Awesome List Updates on Aug 16, 2026

9 awesome lists updated today.

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1. Awesome Rust

Applications / Utilities

• fosk/emplace [emplace] - Synchronize installed packages on multiple machines

• vamolessa/verco [verco] - A simple Git/Hg tui client focused on keyboard shortcuts

2. Awesome Python

Projects / AI and Agents

• Orchestration
  • langchain (⭐144k) - Building applications with LLMs through composability.
  • langgraph (⭐40k) - Low-level orchestration framework for building stateful, long-running LLM agents.
  • crewai (⭐57k) - A framework for orchestrating role-playing autonomous AI agents for collaborative task solving.
  • pydantic-ai (⭐19k) - A Python agent framework for building generative AI applications with structured schemas.

• Vendor Agent SDKs
  • openai-agents (⭐28k) - OpenAI's framework for building and managing AI agents.
  • claude-agent-sdk (⭐7.9k) - Anthropic's Python SDK for building AI agents on Claude Code's harness — custom tools, in-process MCP servers, hooks.

• Personal Assistants
  • hermes-agent (⭐225k) - An adaptive personal AI assistant that grows with you.

• Prompt Optimization
  • dspy (⭐37k) - A framework for programming, not prompting, language models.

• Data Layer
  • instructor (⭐14k) - A library for extracting structured data from LLMs, powered by Pydantic.
  • llama-index (⭐52k) - A data framework for your LLM application.
  • mem0 (⭐63k) - An intelligent memory layer for AI agents enabling personalized interactions.

• Pre-trained Models
  • transformers (⭐163k) - A framework that lets you easily use pre-trained transformer models for NLP, vision, and audio tasks.

• LLM Inference and Serving
  • sglang (⭐32k) - A high-performance serving framework for large language models and multimodal models.
  • vllm (⭐89k) - A high-throughput and memory-efficient inference and serving engine for LLMs.
  • mlx-lm (⭐6.5k) - Run and fine-tune large language models on Apple Silicon with MLX.

• LLM Gateways
  • LiteLLM (⭐56k) - Call 100+ LLMs using OpenAI format.

• Fine-tuning
  • unsloth (⭐72k) - A library for faster LLM fine-tuning and training with reduced memory usage.

• Speech
  • openai-whisper (⭐107k) - A general-purpose automatic speech recognition model trained on 680k hours of multilingual and multitask supervised data.
  • funasr (⭐20k) - Industrial-grade speech recognition toolkit with 170x realtime speed, 50+ languages, speaker diarization, and emotion detection.
  • vibevoice (⭐52k) - A family of open-source voice AI models from Microsoft for text-to-speech and long-form speech recognition.
  • gTTS (⭐2.6k) - Python library and CLI tool for converting text to speech using Google Translate TTS.
  • kittentts (⭐15k) - Lightweight ONNX text-to-speech library with small CPU-friendly models.

Projects / Deep Learning

• Reinforcement Learning
  • gymnasium (⭐12k) - A standard API for reinforcement learning environments with popular reference environments (gym (⭐37k) successor).
  • stable-baselines3 (⭐14k) - PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms.

Projects / Natural Language Processing

• General
  • nltk (⭐15k) - A leading platform for building Python programs to work with human language data.
  • spacy (⭐34k) - A library for industrial-strength natural language processing in Python and Cython.
  • gensim (⭐16k) - Topic Modeling for Humans.
  • stanza (⭐7.9k) - The Stanford NLP Group's official Python library, supporting 60+ languages.

• Chinese
  • jieba (⭐35k) - The most popular Chinese text segmentation library.
  • pypinyin (⭐5.4k) - Convert Chinese hanzi (漢字) to pinyin (拼音).
  • pangu.py (⭐278) - Paranoid text spacing.

Projects / Computer Vision

• General
  • opencv-python (⭐5.4k) - Open Source Computer Vision Library.
  • ultralytics (⭐61k) - Ultralytics YOLO for object detection, segmentation, pose estimation, and classification with state-of-the-art accuracy and speed.
  • kornia (⭐11k) - Open Source Differentiable Computer Vision Library for PyTorch.
  • fiftyone (⭐11k) - The open-source tool for building high-quality datasets and computer vision models.

