterTurbo is a self-hosted AI video generator for creators producing shorts from topics or keywords. It automates the production workflow while letting you supply your own content at each stage.

Mastra is a TypeScript framework for developers building self-hosted AI agents and applications with local models through LM Studio. It supports gpt-oss, Qwen3 and DeepSeek through an OpenAI-compatible model server. The framework can also call OpenAI, Anthropic and Gemini, which send model requests to those remote providers.

Sandbook is an offline text-to-speech reader for iPhone and iPad, for people who want to listen to books and documents without uploading them. It runs Kokoro-82M on the device through Apple MLX, with the speech model and voices included in the app. It needs no account and has no ads or tracking.

Moli is a headless browser for developers building AI agents, web scrapers and retrieval pipelines on their own machines or servers. It reads page content and executes JavaScript without continuously rendering a visual page.

Zed is a desktop code editor for developers who want coding assistance from models running on their own machine or infrastructure they control. Its Agent and Inline Assistant can use Ollama, llama.cpp, LM Studio or a local OpenAI-compatible server. The editor connects to these model servers, which perform inference.

SHAP is a Python library for data scientists and machine learning researchers who need to understand how input features contribute to a model's predictions. It uses Shapley values from game theory to assign contributions to individual features. The library is open source under the MIT license and runs in your own Python environment.

Hindsight is a memory system for developers whose AI agents need to carry facts and experience across sessions. It combines stored memories into observations and maintains answers to recurring questions as more information arrives.

SiYuan is a knowledge workspace for people who want to connect notes, reference material and individual passages. Its block-based editor lets you link directly to a piece of text rather than an entire document.

spaCy is a Python library for developers and data scientists who need to extract structured information from text in their own applications. It runs on macOS, Windows and Linux, with model packages that become part of your application. It's free and open source under the MIT license.

OpenMontage is an AI video production engine for creators who want an agent to produce a complete video or handle a specific editing task. It can start with a brief or work with material you already have.

TranscriptionSuite is a speech-to-text app for people recording lectures, transcribing conversations or dictating documents on their own hardware. Transcription works offline after the app and model downloads, keeping audio and transcripts local.

Parrot is an open-source desktop app that reads selected text aloud in other applications. It's for people who prefer listening to written material or need text-to-speech for accessibility. It runs on macOS, Windows and Linux, and builds on Handy by CJ Pais as an MIT-licensed fork.

Ruflo is an AI agent framework for developers who want Claude Code and Codex to work as coordinated teams. It adds specialist roles and shared context for projects that involve coding, testing, architecture and documentation.

Codex CLI is a terminal coding assistant that works in your local repository on macOS, Windows and Linux. Developers can use it with models running locally through Ollama, including gpt-oss:120b, or connect to OpenAI through a paid ChatGPT account or API key. With OpenAI access, model requests go to the remote service even though file edits and commands run on your computer.