Awesome List Updates on Oct 05 - Oct 11, 2026

57 awesome lists updated this week.

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1. Awesome Hacker News

Web

• HN Top10 – Daily top 10 Hacker News stories translated and summarized in Korean

2. Awesome Claude Code

Creative Media / Obsidian

• blender-kiln (⭐26) by elithril - A Claude Code plugin that drives Blender over an MCP server to turn a text brief or a reference photo into an optimized, validated GLB: scripted modeling measured against the photo, textures from CC0 scans, a joint-by-joint review, Draco/WebP export.\       

Skills / Dynamic Workflows

• daily.dev (⭐20k) by daily.dev - Useful skills and plugins based on daily.dev platform which contains daily curated news from trusted sources. Your agent can pull from curated list of news and real developer insights from 1M+ community.\       

3. Awesome Embedded Rust

Books, blogs, and training materials / Paid and commercially available materials

• Simplified Embedded Rust: Standard Library Edition - This book provides a quick path to start learning embedded Rust with minimal setup. Book is based on ESP devices and the Wokwi Simulator. This edition uses the standard library development approach which is based on the ESP-IDF framework.

• Simplified Embedded Rust: Core Library Edition - This book provides a quick path to start learning embedded Rust with minimal setup. Book is based on ESP devices and the Wokwi Simulator. This edition uses the core library development approach for bare metal development.

HAL implementation crates / GigaDevice

• gd32e2-hal -
  • HAL for GD32E230 Cortex-M23 microcontrollers

4. Awesome Kde

Plasma desktop / Scripts

• Panel Dodge (⭐0) - Moves the panel to another monitor while a window is fullscreen on the panel's screen, and back when it's gone.

5. Awesome Computational Biology

Drug Response & Perturbation

• Chem-PerturBridge (⭐2) — Harmonized compendium and processing pipelines for small-molecule perturbation transcriptomics across heterogeneous assays and gene panels.

• GSE191127 Breast Cancer Pre/Post Chemotherapy — Bulk RNA-seq and genomics from matched pre- and post-neoadjuvant chemotherapy breast tumors with treatment outcomes.

• LINCS L1000 Phase 1 (⭐2) — Phase-1 L1000 benchmark view used by Bison with 692,787 profiles, 9,233 molecules, 70 contexts, and 978 landmark genes.

• LINCS L1000 Phase 2 (⭐2) — Phase-2 L1000 benchmark view used by Bison with 333,263 profiles, 1,760 molecules, 30 contexts, and 978 landmark genes.

• MIX-Seq — Multiplexed single-cell transcriptional profiling of chemical and genetic perturbation responses across pools of cancer cell lines.

• Novartis Perturbation Dataset (⭐2) — Large chemical perturbation transcriptomic screen used in Chem-PerturBridge; the Bison benchmark view contains 46,748 profiles and 3,770 molecules.

• OP3 (⭐2) — Chemical perturbation dataset used by Chem-PerturBridge and the Bison unseen-compound benchmark; the Bison benchmark view contains 1,813 profiles, 138 molecules, and 4 cellular contexts.

• PDX-Atlas — Portal integrating clinical, genomic, transcriptomic, and drug-response data from patient-derived xenograft models.

• sci-Plex — Single-cell chemical perturbation screen of ~650,000 transcriptomes across three cancer cell lines, 188 compounds, and four doses.

• Tahoe-100M — Giga-scale single-cell perturbation atlas with >100 million profiles from 50 cancer cell lines exposed to ~1,100 small molecules.

• VCPI-0001 (⭐2) — Bulk chemical perturbation dataset used in Chem-PerturBridge; the Bison benchmark view contains 27,517 profiles and 2,272 molecules in one cellular context.

• VCPI-0002 (⭐2) — Bulk chemical perturbation dataset used in Chem-PerturBridge; the Bison benchmark view contains 18,139 profiles and 1,488 molecules in one cellular context.

Genetic Perturbation & Perturb-seq

• Dixit et al. 2016 Perturb-seq — Pooled CRISPR knockout with single-cell RNA-seq across K562 and dendritic-cell screens, including stimulated conditions and combinatorial perturbations.

• Adamson et al. 2016 Perturb-seq — CRISPRi Perturb-seq in K562 cells for systematic dissection of the unfolded protein response.

• Datlinger et al. 2017 CROP-seq — Pooled CRISPR knockout screen with single-cell transcriptomic readout in Jurkat cells under T-cell receptor stimulation.

• Norman et al. 2019 CRISPRa Perturb-seq — Large-scale CRISPR activation Perturb-seq in K562 cells spanning single-gene and combinatorial perturbations.

• Gasperini et al. 2019 CRISPRi enhancer screen — High-MOI single-cell CRISPRi screen in K562 cells targeting thousands of candidate enhancers to map enhancer-gene regulation.

• Replogle et al. 2022 K562 Genome-wide Perturb-seq — Genome-scale CRISPRi Perturb-seq targeting nearly all expressed genes in K562 cells.

• Replogle et al. 2022 K562 Essential Perturb-seq — CRISPRi Perturb-seq focused on essential genes in K562 cells.

• Replogle et al. 2022 RPE1 Essential Perturb-seq — CRISPRi Perturb-seq focused on essential genes in RPE1 cells.

• Frangieh et al. 2021 Perturb-CITE-seq — Multimodal CRISPR knockout screen with RNA and surface-protein readouts in patient-derived melanoma models under immune-related conditions.

Drug Response Prediction

• PASO (⭐8) — Pathway-aware multi-omics drug response model combining pathway-difference features, multi-scale convolutions, Transformer encoding, and drug SMILES.

• DTLCDR — Target-based multimodal framework for preclinical cancer drug response prediction and transfer to clinical response, with explicit unseen-drug generalization.

• THERAPI (⭐1) — Cell-line-to-patient transfer framework that aligns tumor transcriptomes with cancer cell lines and integrates perturbation and gene-level representations for patient drug response prediction.

• EXPRESSO — Supervised treatment-response framework using pretreatment tumor transcriptomics, drug targets, and context-specific biomarkers across multiple cancer types and therapies.

• PerturbRx — Treatment-conditioned representation learning framework that transfers drug-induced latent transitions learned from single-cell perturbation data to patient-level cancer treatment-response prediction.

Drug Perturbation

• Bison — Cross-dataset model for globally unseen-compound response prediction using a shared gene representation, discrete diffusion models, and matched drug-contrast supervision.

• biolord (⭐102) — Deep generative model that disentangles known and unknown attributes for conditional generation of single-cell states.

• PerturbNet (⭐69) — Conditional generative model for predicting distributions of single-cell states under unseen chemical and genetic perturbations.

• CellFlow (⭐160) — Conditional flow-matching framework for modeling and predicting cellular phenotypes under chemical, genetic, and other perturbations.

• Prophet (⭐41) — Transformer model for predicting cellular phenotypes under unseen chemical or genetic perturbations across heterogeneous assays and contexts.

• PrePR-CT (⭐8) — Graph-based model using cell-type-specific co-expression networks as inductive priors for small-data chemical perturbation response prediction.

• XPert (⭐27) — Knowledge-informed dual-branch Transformer for drug-induced transcriptional perturbation prediction across dose, time, and cellular context.

• State (⭐707) — Transition model for predicting cellular perturbation responses across diverse contexts and sets of cells.

• TxPert (⭐52) — Knowledge-graph-informed latent-transfer model for transcriptomic perturbation prediction across unseen single perturbations, combinations, and cross-context settings.

• LPM (⭐54) — Large perturbation model that jointly learns heterogeneous perturbation experiments by disentangling perturbation, readout, and context representations.

Single-cell Foundation Models / Transcriptomics Foundation Models

• CellFM (⭐115) — 800M-parameter single-cell foundation model pretrained on transcriptomics from 100 million human cells for annotation, integration, gene-function, and perturbation tasks.

• scPRINT-2 (⭐39) — Next-generation single-cell foundation model pretrained on 350M+ cells across 22K+ datasets and 16 species for embeddings, denoising, annotation, gene-network inference, and cross-species transfer.

Single-cell Foundation Models / Pathology Foundation Models

• TITAN (⭐371) — Multimodal whole-slide pathology foundation model that combines image and language supervision for slide-level representation and zero-shot analysis.

• Virchow2 — 632M-parameter pathology vision transformer pretrained on 3.1M whole-slide images with mixed-magnification self-supervision.