Projects / Web Frameworks

• Synchronous
  • flask (⭐72k) - A microframework for Python.
    • awesome-flask (⭐13k)
  • django (⭐88k) - The most popular web framework in Python.
    • awesome-django (⭐11k)
  • bottle (⭐8.8k) - A fast and simple micro-framework distributed as a single file with no dependencies.
  • pyramid (⭐4.1k) - A small, fast, down-to-earth, open source Python web framework.
    • awesome-pyramid (⭐576)
  • fasthtml (⭐7k) - The fastest way to create an HTML app.
    • awesome-fasthtml (⭐83)

• Asynchronous
  • starlette (⭐13k) - A lightweight ASGI framework and toolkit for building high-performance async services.
  • tornado (⭐22k) - A web framework and asynchronous networking library.
  • litestar (⭐8.4k) - Production-ready, capable and extensible ASGI Web framework.
  • reflex (⭐29k) - A framework for building reactive, full-stack web applications entirely with Python.

Projects / Web APIs

• Django
  • django-rest-framework (⭐30k) - A powerful and flexible toolkit to build web APIs.
  • django-ninja (⭐9.2k) - Fast, Django REST framework based on type hints and Pydantic.
  • strawberry-django (⭐501) - Strawberry GraphQL integration with Django.
  • django-modern-rest (⭐1.3k) - Modern REST with speed, types, async, msgspec, pydantic and other goodies!

• Framework Agnostic
  • fastapi (⭐101k) - A modern, fast, web framework for building APIs with standard Python type hints.
  • connexion (⭐4.6k) - A spec-first framework that automatically handles requests based on your OpenAPI specification.
  • strawberry (⭐4.7k) - A GraphQL library that leverages Python type annotations for schema definition.

Projects / Web Servers

• ASGI
  • uvicorn (⭐11k) - A lightning-fast ASGI server implementation, using uvloop and httptools.
  • granian (⭐5.6k) - A Rust HTTP server for Python applications built on top of Hyper and Tokio, supporting WSGI/ASGI/RSGI.
  • hypercorn (⭐1.6k) - An ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.

Projects / Authentication

• OAuth
  • oauthlib (⭐3k) - A generic and thorough implementation of the OAuth request-signing logic.
  • authlib (⭐5.4k) - A comprehensive library for building OAuth, OpenID Connect, and JWT/JWS/JWE/JWK/JWA.
  • django-allauth (⭐10k) - Authentication app for Django that "just works."
  • django-oauth-toolkit (⭐3.3k) - OAuth 2 goodies for Django.

Projects / ERP

• odoo (⭐54k) - A suite of open source business apps: CRM, e-commerce, accounting, inventory, and thousands of community modules.

Projects / HTTP Clients

• URL Manipulation
  • yarl (⭐1.5k) - Yet another URL library.
  • httpx.URL - The immutable URL class bundled with HTTPX.

Projects / ORM

• Relational Databases
  • sqlalchemy (⭐12k) - The Python SQL Toolkit and Object Relational Mapper.
    • awesome-sqlalchemy (⭐3k)
  • django.db.models (⭐88k) - The Django ORM.
  • peewee (⭐12k) - A small, expressive ORM.
  • sqlmodel (⭐18k) - SQLModel is based on Python type annotations, and powered by Pydantic and SQLAlchemy.

• NoSQL Databases
  • pynamodb (⭐2.6k) - A Pythonic interface for Amazon DynamoDB.
  • mongoengine (⭐4.3k) - A Python Object-Document-Mapper for working with MongoDB.
  • beanie (⭐2.7k) - An asynchronous Python object-document mapper (ODM) for MongoDB.

Projects / Database Drivers

• ClickHouse
  • clickhouse-connect (⭐514) - The official ClickHouse client, with SQLAlchemy and Superset connectors.
  • clickhouse-driver (⭐1.3k) - Python driver with native interface for ClickHouse.

• Other Relational Databases
  • pyodbc (⭐3.1k) - An ODBC bridge for connecting to SQL Server and any other ODBC-accessible database.
  • oracledb (⭐446) - The official Python driver for Oracle Database, successor to cx_Oracle.
  • mssql-python (⭐461) - Official Microsoft driver for SQL Server and Azure SQL, built on ODBC for high performance and low memory usage.

• NoSQL Databases
  • redis (⭐14k) - The Python client for Redis.
  • pymongo (⭐4.3k) - The official Python client for MongoDB.
  • cassandra-driver (⭐1.4k) - The Python Driver for Apache Cassandra.
  • django-mongodb-backend (⭐227) - Official MongoDB database backend for Django.

Projects / Caching

• diskcache (⭐2.9k) - SQLite and file backed cache backend with faster lookups than memcached and redis.

Projects / Search

• elasticsearch (⭐4.4k) - The official low-level Python client for Elasticsearch.

• opensearch-py (⭐469) - The official low-level Python client for OpenSearch.

• meilisearch (⭐600) - The official Python client for the Meilisearch search engine.

Projects / Data Analysis

• ibis-framework (⭐6.6k) - A portable Python dataframe library with a single API for 20+ backends.

Projects / Data Ingestion / ETL

• General
  • awswrangler (⭐4.1k) - Pandas integration with AWS services like Athena, Glue, Redshift, S3, and DynamoDB.
  • dlt (⭐5.7k) - A Python library for building data pipelines with automatic schema inference, incremental loading, and support for multiple sources and destinations.
  • pathway (⭐63k) - Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

• Financial Data
  • yfinance (⭐25k) - Easy Pythonic way to download market and financial data from Yahoo Finance.
  • akshare (⭐22k) - A financial data interface library, built for human beings!
  • edgartools (⭐2.6k) - Library for downloading structured data from SEC EDGAR filings and XBRL financial statements.
  • openbb (⭐71k) - A financial data platform for analysts, quants and AI agents.

Projects / Data Visualization

• Plotting
  • matplotlib (⭐23k) - A Python 2D plotting library.
  • plotly (⭐19k) - Interactive graphing library for Python.
  • seaborn (⭐14k) - Statistical data visualization using Matplotlib.
  • altair (⭐10k) - Declarative statistical visualization library for Python.
  • bokeh (⭐20k) - Interactive Web Plotting for Python.

• Dashboards and Apps
  • streamlit (⭐45k) - A framework which lets you build dashboards, generate reports, or create chat apps in minutes.
  • gradio (⭐43k) - Build and share machine learning apps, all in Python.

Projects / Science

• Core
  • numpy (⭐33k) - A fundamental package for scientific computing with Python.
  • scipy (⭐15k) - A Python-based ecosystem of open-source software for mathematics, science, and engineering.
  • numba (⭐11k) - Python JIT compiler to LLVM aimed at scientific Python.

• Symbolic Mathematics
  • sympy (⭐15k) - A Python library for symbolic mathematics.

• Statistics
  • statsmodels (⭐12k) - Statistical modeling and econometrics in Python.

• Simulation and Modeling
  • pymc (⭐9.7k) - Probabilistic programming and Bayesian modeling in Python.
  • simpy - A process-based discrete-event simulation framework.
  • mesa (⭐3.8k) - An agent-based modeling framework for building, analyzing, and visualizing complex system simulations.

• Graphs and Networks
  • networkx (⭐17k) - A high-productivity software for complex networks.

• Computational Geometry
  • shapely (⭐4.5k) - Manipulation and analysis of geometric objects in the Cartesian plane.

• Other
  • colour-science (⭐2.6k) - Implementing a comprehensive number of colour theory transformations and algorithms.
  • manim (⭐40k) - An animation engine for explanatory math videos.

Projects / Quantum Computing

• cirq (⭐5k) - A Google-developed framework focused on hardware-aware quantum circuit design for NISQ devices.