• H-Optimus-0 — 1.1B-parameter histopathology foundation model trained with self-supervised learning on a large multi-center slide corpus.

• H-Optimus-1 — 1.1B-parameter pathology foundation model trained on billions of histology images from more than one million slides and 800K+ patients.

• UNI2-h — Billion-parameter histopathology vision foundation model for tile-level feature extraction and downstream computational pathology tasks.

• Phikon-v2 — Updated pathology foundation model for general-purpose histology feature extraction and transfer learning.

• GenBio-PathFM (⭐40) — 1.1B-parameter histopathology foundation model trained on public data using morphology-aware curation and dual-stage JEPA+DINO learning.

Compound Foundation Models / Compound Embedding

• Uni-Mol2 (⭐1.2k) — Scaled molecular pretraining model using atomic, graph, and 3D geometry features, with models up to 1.1B parameters pretrained on 800M conformations.

• ChemFM (⭐87) — 1B/3B-parameter chemical language model pretrained on 178M molecules for molecular representation, property prediction, generation, and synthesis tasks.

Protein Foundation Models / Pre-trained Embedding

• ESM Cambrian (ESM C) (⭐3k) — Protein representation foundation-model family designed as an efficient next-generation successor to ESM2, spanning 300M to multi-billion-parameter models.

Protein Foundation Models / Protein Structure Prediction and Design

• Boltz-2 (⭐4.2k) — Biomolecular foundation model jointly predicting complex structures and binding affinities for protein–ligand interaction modeling and virtual screening.

• Protenix (⭐2.1k) — Trainable biomolecular structure-prediction framework for proteins, nucleic acids, ligands, and complexes with open training and inference pipelines.

Other Omics Foundation Models / Protein Structure Prediction and Design

• MethylGPT (⭐67) — Transformer foundation model for DNA methylation pretrained on >150K human methylomes across thousands of datasets, with 3M/7M/15M parameter variants.

• CpGPT (⭐82) — DNA methylation foundation model pretrained on >150K samples for zero-shot imputation, array conversion, reference mapping, and downstream phenotype prediction.

• MutationProjector — Tumor-genome foundation model pretrained on somatic alterations from >30K tumors to learn representations for cancer subtype and treatment-response tasks.

• Casanovo Foundation (⭐1) — Tandem mass-spectrometry proteomics foundation model that reuses a pretrained Casanovo spectrum encoder for spectrum quality, chimericity, and post-translational-modification prediction.

RNA Foundation Models / Protein Structure Prediction and Design

• RNA-FM (⭐392) — General-purpose RNA foundation model pretrained on large-scale RNA sequences for structural and functional representation learning.

• RiNALMo (⭐177) — RNA language-model family pretrained on tens of millions of RNA sequences for secondary-structure and functional prediction tasks.

Genomics Foundation Models / Protein Structure Prediction and Design

• Evo 2 (⭐4.2k) — Genome foundation model trained on 9 trillion DNA base pairs across all domains of life with a 1M-token context window and single-nucleotide resolution.

• AlphaGenome (⭐2.2k) — Long-context DNA model predicting multimodal regulatory outputs including expression, splicing, chromatin features, and contact maps at near base-pair resolution.

• modernGENA (⭐232) — ModernBERT-style DNA foundation-model family pretrained on hundreds of vertebrate genome assemblies for efficient long-sequence regulatory modeling.

6. Awesome Flame

Plugins & Libraries

• flame_flutter3d (⭐30) - Draws a flutter3d 3D scene under a Flame game and keeps the two in sync: transforms, physics contacts, input and the camera. By dzolotov

7. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• zshrs-fasd (⭐0) - Native zshrs (⭐17) plugin for fasd (⭐5.9k).

Completions / superconsole - Windows-only

• agy (⭐0) - Tab completion for the Antigravity CLI.

• vercel (⭐0) - Tab completion for the Vercel CLI.

Themes / superconsole - Windows-only

• cad0p (⭐1) - One-line theme with a 24-hour clock, user@host, current directory and git status decorations. Based on the geoffgarside theme from Oh-My-ZSH.

8. Awesome Langchain

Tools / Agents

• RedAmon (⭐2.9k): Open-source AI penetration testing framework built on LangGraph. Its agent plans and runs security tests from a Kali sandbox, pauses for human approval at critical steps, and opens pull requests that fix what it finds

9. Awesome Vue

Projects Using Vue.js / Open Source

• vixl (⭐22) - Local-first desktop coding agent, an alternative to Cursor, Antigravity, and VS Code agents. Built with Vue, TypeScript, and Tauri. Progressive tool discovery keeps local model prefills smaller.

Projects Using Vue.js / Apps/Websites

• Obolus - Austrian salary and payroll calculators with a sourced tax glossary. Built with Nuxt and Vue 3.

Components & Libraries / UI Components

• @reelkit/vue (⭐42) - Virtualized full-screen Vue 3 slider: 3 slides in the DOM for 10,000+ items, with ready-made reel, stories and lightbox players.

Components & Libraries / UI Utilities

• tronche (⭐1) - Generate unique SVG avatars from any username and color palette. 6 visual styles, Vue/Nuxt/React components and REST API.

10. Awesome Ruby

Compression

• rubyzip (⭐1.4k) - A Ruby library for reading and writing zip files.

HTML/XML Parsing

• Loofah (⭐1k) - A general library for manipulating and transforming HTML/XML documents and fragments, built on top of Nokogiri, with built-in HTML sanitizers.

Optimizations

• Oj (⭐3.2k) - A fast JSON parser and Object marshaller.

PDF

• typst (⭐42) - Ruby binding to Typst, a markup-based typesetting system, to compile documents to PDF, SVG, PNG or HTML.

Spreadsheets and Documents

• fast_excel (⭐362) - Ultra fast Excel (xlsx) writer for Ruby, a wrapper for libxlsxwriter using FFI.

11. Awesome Raspberry Pi

Tools

• RelaySSH - Hosted reverse SSH relay for Pis behind CGNAT or LTE, connect with plain ssh, no port forwarding or client software.

• sbc.compare - Benchmarks, specs and prices for 20+ Raspberry Pi models, from the Zero to the Pi 5 in every RAM size, all tested in-house with the same methodology, with side-by-side comparisons.

12. Awesome Selfhosted

Software / Analytics

• Socioboard (⭐1.5k) ⚠ - Social media management, analytics, and reporting platform supporting nine social media networks out-of-the-box. GPL-3.0 Nodejs

Software / Communication - Custom Communication Systems

• OpenWA ⚠ - WhatsApp API gateway exposing messaging as REST endpoints, with a web dashboard, multi-account sessions, and webhook events (alternative to WhatsApp Business API providers). (Source Code (⭐15k), Clients (⭐58)) MIT Docker

13. Awesome Pixel Art

Tools / Editors

• Tessarium - Free with paid upgrade, works on Linux, macOS, Windows and in the browser. Tile-first level editor where editing a tile updates every placement.

14. Awesome Newsletters

Swift / Svelte

• The iOS Weekly Brief. A weekly, hand-curated filter of the best iOS and Swift links for experienced engineers, each with the author's own comment on why it matters.

Open Source / Svelte

• Nossletter. A free daily newsletter breaking down the best merged PRs in open source.

Artificial Intelligence / Machine Learning / Big Data / Svelte

• Siteefy Newsletter. AI and technology updates for people who build things.

Miscellaneous / Svelte

• Mr. Jay's Language Learning Tips. A free weekly newsletter with one practical language-learning tip for learners, teachers, and parents, written by an English teacher in Korea.

15. Alternative Internet

Hosting and media

• Serveronet is a P2P Network of Websites. You can deploy decentralized websites which behave like classic Internet Sites. It's Free and Open source. You can use it on your own PC as a client or deploy on a public hosting server. Serveronet is a Cryptographic Peer 2 Peer Network of Sites.

16. Awesome Developer First

Monitoring

• Phare - Uptime monitoring, incident management and status pages. REST API, first-party Terraform support, and plenty of integrations.

17. Awesome Testing

Software / Security Testing

• Darkmoon (⭐970) - Open-source (GPLv3) autonomous AI penetration-testing CLI with 50 specialist agents and 140+ offensive tools over MCP for DAST-style web and API security assessment.

Software / AI & LLM Testing

• OrcaPromptVault (⭐28) - Dated archive of the system prompts and tool-call schemas shipped AI agents send, so tests can be written against a product's real declared tool surface rather than a guess at it.