Projects / Algorithms and Design Patterns

• Algorithms
  • sortedcontainers (⭐4k) - Fast and pure-Python implementation of sorted collections.
  • algorithms (⭐26k) - Minimal examples of data structures and algorithms.
  • thealgorithms (⭐224k) - All Algorithms implemented in Python.

• Design Patterns
  • transitions (⭐6.6k) - A lightweight, object-oriented finite state machine implementation.
  • python-patterns (⭐43k) - A collection of design patterns in Python.

Projects / Interactive Interpreter

• ipython (⭐17k) - A powerful interactive Python shell, and the kernel behind Jupyter notebooks.

Projects / Code Analysis

• Code Analysis
  • vulture (⭐4.8k) - A tool for finding and analyzing dead Python code.
  • prospector (⭐2.1k) - A tool to analyze Python code.
  • repowise (⭐5.9k) - Codebase intelligence that indexes repos into dependency graphs, git history, and auto-generated docs with dead code detection.

• Git Hooks
  • pre-commit (⭐15k) - A framework for managing and maintaining multi-language pre-commit hooks.

• Linters and Formatters
  • ruff (⭐49k) - An extremely fast Python linter and code formatter.
  • black (⭐42k) - The uncompromising Python code formatter.
  • isort (⭐6.9k) - A Python utility / library to sort imports.
  • pylint (⭐5.7k) - A fully customizable source code analyzer.
  • flake8 (⭐3.8k) - A wrapper around pycodestyle, pyflakes and McCabe.
    • awesome-flake8-extensions (⭐1.3k)
  • bandit (⭐8.2k) - A tool designed to find common security issues in Python code.

Projects / Testing

• Frameworks
  • pytest (⭐14k) - A mature full-featured Python testing tool.
    • awesome-pytest (⭐573)
  • hypothesis (⭐8.9k) - Hypothesis is an advanced Quickcheck style property based testing library.
  • robotframework (⭐12k) - A generic test automation framework.

• Test Runners
  • tox (⭐3.9k) - Auto builds and tests distributions in multiple Python versions
  • nox (⭐1.5k) - Flexible test automation for Python.

• Browser Automation
  • playwright-python (⭐15k) - Python version of the Playwright testing and automation library.
  • selenium (⭐34k) - Python bindings for Selenium WebDriver.

• API Testing
  • schemathesis (⭐3.5k) - A tool for automatic property-based testing of web applications built with Open API / Swagger specifications.

• Mock
  • mock - (Python standard library) A mocking and patching library.
  • responses (⭐4.3k) - A utility library for mocking out the requests Python library.
  • freezegun (⭐4.5k) - Travel through time by mocking the datetime module.
  • vcrpy (⭐3k) - Record and replay HTTP interactions on your tests.
  • respx (⭐828) - Mock HTTPX with awesome request patterns and response side effects.

Projects / Debugging Tools

• Tracing
  • hunter (⭐872) - A flexible code tracing toolkit.

Projects / Documentation

• mkdocs-material (⭐27k) - A documentation framework and Material Design theme built on MkDocs.

Projects / DevOps Tools

• Cloud Providers
  • boto3 (⭐9.9k) - Python interface to Amazon Web Services.
  • awscli (⭐17k) - Universal Command Line Interface for Amazon Web Services.
  • azure-sdk-for-python (⭐5.6k) - Microsoft Azure SDK for Python, published as per-service packages.
  • google-cloud-python (⭐5.4k) - Google Cloud client libraries for Python, published as per-service packages.

• Deployment
  • fabric (⭐15k) - A simple, Pythonic tool for remote execution and deployment.
  • chalice (⭐11k) - A Python serverless microframework for AWS.

• Other
  • borgbackup (⭐14k) - A deduplicating archiver with compression and encryption.
  • chaostoolkit (⭐2k) - A Chaos Engineering toolkit & Orchestration for Developers.

Projects / Distributed Computing

• ray (⭐43k) - A system for parallel and distributed Python that unifies the machine learning ecosystem.