Software / Service Virtualization

• Twinbay - Hosted, stateful twins of third-party APIs such as Shopify, Slack, Zendesk and QuickBooks for integration and AI agent tests. Each test run gets a private URL, and directives force states like rate limits or failed payments.

Software / Test Data Management

• 8½ Minute Mail - Receive-only temporary inbox for manual email verification testing, with an 8-minute-30-second default lifetime and no account required.

• JsonFabrica - API-first service for realistic synthetic JSON test data from reusable templates: relational batches with referential integrity, seed-reproducible output, and an MCP server for AI agents.

• Código ao Ponto - Free browser-based test data generators and validators for Brazilian documents (CPF, CNPJ, RG, CNH) with valid check digits, plus test credit cards. No signup.

• LaunchStock Test Data Generator - Browser generator for six modelled businesses: retail, SaaS, healthcare, banking, logistics and HR. Values agree across tables, not just across keys. Order totals reconcile against their lines, a bank ledger balances forward, and a discharge never precedes its admission. Exports CSV, JSON or a PostgreSQL dump, no account. A paid pack adds your own schema and unlimited rows.

• StanzaAPI Test Data - Free CC0 synthetic test data for regulated B2B formats (IBAN, X12, ISO 20022, GS1, VAT, LEI, UDI, Peppol, Factur-X, CBAM, EPCIS), deterministic and check-digit-valid, as JSON and CSV.

Software / Performance & Load Testing

• JMeterHub - Interactive performance report visualizer for Apache JMeter logs with zero setup, AI conclusions, and shareable reports.

18. Awesome Integration

Projects / AI Gateway

• agentgateway (⭐5.1k) (⭐5k) - An open-source data plane for agentic AI connectivity, providing security, observability, and governance for agent-to-tool (MCP) and agent-to-agent (A2A) communication.

• Bifrost (⭐8.4k) (⭐8.5k) - A high-performance AI gateway written in Go that unifies more than 20 model providers behind a single OpenAI-compatible API, with failover, load balancing, semantic caching, and governance.

Projects / API Design

• OpenAPI Style Validator (⭐237) (⭐236) - Ensure that your OpenAPI specs meet your organization's standards with this flexible and customizable style validator.

• Zally (⭐947) (⭐946) - Ensure the quality of your OpenAPI specs with this linter tool that provides extensive analysis and feedback.

Projects / API Documentation

• RapiDoc (⭐1.9k) (⭐1.9k) - Produces highly customizable, interactive API documentation with responsive design and rich configuration options.

• Zudoku (⭐598) (⭐596) - A customizable framework built on OpenAPI, focused on delivering exceptional developer experiences through quality documentation.

Projects / API Gateway

• Traefik API Gateway (⭐65k) (⭐65k) - Combines Traefik Proxy, a fully declarative application proxy with enterprise-grade access control, distributed security, and premium integrations.

Projects / API Management

• Gravitee.io API Management (⭐458) (⭐456) - A lightweight, open-source platform offering flexible API governance, robust security, and straightforward configuration.

Projects / B2B Integration

• phase4 (⭐239) (⭐239) - Embeddable, lightweight Java library implementing the AS4 messaging protocol, including the Peppol and CEF/eDelivery profiles.

• Smooks (⭐421) (⭐421) - Extensible Java framework for processing and transforming structured data such as EDI, XML, CSV, and JSON.

Projects / Business Rules Engine

• OpenL Tablets (⭐207) (⭐207) - Flexible open-source decision management system that simplifies defining and executing business rules and decision tables.

Projects / Data Integration

• dlt (⭐5.9k) (⭐5.9k) - Open-source Python library for building data pipelines as code, with schema evolution and incremental loading out of the box.

• Estuary Flow (⭐981) (⭐979) - Versatile, scalable platform that provides both real-time and batch data integration for ETL and ELT pipelines.

• Pentaho Data Integration (⭐8.4k) (⭐8.4k) - Intuitive, visual ETL tool that simplifies data ingestion, blending, and cleansing across multiple sources without heavy coding.

• Sling (⭐911) (⭐910) - Fast ELT command-line tool and Go library for moving data between databases, files, and cloud storage across a wide set of connectors.

Projects / Data Mapping Solution

• Kaoto (⭐128) (⭐128) - Visual data mapper for Apache Camel with a drag-and-drop interface supporting XML, JSON, CSV, and XSLT transformations. Successor to AtlasMap.

Projects / Enterprise Service Bus

• WSO2 Integrator: MI (⭐265) (⭐264) - The configuration-driven integration runtime of the WSO2 Integrator platform, supporting enterprise integration patterns in centralised and containerised deployments.

Projects / Schema Registry

• Apicurio Registry (⭐940) (⭐939) - Open-source registry for API designs and schemas, supporting Avro, Protobuf, JSON Schema, OpenAPI, and AsyncAPI artifacts with configurable compatibility rules.

• Karapace (⭐637) (⭐637) - Open-source, drop-in replacement for Confluent Schema Registry and the Kafka REST API.

Projects / Self-Service Integration

• Huginn (⭐50k) (⭐50k) - Self-hosted system for building agents that monitor services and act on your behalf, like a hackable version of IFTTT.

• n8n (⭐206k) (⭐206k) - Open-source workflow automation tool with 400+ connectors, giving you full control over your data and integrations.

Projects / Workflow Engine

• Apache Airflow (⭐47k) (⭐47k) - Platform for programmatically creating, scheduling, and monitoring workflows, ideal for managing complex data pipelines.

• Argo Workflows (⭐17k) (⭐17k) - Container-native workflow engine designed for orchestrating parallel jobs in Kubernetes-based, cloud-native environments.

• Camunda (⭐4.3k) (⭐4.3k) - Process orchestration platform built on the horizontally scalable Zeebe engine, with full BPMN and DMN support.

• Inngest (⭐5.9k) (⭐5.9k) - Event-driven durable execution platform that runs reliable step functions inside your existing services.

• LittleHorse (⭐401) (⭐401) - High-throughput, low-latency microservice orchestration engine built on Kafka Streams, with SDKs in multiple languages.

• Windmill (⭐18k) (⭐18k) - Open-source developer platform that turns scripts in Python, TypeScript, Go, and more into workflows, internal UIs, and scheduled jobs.

Resources / API Specification

• Arazzo Specification (⭐475) (⭐473) - A standard, programming language-agnostic representation for describing sequences of API calls (workflows) and their dependencies.

Resources / Data Formats

• YAML (⭐505) (⭐505) - A human-friendly and easy-to-read data serialization format that is widely used for configuration files and data exchange. It supports rich data types and is compatible with most programming languages.

19. Awesome K6

Tools

• k6 Testkube executor

Extensions / Community

• xk6-sip (⭐8) - Load and call-flow testing of SIP/VoIP systems: scripted subscribers call each other through the PBX, with RTP media and voice quality checks.

20. Awesome Privacy

Analytics

• Rybbit - Open-source and privacy-friendly alternative to Google Analytics that is 10x more intuitive.

ChatGPT

• LocalAI (⭐49k) - Self-hosted, community-driven simple local OpenAI-compatible API written in go. Can be used as a drop-in replacement for OpenAI, running on CPU with consumer-grade hardware.

• ollama (⭐182k) - Get up and running with Llama 2 and other large language models locally.

Image Generation

• ComfyUI (⭐136k) - ComfyUI lets you execute advanced image generation pipelines using an advanced interface. Available on Windows, Linux, and macOS.

Bookmarking

• 42links - Open-source, self-hosted, minimalist bookmark storage service.

• Floccus - Sync your bookmarks privately across browsers and devices.

• Grimoire (⭐2.9k) - Modern, open source, self-hosted bookmark manager.

• Karakeep - (previously Hoarder) Open source "Bookmark Everything" app that uses AI for automatically tagging the content you throw at it.

• LinkAce (⭐3.3k) - Open source, self-hosted bookmark archive that monitors and organizes your saved links (GPL-3.0).

• LinkDing (⭐11k) - Open source, self-hosted bookmark manager built to be minimal, fast, and easy to run with Docker (MIT).

• Shiori (⭐12k) - Open source, self-hosted bookmark manager written in Go, usable as a CLI or web app (MIT).

• Wallabag - Open-source, optionally self-hosted, read it later server. Provides paid hosted service with privacy in mind.

• Linkwarden - Self-hosted bookmark manager that saves and archives full copies of the pages you collect (AGPL-3.0).

• Readeck - Single-binary self-hosted read-it-later app that saves and archives articles for offline reading (AGPL-3.0).

Commenting Engines

• Comentario - Tiny, Privacy-focused, Open-source web comment engine, which adds discussion functionality to plain, boring web pages.

• Disgus (⭐53) - Embeddable comments for your website, backed by Nostr. Like Disqus but Nostr.

• Isso (⭐5.3k) - A lightweight, self hosted, commenting server written in Python and JavaScript. It aims to be a drop-in replacement for Disqus.

• Remark42 - Self-hosted, lightweight, and simple (yet functional) comment engine, which doesn't spy on users.

• Giscus - Commenting system that stores discussions in GitHub Discussions, with no database, ads, or tracking. Open source, MIT licensed.

Screen recording

• Screenity - A powerful privacy-friendly screen recorder and annotation tool to make better videos for work, education, and more.

Databases

• Supabase - Open source Firebase alternative (Limited (⭐111k) self-hosting (⭐111k))

Domains & Hosting

• 1984 Hosting - Iceland-based hosting and domain registrar focused on civil rights, with Monero and anonymous signup.

Ebooks

• Amazon Kindle - Tracks reading activity, requires an Amazon account, and has a documented history of remote deletion.

• Google Play Books - Tied to a Google account, tracks reading data, and does not offer an offline-only mode.

• Kobo / Apple Books - Require accounts and sync reading data to company servers by default.

• Calibre - Open-source ebook manager for Linux, Windows, and macOS with format conversion, metadata editing, and a built-in reader (GPL-3.0).

• Kavita (⭐12k) - Cross-platform self-hosted digital library for ebooks and comics with a built-in web reader (GPL-3.0).

• Komga (⭐6.7k) - Self-hosted media server for comics, magazines, and ebooks with a responsive web interface and OPDS support (MIT).

Forms

• TypeBot - Open-source conversational forms.

Plugins for Minecraft

• FreedomChat (⭐234) - A great alternative to No-Chat-Reports, since it does not break any chat plugin by design.

Home Assistants

• OpenVoiceOS - Open source voice assistant and the maintained successor to Mycroft, running fully offline on your own hardware. Apache-2.0 licensed.

• Home Assistant - Open source home automation that puts local control and privacy first.

Decentralized

• Status - Status is a secure messaging app, crypto wallet, and Web3 browser built with state of the art technology.

• Nostr - Open protocol that is able to create a censorship-resistant global "social" network. It doesn't rely on any trusted central server, hence it is resilient; it is based on cryptographic keys and signatures, so it is tamperproof; it does not rely on P2P techniques, therefore it works. Note: Nostr is a protocol, so it is capable of offering much more than a Twitter alternative.

Third-Party owned

• ProtonMail - Secure Email. Based in Switzerland. Read this article over Climate activist arrest.

• mailbox.org - Paid email, calendar and office suite based in Germany, with built-in PGP encryption and no ads.

Audio

• Spotube (⭐50k) - A lightweight free Spotify crossplatform-client.

Notes and Tasks

• AppFlowy - Open Source Notion Alternative. You are in charge of your data and customizations.

• Standard Notes - A free, open-source, and completely encrypted notes app.

• Trilium Notes (⭐38k) - Build your personal knowledge base with Trilium Notes

Email verification required, accepting monero

• Onlinesim - Receive SMS online to virtual phone number. (Based in Russia)

Based on Linux

• Nura (formerly postmarketOS) - Touch optimised and pre-configured version of Alpine Linux.

PC / MacOS

• MS Windows - Owned by Microsoft it is known for collecting many user data and tricking users to own a Microsoft account. If you still want and happen to use Windows 10 or 11, you can use Win11Debloat (⭐58k), or this other tool to see and disable the tons of privacy-invasive settings of MS Windows.

GNU/Linux

• Fedora - Community Linux distribution sponsored by Red Hat, shipping recent open source software on a six-month cycle.

• Whonix is an operating system that runs inside virtual machines and forces every connection through Tor.

• Kicksecure is a hardened Debian-based distribution from the Whonix developers, secure by default.

• secureblue is a hardened image built on Fedora Atomic Desktops, with security-focused defaults and a hardened browser.

Password Managers

• AliasVault - An open source E2EE password & alias manager with a built-in email alias server

Pastebin and Secret Sharing

• crypt.fyi - Ephemeral zero-knowledge sensitive data sharing platform with web, cli, and chrome-extension clients

Third-party

• Ente - End-to-end encrypted storage for photos and videos. Open source, audited independently.

Routers

• Stock ISP routers and vendor firmware: closed source, slow or missing security updates, and often phone home to the vendor or ISP.

• OpenWrt - Open source Linux firmware that replaces the stock software on hundreds of consumer routers, with years of security updates.

• OPNsense - Open source firewall and routing platform based on FreeBSD, for dedicated hardware or a spare PC.

• IPFire - Hardened open source Linux firewall distribution with intrusion prevention and a web interface.

RSS Readers

• Feedly

• Inoreader

• Google News

YouTube

• ViewTube (⭐1.5k) - ViewTube is an alternative privacy-friendly YouTube frontend written in Vue.js

Teamworking Tools

• Stoat (formerly Revolt) - User-first chat platform built with modern web technologies.

Translation

• TranslateLocally (⭐632) – Free/open-source neural MT, runs offline on your computer

Uncategorized

• Visited (⭐98) - Locally collect browsing history over browsers.

Version Control

• Radicle - An open source, peer-to-peer code collaboration stack built on Git. Unlike centralized code hosting platforms, there is no single entity controlling the network. Repositories are replicated across peers in a decentralized manner, and users are in full control of their data and workflow.

VPNs / Alternative clients/modifications of Discord:

• nadanada (formerly LNVPN) - Pay-per-use WireGuard VPN with no account, paid by Lightning Network or other cryptocurrency.

Desktop / Alternative clients/modifications of Discord:

• Firefox - Open Source, independent browser. It needs some hardening and tweaking to achieve great privacy.
  • LibreWolf - Privacy-focused Firefox fork.

Anti-tracking / Alternative clients/modifications of Discord:

• LibRedirect (⭐4.1k) - A simple web extension that redirects Twitter, YouTube, Google Maps and many more requests to privacy friendly alternatives. Former Privacy Redirect is no longer maintained, LibRedirect is a maintained fork.

Whistleblowing / Alternative clients/modifications of Discord:

• GlobaLeaks - Self-hostable whistleblowing platform for organisations, newsrooms and activists, replacing hosted reporting portals. Open source (AGPL-3.0).

• SecureDrop - Self-hosted submission system that lets newsrooms receive documents from anonymous sources over Tor, replacing email and cloud uploads. Open source (AGPL-3.0).

21. Awesome for Beginners

C++

• MoveIt (⭐2.1k) (label: good first issue)
  Easy-to-use open source robotics manipulation platform for developing commercial applications, prototyping designs, and benchmarking algorithms.

JavaScript

• Posnic (⭐5) (label: good first issue)
  Offline-first open source POS and billing software for retail shops and restaurants, with online/offline workflows.

• altair (⭐5.4k) (label: good first issue)
  A beautiful feature-rich GraphQL Client for all platforms.

• Create React App (⭐103k) (label: good first issue)
  Create React apps with no build configuration.

• Decap CMS (⭐19k) (label: good first issue)
  Open source content management for your git workflow.

• HueHive (⭐69) (label: good first issue)
  An open source react native app iOS and android for color palette management

• Jest (⭐45k) (label: good first issue)
  A complete and easy to set up JavaScript testing solution.

• pixi.js (⭐48k) (label: 🤩 Good First PR)
  A 2D JavaScript Renderer

• PouchDB (⭐18k) (label: help-wanted)
  PouchDB is a pocket-sized database.

• React (⭐251k) (label: good first issue)
  A declarative, efficient, and flexible JavaScript library for building user interfaces.

• React Native (⭐127k) (label: Good-first-issue)
  A framework for building native apps with React.

• stryker (⭐3.2k) (label: 👶 Good first issue)
  The JavaScript mutation testing framework

• WarpDrive (⭐3.2k) (label: Good-for-New-Contributors)
  A data persistence library for Ember.js.

Go

• Dragonfly (⭐3.3k) (label: good first issue)
  Provide efficient, stable and secure file distribution and image acceleration based on p2p technology

• Helm (⭐30k) (label: good first issue)
  The Kubernetes Package Manager

• Incus (⭐6.2k) (label: easy)
  System container and virtual machine manager.