• pyspark (⭐44k) - Apache Spark Python API.

• joblib (⭐4.4k) - A set of tools to provide lightweight pipelining in Python.

• mpi4py (⭐920) - Python bindings for MPI.

Projects / Messaging

• confluent-kafka (⭐501) - Confluent's Python client for Apache Kafka, built on librdkafka.

• pika (⭐3.9k) - Pure-Python RabbitMQ/AMQP 0-9-1 client library.

• paho-mqtt (⭐2.4k) - The Eclipse Paho MQTT client for Python.

Projects / Job Schedulers

• Workflow Orchestration
  • apache-airflow (⭐47k) - Airflow is a platform to programmatically author, schedule and monitor workflows.
  • prefect (⭐24k) - A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
  • dagster (⭐16k) - An orchestration platform for the development, production, and observation of data assets.

Projects / CLI Development

• Terminal Rendering
  • tqdm (⭐31k) - Fast, extensible progress bar for loops and CLI.
  • rich (⭐57k) - Python library for rich text and beautiful formatting in the terminal. Also provides a great RichHandler log handler.
  • colorama (⭐3.8k) - Cross-platform colored terminal text.
  • alive-progress (⭐6.3k) - A new kind of Progress Bar, with real-time throughput, eta and very cool animations.

• TUI Frameworks
  • textual (⭐37k) - A framework for building interactive user interfaces that run in the terminal and the browser.
  • urwid (⭐3k) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
  • asciimatics (⭐4.3k) - A package to create full-screen text UIs (from interactive forms to ASCII animations).

Projects / CLI Tools

• Database CLIs
  • pgcli (⭐13k) - PostgreSQL CLI with autocompletion and syntax highlighting.
  • mycli (⭐12k) - MySQL CLI with autocompletion and syntax highlighting.
  • litecli (⭐3.3k) - SQLite CLI with autocompletion and syntax highlighting.
  • iredis (⭐2.7k) - Redis CLI with autocompletion and syntax highlighting.

• Downloaders
  • yt-dlp (⭐184k) - A command-line program to download videos from YouTube and other video sites, a fork of youtube-dl.

• Shells
  • xonsh (⭐9.6k) - A Python-powered shell. Full-featured and cross-platform.

• Terminal Workflow
  • tmuxp (⭐4.6k) - A tmux (⭐49k) session manager.

Projects / GUI Development

• Desktop
  • pygobject (⭐159) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
  • wxPython (⭐2.6k) - A blending of the wxWidgets C++ class library with the Python.
  • kivy (⭐19k) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
  • dearpygui (⭐16k) - A Simple GPU accelerated Python GUI framework
  • toga (⭐5.4k) - A Python native, OS native GUI toolkit.

• Qt
  • PySide6 (⭐130) - Qt for Python offers the official Python bindings for Qt, same as PyQt6 but it's the official binding with different licensing.
  • PyQt6 - Python bindings for the Qt cross-platform application and UI framework.

• Tkinter
  • tkinter - (Python standard library) The standard Python interface to the Tcl/Tk GUI toolkit.
  • customtkinter (⭐14k) - A modern and customizable python UI-library based on Tkinter.
  • tkdesigner (⭐10k) - Generates Tkinter interfaces from Figma designs using the Figma API.

• Web-based
  • pywebview (⭐6k) - A lightweight cross-platform native wrapper around a webview component.
  • nicegui (⭐16k) - An easy-to-use, Python-based UI framework, which shows up in your web browser.
  • flet (⭐17k) - Cross-platform GUI framework for building modern apps in pure Python.

Projects / Text Processing

• Encoding and Unicode
  • charset-normalizer (⭐787) - Universal character encoding detector, the default of the requests ecosystem.
  • chardet (⭐2.7k) - Python character encoding detector.
  • ftfy (⭐4.1k) - Makes Unicode text less broken and more consistent automagically.

• Fuzzy Matching
  • rapidfuzz (⭐4.1k) - Rapid fuzzy string matching using various string metrics, with a C++ core.

• General
  • difflib - (Python standard library) Helpers for computing deltas.
  • pyfiglet (⭐1.6k) - An implementation of figlet written in Python.

• Parser
  • pygments (⭐2.2k) - A generic syntax highlighter.
  • pyparsing (⭐2.5k) - A general purpose framework for generating parsers.
  • sqlparse (⭐4k) - A non-validating SQL parser.
  • phonenumbers (⭐3.8k) - Parsing, formatting, storing and validating international phone numbers.
  • parsy (⭐451) - Easy, generic parser combinator library for creating parsers.

• Transliteration and Slugs
  • python-slugify (⭐1.6k) - A Python slugify library that translates unicode to ASCII.
  • unidecode (⭐611) - ASCII transliterations of Unicode text.

• Unique identifiers
  • shortuuid (⭐2.2k) - A generator library for concise, unambiguous and URL-safe UUIDs.
  • sqids (⭐516) - A library for generating short unique IDs from numbers.

Projects / HTML Manipulation

• beautifulsoup4 - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.

Projects / File Format Processing

• General
  • pyelftools (⭐2.3k) - Parsing and analyzing ELF files and DWARF debugging information.
  • tablib (⭐4.8k) - A module for Tabular Datasets in XLS, CSV, JSON, YAML.

• File Conversion
  • markitdown (⭐174k) - Python tool for converting files and office documents to Markdown.
  • docling (⭐65k) - Library for converting documents into structured data.

• Excel
  • openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
  • xlsxwriter (⭐4k) - A Python module for creating Excel .xlsx files.

• Word
  • python-docx (⭐5.7k) - Reads, queries and modifies Microsoft Word 2007/2008 docx files.

• PowerPoint
  • python-pptx (⭐3.5k) - Python library for creating and updating PowerPoint (.pptx) files.

• PDF
  • pypdf (⭐10k) - A library capable of splitting, merging, cropping, and transforming PDF pages.
  • reportlab - Allowing Rapid creation of rich PDF documents.
  • pdfminer.six (⭐7k) - Pdfminer.six is a community maintained fork of the original PDFMiner.

• HTML-to-PDF
  • weasyprint (⭐9.5k) - A visual rendering engine for HTML and CSS that can export to PDF.

• Data Formats
  • tomllib - (Python standard library) Parse TOML files.
  • pyyaml (⭐2.9k) - YAML implementations for Python.

Projects / Image Processing

• Barcodes and QR Codes
  • qrcode (⭐4.9k) - A pure Python QR Code generator.
  • python-barcode (⭐656) - Create barcodes in Python with no extra dependencies.

Projects / Audio & Video Processing

• Audio
  • pydub (⭐9.8k) - Manipulate audio with a simple and easy high level interface.
  • librosa (⭐8.6k) - Python library for audio and music analysis.

• Metadata
  • mutagen (⭐1.9k) - A Python module to handle audio metadata.
  • tinytag (⭐832) - A library for reading music meta data of MP3, OGG, FLAC and Wave files.
  • beets (⭐16k) - A music library manager and MusicBrainz tagger.

Projects / Implementations

• Cython (⭐11k) - Optimizing Static Compiler for Python.

Projects / Built-in Classes Enhancement

• python-box (⭐2.8k) - Python dictionaries with advanced dot notation access.

Projects / Date and Time

• python-dateutil (⭐2.6k) - Extensions to the standard Python datetime module.

• whenever (⭐2.4k) - A modern datetime library, type-safe and DST-safe, backed by Rust.

Projects / Package Management

• Build Backends
  • setuptools (⭐2.9k) - The historical and still most widely used pyproject build backend.
  • hatchling (⭐7.2k) - Modern, extensible build backend from the hatch project.
  • uv-build (⭐88k) - uv's fast, minimal build backend for pure-Python projects.

Projects / Configuration Files

• pydantic-settings (⭐1.4k) - Settings management using Pydantic models with validation, loading from environment variables and secrets files.

• hydra-core (⭐11k) - Hydra is a framework for elegantly configuring complex applications.