• Meshery (⭐12k) (label: good first issue)
  Meshery, the service mesh management plane.

Java

• Checkstyle (⭐9.6k) (label: good first issue)
  A development tool to help programmers write Java code that adheres to a coding standard.

• Hiero SDK Java (⭐264) (label: Good First Issue)
  Java SDK for interacting with the Hiero network.

TypeScript

• DevShelf (⭐5) (label: good first issue)
  A crowdsourced, zero-paywall directory of developer tools, free APIs, and 1-click boilerplates with continuous uptime monitoring.

• OffPDF (⭐27) (label: good first issue)
  An open-source, offline-first desktop toolkit for editing, organizing, converting, compressing, securing, and OCRing PDF files locally.

• reatom (⭐1.4k) (label: good first issue)
  Reatom is declarative and reactive state manager, designed for both simple and complex applications.

• tinyhttp (⭐2.9k) (label: good first issue)
  A 0-legacy, tiny & fast web framework as a replacement of Express.

PHP

• Flarum (⭐6.8k) (label: Good-first-issue)
  Simple forum software for building great communities.

Python

• django cookiecutter (⭐14k) (label: hacktoberfest)
  An implementation of Python for backend web development.

• FastAPI (⭐103k) (label: good first issue)
  A modern, fast (high-performance) web framework for building APIs with Python 3.6+ based on standard Python type hints.

• mindshub (⭐40k) (label: good first issue)
  MindsDB is an open source AI layer for existing databases.

Rust

• Ockam (⭐4.6k) (label: good first issue)
  End-to-end encryption and mutual authentication for distributed applications.

• Rustfmt (⭐7k) (label: good first issue)
  A tool for formatting Rust code according to style guidelines.

• videocall-rs (⭐1.8k) (label: good first issue)
  Teleconference system with a web based user interface written in Rust

22. Awesome Broadcasting

Monitoring & Quality Control

• StreamPilot (⭐11) - Real-time supervision and geolocation of mobile video transmitters (Haivision SST/StreamHub). GPS tracking, link metrics, Slack notifications and session reporting.

23. Awesome Digital History

Archives and primary sources / Switzerland

• Books as Data - Full-text and metadata corpus of 1700–1900 prints from four Swiss libraries, with bulk export and IIIF images.

• Swissvotes - Database of Swiss federal popular votes since 1848, including results, contextual information, analyses, original documents, and downloadable data.

24. Awesome Lidar

Libraries

• lasrs-cpp (⭐0) - C++20 and C library for reading and writing LAS, LAZ and COPC with parallel LAZ decoding, built on the Rust crates las-rs and laz-rs.
  • GitHub repository (⭐0)

25. Awesome Iot

Software / Libraries and Tools

• mqttkit (⭐4) - Elysia-style application framework for MQTT in TypeScript / Bun. Compose broker adapters, ordered middleware, typed topic routes, MQTT 5 RPC, and AsyncAPI 3.0 docs on top of Aedes or any MQTT broker.

Newsletters / JavaScript on Things: Hardware for Web Developers (2018 - est.) by Lyza Danger Gardner [early access book]

• TinkerNews - A free weekly newsletter curating noteworthy DIY electronics builds across ESP32, Arduino, Raspberry Pi, and IoT. Each issue gives a concise introduction to practical projects and links back to the original tutorial, article, or repository so readers can explore the details and build from the source.

26. Awesome Lit

Tools / Building

• vite-plugin-lit - Vite plugin for Lit adding HMR support, shadow root CSS helpers and a DevTools panel.

27. Webcomponents the Right Way

Design Systems

• Carbon Web Components (⭐295) - Carbon Design System variant on top of Web Components.

28. Awesome Blazor

ToDos

• StudyLife (⭐1) - Self-hosted study organizer: calendar, exam/study planner, focus timer, notes and a progress dashboard, with a growing family of add-ons (native app, browser extensions, CLI, VS Code, Telegram, Discord, Home Assistant...) built on Blazor WebAssembly + ASP.NET Core. Demo.

2D/3D Rendering engines / Charts

• BlazorGraphs (⭐39) - This is a NuGet package to draw lightweight svg charts and gauges for Blazor without js. blazorgraphs.it.

Routing & Navigation / Others

• Linq2Dashboard (⭐2) - Interactive exploration of large in-memory collections: facets with counts, metrics and the matching rows, all updating together on every click. Core engine with no UI dependency plus Blazor components. Demo.

29. Awesome Tmux

Tools and session management

• muxly Native tmux client for iPhone and iPad, built around tmux control mode for native window tabs, pane navigation, smooth scrolling, and more

30. Awesome Bitcoin

Blockchain API and Web services

• Luganodes RPC - Bitcoin Core JSON-RPC endpoints on dedicated bare-metal infrastructure with a free tier.

31. Awesome Datascience

Tools

• YYLO Benchmark (⭐1) - Open-source trusted-host experiment runner for historical agent tasks, supplied coding prompts, and workflows. Runs independent attempts with retained outputs, and compares models, harnesses, and configurations with different checks or judges later. MIT licensed.

• YYLO (⭐60) - Open-source command-line orchestrator for coding agents and repeatable workflows, with typed task, validation, merge, and release-readiness boundaries and receipt-backed repository changes. MIT licensed, installable via npm.

Datasets / Book Deals (Affiliated)

• US Provider Industry Payments (⭐0) - 1.65M US healthcare providers joined by NPI to the drug and device company payments reported to them in CMS Open Payments (2019-2025): total, payment count, largest payer and payment type, with state and specialty rollups. Gzipped CSV, no login, CC0, Zenodo DOI 10.5281/zenodo.23098004.

• US Tariff Data (⭐0) - The US Harmonized Tariff Schedule (about 30,000 lines with rates), chapter 99 additional duties by country (Section 301, 232 and others) and EU import duties by HS subheading and origin, refreshed with each HTS revision. CSV and JSON, no login, CC0 (US data) and OGL v3 (EU data), Zenodo DOI 10.5281/zenodo.23093989.

Other Awesome Lists / Book Deals (Affiliated)

• Awesome Python Math Packages (⭐17) - A curated list of Python packages for mathematics, from linear algebra and optimization to statistics and topology.

32. Awesome Keycloak

Themes

• Tailcloakify - A Keycloak theme based on Keycloakify and Tailwind (⭐84)

33. Awesome Cl

Web development utilities / Testing HTTP requests

• the-great-rouclere (⭐1) - Programmable HTTP mocking library in Common Lisp. MIT.
  • "allows the programmer to set "if-then" expectations for incoming HTTP requests, letting the programmer specify responses in a declarative way".

Utils / Third-party APIs

• infix-math (⭐34) - An extensible infix syntax for math. MIT.
  • can also turn the REPL into a calculator.

34. Awesome Ansible

Tools

• Molecule - Framework for developing and testing Ansible roles.

35. Awesome Go

Artificial Intelligence

• claude-code-go (⭐49) - Go library for driving the Claude Code CLI non-interactive prompt surface from Go programs.

SQL Query Builders

• dba (⭐2) - SQL query builder for hand-written SQL, adding dynamic conditions, dialect-aware placeholders, and immutable chaining.

Game Development

• due (⭐964) - Distributed game server framework with a modular component design, providing tcp, kcp, ws and quic gateways.

Networking

• expose (⭐9) - Lightweight, open-source secure tunneling tool to expose local servers to the internet.

Security

• coraza-rule-validator (⭐0) - Standalone CLI tool to validate ModSecurity and Coraza SecLang WAF rules before production deployment.

Validation

• vx (⭐0) - Validation built from small, composable checks with zero dependencies and a reconstructable error path. ⬆ back to top

36. Awesome Readme

Examples

• JoyHak/MarkdownToBBCode (⭐5) - Concise documentation. Colorful syntax conversion demonstration. Side-by-side comparison.

• JoyHak/QuickSwitch (⭐149) - Project banner. Sequential structure. Spoilers to reduce visual cluttering. Helpful icons in headers. Clickable badges and hyperlinks. GIF demo.

37. Awesome Cli Apps

Entertainment / Music

• mpv-music (⭐25) - Daemonless music player.

Entertainment / Chat

• signal-cli (⭐4.9k) - Signal client.

• tlgr (⭐184) - Telegram client.

Productivity / Testing

• yapsnap (⭐298) - Transcribe video URLs, audio files or meetings on your machine.

Utilities / Calendars

• gravitype (⭐29) - Typing game where words fall from the sky.

Utilities / Network Utilities

• vortix (⭐651) - Featureful VPN UI (WireGuard and OpenVPN.)

Screensavers / Image Conversion

• cbirds (⭐68) - A flock of birds simulation.

38. Awesome Mac

File Management / File Utilities

• adileo/squirreldisk (⭐1.8k) — Free, open-source disk usage analyzer for macOS, Windows and Linux. See what fills your disk, servers (SSH) and cloud storage in an animated sunburst or treemap, and clean it up safely. A DaisyDisk, WizTree and WinDirStat alternative, in native Rust ☆1,874

39. Collective Ai Tools

Avatars

• Muse Me - Turns one authorized photo into an original anime-style social avatar without requiring an account. #free

Business

• Statsnet - Background check any company in the world: registration, executives, courts and finances.#freemium

Developer Tools

• Hyperconsciousness (⭐2) - Developer-alpha Rust knowledge store with encrypted, append-only records and an MCP server for agent access through scoped, expiring grants. #free #opensource

• molt - Coding agent that won't say done on a false claim — on-disk verification and receipts for accepts/refusals. #free #opensource

• ONE - Free API-first commons where externally run AI agents discover collaborators, exchange reusable work, and join public discussions with human-readable live logs. #free

• RAG Citation Coverage Auditor (⭐0) - Offline CLI that checks declared RAG answer citations against approved retrieval sources and explicit claim support in local exports. #free #opensource #rag

Image Generator

• GPT Image 2.5 Generator - Create images from prompts and edit reference images in a browser, with Flare for speed or Sunburst for finer detail. #paid #design

• PhotoGenerAI - Free AI photo generator and editor — create and edit photos in the browser, no sign-up required. #freemium

Real Estate

• CoworkingView MCP - Hosted MCP server and REST API that let AI assistants search and compare coworking spaces and private offices in Europe and the UAE, with operator-published prices. #free #mcp

Writing

• kdpbook.io - Turns a book described in a chat, or your own manuscript, into Amazon KDP-ready files: interior PDF, full-wrap cover PDF, Kindle EPUB and listing sheet. #freemium

40. Awesome Polars

Tools Built with Polars / Miscellaneous

• Ciaren (⭐15) - A local-first visual ETL and ML workflow builder that runs flows on pandas or Polars and exports readable Polars or lazy Polars code, by @ciaren-labs.

41. Awesome Crystal

Framework Components

• kemal-identity (⭐6) - Authentication and identity primitives with first-class Kemal integration

42. Awesome Rust

Applications / Finance

• makeev/alphai-tui (⭐54) [alphai-tui] - Terminal stock dashboard with keyless quotes and charts, news sentiment, SEC Form 4 insider trades and earnings reads.

Applications / Productivity

• socai-io/socai (⭐226) - A social research agent that reuses signed-in Chrome to search and read posts, comments, profiles, and supported media across Instagram, TikTok, LinkedIn, X, Xiaohongshu, and Douyin.

Development tools / Workflow Automation

• enroute-sh/enroute (⭐82) - Programmable git infrastructure on object storage

Development tools / Formatters

• rvben/rumdl (⭐1.5k) [rumdl] - A fast Markdown linter and formatter written in Rust

Development tools / Testing

• Code Coverage
  • minikin/cargo-crap (⭐409) [cargo-crap] - Finds complex, untested functions by combining cyclomatic complexity with LCOV coverage (the CRAP metric) and gates CI on the score
  • supercorp-ai/supercov (⭐63) [supercov] - Code quality and test coverage for coding agents: Jev scores each source file so the agent knows what to fix first
  • tarpaulin - A code coverage tool

Libraries / Authentication

• tenuo-ai/tenuo (⭐92) [tenuo] - Capability-based authorization for AI agents. Signed warrants scope tool calls and arguments, and only narrow when delegated

Libraries / Encoding

• Barcode
  • rxing-core/rxing (⭐324) [rxing] - A rust port of the zxing barcode library.

Libraries / Finance

• rust-dd/stochastic-rs (⭐188) [stochastic-rs] - Quantitative finance: 130+ stochastic processes, option pricing and calibration, volatility surfaces and copulas, SIMD/GPU accelerated with Python bindings.

Libraries / Parsing

• mohamadzoh/phonelib (⭐19) [phonelib] - A dependency-free Rust library for parsing, validating, formatting, and normalizing international phone numbers.

43. Awesome Python

Projects / AI and Agents

• Vendor Agent SDKs
  • claude-agent-sdk (⭐8.1k) - Anthropic's Python SDK for building AI agents on Claude Code's harness — custom tools, in-process MCP servers, hooks.
  • openai-agents (⭐30k) - OpenAI's framework for building and managing AI agents.
  • google-adk (⭐22k) - Google's code-first toolkit for building, evaluating, and deploying AI agents.

• Model Context Protocol
  • mcp (⭐24k) - The official Python SDK for building Model Context Protocol servers and clients.
  • fastmcp (⭐28k) - A high-level, Pythonic framework for building MCP servers and clients.

• Personal Assistants
  • hermes-agent (⭐251k) - An adaptive personal AI assistant that grows with you.
  • AstrBot (⭐41k) - A multi-platform AI assistant that connects LLMs to chat apps like Telegram, Slack, and QQ, extensible with Python plugins.

• LLM Gateways
  • litellm (⭐60k) - Call 100+ LLMs using OpenAI format.

• Speech
  • faster-whisper (⭐26k) - A Whisper reimplementation on CTranslate2, up to 4 times faster than openai-whisper with less memory.
  • openai-whisper (⭐110k) - A general-purpose automatic speech recognition model trained on 680k hours of multilingual and multitask supervised data.
  • gTTS (⭐2.6k) - Python library and CLI tool for converting text to speech using Google Translate TTS.
  • funasr (⭐20k) - Industrial-grade speech recognition toolkit with speaker diarization and emotion detection.

Projects / Machine Learning

• Time Series Forecasting
  • prophet (⭐20k) - A tool for producing forecasts for time series with multiple seasonality and trend changes.
  • statsforecast (⭐4.9k) - Fast statistical forecasting models such as ARIMA, ETS, and Theta, compiled with numba.
  • sktime (⭐10k) - A unified scikit-learn-style framework for forecasting and other time-series learning tasks.
  • timesfm (⭐33k) - A pretrained foundation model from Google Research for time-series forecasting, with non-commercial default weights.

Projects / Web APIs

• Flask
  • flask-restx (⭐2.2k) - Fully featured framework for fast, easy and documented API development with Flask.
  • flask-smorest (⭐717) - A Flask/Marshmallow-based REST API framework with automatic OpenAPI documentation.
  • apiflask (⭐1.1k) - A lightweight Python web API framework based on Flask, supporting marshmallow schemas and Pydantic models.

Projects / Web Asset Management

• whitenoise (⭐2.8k) - Radically simplified static file serving for WSGI applications, with compression and caching headers.

Projects / Admin Panels

• sqladmin (⭐2.8k) - An admin interface for SQLAlchemy models in FastAPI and Starlette.

Projects / Web Scraping

• Content Extraction
  • markdownify (⭐2.3k) - Convert HTML to Markdown, with customizable tag handling.
  • feedparser (⭐2.4k) - Universal feed parser.
  • trafilatura (⭐6.9k) - A tool for gathering text and metadata from the web, with built-in content filtering.

Projects / Email

• aiosmtplib (⭐432) - An asyncio SMTP client.

• django-anymail (⭐1.9k) - Django email backends and webhooks for transactional email services such as Amazon SES, Brevo, Mailgun, Postmark, and Resend.

Projects / Database

• Vector
  • lancedb (⭐12k) - A developer-friendly embedded retrieval database for multimodal AI.
  • chromadb (⭐29k) - An open-source embedding database for building AI applications with embeddings and semantic search.
  • zvec (⭐16k) - A lightweight, in-process vector database that embeds directly into applications.

Projects / Data Validation

• great-expectations (⭐12k) - A data quality framework for validating, documenting, and profiling data with declarative expectations.

Projects / Data Visualization

• Specialized
  • graphviz (⭐1.8k) - Simple Python interface for creating and rendering Graphviz graphs.
  • cartopy (⭐1.6k) - A cartographic python library with matplotlib support.
  • graphify (⭐120k) - Turn any folder of code, SQL schemas, docs, papers, images, or videos into a queryable knowledge graph.