Projects / Penetration Testing

• sherlock-project (⭐88k) - Hunt down social media accounts by username across social networks.

• social-engineer-toolkit (⭐15k) - A toolkit for social engineering.

Projects / Supply Chain Security

• pip-audit (⭐1.3k) - Audits Python environments and dependency trees for known vulnerabilities, using the PyPI Advisory Database and OSV.

• uv audit - uv's built-in dependency vulnerability and malware scanning backed by OSV.

3. Awesome Mac

Reading and Writing Tools / Others

• OffPDF - Open-source offline PDF toolbox for Apple silicon Macs that merges, splits, converts, compresses, and OCRs files locally.

4. Awesome Selfhosted

Software / Content Management Systems (CMS)

• Pushword - Content management system built on Symfony, where pages are Markdown and themes are Twig, with optional Git-based flat-file storage. (Source Code (⭐24), Clients) MIT PHP

Software / Database Management

• OrcaQ - Modern database client and IDE for managing, querying, and exploring multiple database types with built-in AI assistant. (Source Code (⭐219)) MIT Nodejs/deb/Docker

Software / Health and Fitness

• OpenELIS Global - Laboratory information system (LIS/LIMS) for clinical, public health, environmental and vector surveillance labs. FHIR-native, with analyzer integration (ASTM/HL7), quality control and national-scale reporting. (Demo, Source Code (⭐242)) MPL-2.0 Java/Docker

Software / Search Engines

• Amgix - Open-source hybrid search engine built for flexible deployment and real-world messy data. (Demo, Source Code (⭐7), Clients) AGPL-3.0 Docker/K8S

5. Awesome Sysadmin

Software / Continuous Integration & Continuous Deployment

• Stategraph - GitOps-first automation platform for Terraform and OpenTofu workflows with support for self-hosted runners. (Source Code (⭐1.3k)) MPL-2.0 OCaml/Docker

Software / Monitoring & Status Pages

• htop - Interactive process viewer and system monitor for Unix systems. (Source Code (⭐8.2k)) GPL-2.0 C

6. Awesome V

Editor plugins / Zed

• zed-v (⭐38) - Support for V syntax highlighting in Zed.

7. Awesome Go

Standard CLI

• go-arch (⭐2) - CLI tool for scaffolding Go applications with Minimalist, Standard, and Hexagonal architecture patterns.

Networking

• chicha-ip-proxy (⭐5) - Zero-configuration TCP/UDP port proxy with autostart, IP-based access control, and OS-level network stack tuning.

• netchan (⭐5) - Network Channels (netchan) for Golang: Secure, cluster-ready, supports nested channels & any data type. Inspired by Rob Pike.

Other Software / Libraries for creating HTTP middlewares

• chicha-isotope-map (⭐15) - Self-hosted public radiation map for importing, analyzing, and visualizing measurement tracks.

8. Free for Dev

APIs, Data, and ML

• Pexafy - Semantic image search API across 9 free photo sources (Unsplash, Pexels, Pixabay, Kaboompics & more), 9M+ photos under one JSON schema instead of one integration per source. Plain-language queries, reverse image search, filters on color, orientation and license. CORS is open on read endpoints, so it runs from the browser. The free plan includes 5,000 API requests/month and 1 key, no app review.

Storage and Media Processing

• hyperserve.io - Video backend API for developers: accept any format your users upload, transcode to MP4, and deliver globally via CDN. The free tier includes 50 videos, 1 GB per file, and 250 GB bandwidth per month.

9. Awesome Gemini Cli

Agent Orchestration & CLI Tools

• SandBase CLI (⭐3) - Open-source CLI and MCP bridge that configures Gemini CLI and other AI coding agents to access 2,000+ AI models through one account.

MCP Servers

• LWC (⭐34) - Local-first, source-grounded project memory for Gemini CLI and other coding agents. Provides bounded recall, citations, atomic changesets, an installable Agent Skill, and a read-only stdio MCP server (lwc serve --mcp). Apache-2.0.

• Next: Aug 15, 2026