Projects / Science

• Biology and Chemistry
  • rdkit (⭐3.6k) - Cheminformatics and Machine Learning Software.
  • biopython (⭐5.2k) - Biopython is a set of freely available tools for biological computation.

Projects / Algorithms and Design Patterns

• Design Patterns
  • python-patterns (⭐43k) - A collection of design patterns and idioms in Python.
  • python-statemachine (⭐1.3k) - Expressive statecharts and finite state machines with a declarative API, in sync and async codebases.

Projects / Interactive Interpreter

• notebook (⭐13k) - A web-based notebook environment for interactive computing.
  • awesome-jupyter (⭐4.7k)

Projects / Testing

• Mock
  • unittest.mock - (Python standard library) A mocking and patching library.
  • responses (⭐4.3k) - A utility library for mocking out the requests Python library.
  • vcrpy (⭐3k) - Record and replay HTTP interactions on your tests.
  • respx (⭐835) - Mock HTTPX with awesome request patterns and response side effects.
  • time-machine (⭐1k) - Travel through time in your tests by mocking the current time at the C level.

• Object Factories
  • factory-boy (⭐3.8k) - A test fixtures replacement for Python.
  • polyfactory (⭐1.5k) - A mock data generation library based on type hints (continuation of pydantic-factories).

Projects / Debugging Tools

• Tracing
  • viztracer (⭐7.8k) - A low-overhead tool that traces and visualizes Python code execution.

Projects / Build Tools

• poethepoet (⭐2.1k) - A task runner that defines tasks in pyproject.toml and works with poetry or uv.

Projects / Job Schedulers

• Workflow Orchestration
  • dagster (⭐16k) - An orchestration platform for the development, production, and observation of data assets.
  • 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.

Projects / Logging

• logfire (⭐4.5k) - The observability platform for Python, from the makers of Pydantic.

Projects / Network Virtualization

• netmiko (⭐4.3k) - Multi-vendor library to simplify CLI connections to network devices.

Projects / CLI Development

• Terminal Rendering
  • rich (⭐57k) - Python library for rich text and beautiful formatting in the terminal. Also provides a great RichHandler log handler.
  • tqdm (⭐31k) - Fast, extensible progress bar for loops and CLI.
  • 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.

Projects / GUI Development

• Desktop
  • PyGObject (⭐159) - Python Bindings for GLib/GObject/GIO/GTK.
  • dearpygui (⭐16k) - A simple GPU-accelerated Python GUI framework.
  • Kivy (⭐19k) - An open-source framework for cross-platform GUI apps on desktop, mobile, and embedded platforms.
  • wxPython (⭐2.6k) - A cross-platform GUI toolkit that wraps the wxWidgets C++ library.
  • toga (⭐5.4k) - A Python native, OS native GUI toolkit.

Projects / Audio & Video Processing

• Audio
  • soundfile (⭐864) - An audio library for reading and writing sound files, based on libsndfile, CFFI, and NumPy.
  • librosa (⭐8.6k) - Python library for audio and music analysis.
  • pydub (⭐9.8k) - Manipulate audio with a simple and easy high level interface.

• Video
  • av (⭐3.3k) - Pythonic bindings for FFmpeg's libraries.
  • moviepy (⭐15k) - A module for script-based movie editing with many formats, including animated GIFs.

Projects / Game Development

• Game Frameworks
  • pyglet (⭐2.2k) - A cross-platform windowing and multimedia library for Python.
  • pygame-ce (⭐1.7k) - An actively developed drop-in replacement with new features and performance improvements (pygame (⭐8.9k) fork).
  • pygame (⭐8.9k) - Pygame is a set of Python modules designed for writing games.
  • arcade (⭐2.1k) - An easy-to-use library for creating 2D arcade games.

Projects / Package Repositories

• pypiserver (⭐2.1k) - A minimal PyPI server for uploading and installing packages with pip.

Projects / Configuration Files

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

Projects / Penetration Testing

• impacket (⭐16k) - A collection of Python classes for working with network protocols, widely used for Windows and Active Directory testing.

• pwntools (⭐14k) - A CTF framework and exploit development library.

Projects / Web Security

• nh3 (⭐398) - Python binding to the ammonia HTML sanitizer, a fast replacement for bleach.

Projects / Hardware

• pyserial (⭐3.6k) - Python serial port access library for Windows, macOS, Linux, and BSD.

44. Awesome Deno

Modules / Mail

• dmarc-rua (⭐2) - Parse DMARC aggregate reports from XML, gzip, zip and report emails.

45. Awesome Graphql

Servers / React

• koa-graphql (⭐840) - GraphQL Koa Middleware.

• graphql-helix (⭐826) - A highly evolved GraphQL HTTP Server.

Databases & ORMs / React

• join-monster (⭐2.7k) - A GraphQL-to-SQL query execution layer for batch data fetching.

Custom Scalars / React

• graphql-scalars (⭐1.9k) - A library of custom GraphQL Scalars for creating precise type-safe GraphQL schemas.

• graphql-java-datetime (⭐153) - GraphQL ISO Date is a set of RFC 3339 compliant date/time scalar types to be used with graphql-java.

Schema Builders / React

• fast-graphql (⭐5) - GraphQL tools to structure and combine resolvers and merge schema definitions for Node.js, Next.js, and Apollo Server.

JavaScript Examples / React

• Next.js TypeScript and GraphQL Example (⭐142k) - Type-protected GraphQL example on Next.js running graphql-codegen under the hood.

TypeScript Examples / React

• Next.js Apollo TypeScript Starter (⭐274) - Next.js starter project focused on developer experience.

• GraphQL Starter (⭐113) - A boilerplate for TypeScript + Node Express + Apollo GraphQL APIs.

• Next.js Advanced GraphQL CRUD MongoDB Starter (⭐31) - Generic CRUD starter with an advanced Apollo GraphQL server, Next.js, MongoDB, and TypeScript.

PHP / React

• graphql-request-builder (⭐4) - Builds request payload in GraphQL structure.

Python / React

• python-graphql-client (⭐155) - Simple GraphQL client for Python 2.7+.

• Flask-GraphQL-Auth (⭐63) - An authentication library for Flask inspired from flask-jwt-extended.

Java / React

• spring-graphql-common (⭐134) - Spring Framework GraphQL Library.

Go / React

• Thunder (⭐121) - Scalable microservices framework powered by Go, gRPC-Gateway, Prisma, and Kubernetes that exposes REST, gRPC, and GraphQL.

.NET / React

• graphql-net (⭐882) - GraphQL to IQueryable for .NET.

ReasonML / React

• reason-urql (⭐240) - ReasonML binding for urql Client.

Dart / React

• graphql-flutter (⭐3.3k) - A GraphQL client for Flutter.

Rust / React

• graphql-client (⭐1.3k) - GraphQL client library for Rust with WebAssembly support.

Julia / React

• Diana.jl (⭐114) - A Julia GraphQL client/server implementation.

• GraphQLClient.jl (⭐46) - A Julia GraphQL client for seamless integration with a server.

Crystal / React

• graphql.cr (⭐2) - GraphQL shard.

Tools - Developer Extensions / React

• GraphQL Network Inspector - A simple and clean chrome dev-tools extension for GraphQL network inspection.

• js-graphql-intellij-plugin (⭐898) - GraphQL language support for IntelliJ IDEA and WebStorm, including Relay.QL tagged templates in JavaScript and TypeScript.

• graphql-autocomplete (⭐46) - Autocomplete and lint from a GraphQL endpoint in Atom.

Tools - Docs / React

• graphql-markdown - Flexible documentation for GraphQL powered with Docusaurus.

Tutorials / React

• Apollo Tutorials - Apollo's free interactive learning platform.

Podcasts / React

• GraphQL.FM - Podcast series on GraphQL development and best practices.

Blogs / React

• Building Apollo - Product updates and engineering articles from Apollo GraphQL.

Blogs - Security / React

• Escape - The GraphQL Security Blog - Learn about GraphQL security, performance, testing and building production-ready APIs with the latest tools and best practices of the GraphQL ecosystem.

Posts - General / React

• Introducing Relay and GraphQL - Original announcement introducing Relay and GraphQL.

• GraphQL Introduction - Early overview of GraphQL's design and query model.

• 4 Reasons you should try out GraphQL - Introduction to GraphQL and its benefits over REST APIs.

• Build a GraphQL API with Siler on top of Swoole - Tutorial for building a PHP GraphQL API with Siler and Swoole.

46. Free for Dev

Tools for Teams and Collaboration

• Sharry - Screen sharing via the browser, no downloads, no installs. Useful for pair programming, presentations or remote support. Free tier: no account, 5-minute sessions, 1 viewer.

• TeamSort - Free tool to vote on a shared list and rank items together. Create a ranked-choice poll in seconds - no signup.

Code Quality

• tomosu.ai - Scores a repository or pull request with a 0-100 Production Reliability Index, plus fix suggestions and a merge verdict. Free for one repository (public or private) through the VS Code/Cursor plugin, web scan, and GitHub App PR comments.

Crash and Exception Handling

• Vinktar - Error tracking and product analytics in one tool, set up and queried by your coding agent over MCP. Free for 1M events and 50k errors per month, no card required.

Generative AI

• Arize AX - AI observability and evaluation platform that helps teams understand, evaluate, and continuously improve AI agents and applications. Free plan includes unlimited users and evals, 25k spans and 1GB ingestion per month, 15-day retention, and Signal (10 issues per month). No credit card required. Self-hosting open-source option with Arize Phoenix.

• onomeo - Onomeo gives you one key for dozens of AI models. Plug it right into tools like Cline, SillyTavern, or Open WebUI using standard OpenAI format. 35 models are completely free (60 requests / 5 hrs per user, pooled at 450 / 5 hrs across all users). Daily check-in credits let you use big models like Claude and GPT, up to a daily limit. Extra credits start at $5/month. We’re in open beta, so expect occasional instability. It’s great for casual use, but not ready to be a daily driver. Feedback is always welcome.

Managed Data Services

• Neon - Managed Postgres, 0.5 GB of storage per project, 100 projects, 10 branches per project, 100 CU-hours of compute per project per month, autoscaling up to 2 CU, scales to zero after 5 minutes. Includes S3-compatible Object Storage with 5 GB per project that branches with the database. 5 GB of network transfer per project, shared across all products.

Screenshot APIs

• Ironfang Render - UK-based screenshot, PDF, image, QR code and clip rendering API with reusable templates and signed URLs. 250 free renders a month with no payment details needed to get started.

47. Awesome Game Remakes

Simulator

• OpenGG (⭐0) - Open-source engine for Gearhead Garage: The Virtual Mechanic (1999), the car repair game; requires the original game files.

Strategy

• Zero Hour Reforged (⭐66) - Command & Conquer: Generals - Zero Hour source port: 64-bit, Direct3D 11, VS2022/CMake, original bugs fixed and a skirmish AI that builds a base. Uses the data files from a retail copy.

48. Awesome Cyclejs

Learn / Videos

• Cycle.js Fundamentals - Playlist at egghead.io

49. Awesome Neovim

Plugin Manager

• okram78/vahti.nvim (⭐5) - Checks remote Git revisions for vim.pack-managed packages and reports available updates without installing them.

LSP

• batoaqaa/nvim-pio (⭐20) - Asynchronous, zero-hardcoding bridge between PlatformIO and the clangd LSP.

Utility / Cursorline

• ChrisGVE/docshelf.nvim (⭐3) - Offline API documentation from devdocs.io, Hackage, docs.rs, pkg.go.dev, Sphinx / DocC sites and Dash docsets, converted to text for reading and grepping in a buffer, with per-language filtering and automatic updates.

Debugging / CSV Files

• JarnDev/autodap.nvim (⭐24) - Thin layer over nvim-dap that reads the current project and wires up the debugger for you; no launch.json, no per-language boilerplate.

Scrolling / Scrollbar

• mihovilrak/scroll.nvim (⭐17) - Draggable scrollbars with support for diagnostics, Git changes and search matches and minimap.

Session / Indent

• wurli/servery.nvim (⭐63) - Jump between sessions using your favourite fuzzy finder.

Pre-made Configuration / Stats Tracking

• JimmyPla6z/FireVim - A lightweight, opinionated Neovim distribution with a single init.lua, built on Neovim 0.12+.

50. Awesome Streaming

Table of Contents / Libraries, SDKs, and Programming Models

• PySAD (⭐294) - Python library for anomaly detection on streaming data, with online detectors, stream simulators, and evaluators.

51. Awesome Iam

SAML / Other tools

• SAML: A Fractal of Bad Design - “SAML is being crushed under the weight of its own complexity.” The author lists five flaws that compound: “1. Built on XML; 2. Canonicalization; 3. Enveloped signatures; 4. 'Kitchen-sink' design; 5. Ossification.” So instead of one more mitigation, identity providers get a deprecation plan: stop onboarding SAML integrations, migrate customers to OIDC, set a sunset date.

52. Awesome Rails

Open Source Rails Apps / Other external resources

• RexOne (⭐6) - Sovereign full-stack application foundation spanning Rails 8 API, React 19, and Flutter mobile (using Rails 8.1). - 🌍

Gems / Other external resources

• transaction_guard (⭐2) - A gem to detect HTTP, email, and job side effects inside ActiveRecord transactions. 🔴

53. Awesome Qgis

Plugins / Remote Sensing

• AI Edit by TerraLab - Edit aerial and satellite imagery from a text prompt: land cover, building extraction, object removal, flood simulation. Georeferenced output.

54. Awesome Php

Table of Contents / Markup and CSS

• Carve (⭐6) - A PHP parser for Carve, a lightweight markup language derived from Markdown and Djot.

55. Awesome Mac

Reading and Writing Tools / Note-taking

• Amber Notes - Open-source notes app that ChatGPT, Claude and other AI assistants can search and edit over MCP, with each AI edit highlighted and undoable.

Developer Tools / Developer Utilities

• Runner (⭐172) - Open-source workspace where CLI coding agents such as Claude Code, Codex, Copilot CLI, and pi work one task together as a crew, each in its own real terminal.

Design and Product / Design Tools

• Screen Loupe - Open-source live magnifier that shows any part of the screen zoomed, pixel-true, in a separate window.

Audio and Video Tools / Audio Record and Process

• Digisensus Recorder - Call recorder and bot-free AI meeting note taker for Zoom, Meet, Teams, FaceTime, WhatsApp and phone calls.

Download Management Tools / Audio Record and Process

• TBD - Open-source YouTube video and audio downloader built on yt-dlp, which a phone on the same Wi-Fi can also drive.

Voice-to-Text / Audio Record and Process

• Google AI Edge Eloquent - Free on-device AI dictation and voice editing from Google that works in any app, currently English only.

Browsers / Audio Record and Process

• Yalqen - Open-source, Chromium-based developer browser with vertical tabs and a keyboard-first command bar.

Translation Tools / Audio Record and Process

• Translate Like Me (⭐11) - Open-source menu bar translator that replaces the selected text in any app, in your own writing style, via Claude, ChatGPT or Grok.

Utilities / Menu Bar Tools

• Belay - Keeps your Mac awake only while a local AI coding agent is working, and lets it sleep the moment the work stops.

• HeyMate - AI assistant in the MacBook notch that answers questions about your screen out loud and runs Claude Code, Codex, or OpenCode agents after you approve their plan, with media, file shelf, and calendar widgets.

Utilities / Cleanup and Uninstall

• DiskWise (⭐16) - Open-source SwiftUI disk cleaner whose only deletion path is the Trash, with per-session undo and a knowledge base that explains each cache entry.

• SquirrelDisk (⭐1.8k) - Open-source disk usage analyzer with sunburst and treemap views for disks and cloud storage.

Utilities / To-Do Lists

• Lotti - Private logbook for tasks, time tracking, journaling and habits, with end-to-end encrypted sync and optional AI agents.

Utilities / Productivity

• Brink - A notch on your screen edge that keeps your Notion pages and tasks one hover away.

• Karabiner-Elements - Remap keys and customize keyboard behavior on macOS.

Utilities / System Related Tools

• MacFanPro (⭐7) - Fan control for Apple Silicon Macs with a menu bar app, temperature-based profiles and a CLI.

56. Public Apis

APIs Covered Under APILayer Suite!

• Name: OpenSwissData (⭐0)

  Description: Swiss customs tariff (TARES), FINMA register and warnings, NOGA/NACE/ISIC code crosswalks

  Auth: No

  Transport: stdio, HTTP

  Install: Glama

• Name: corpusAI Cloud Pricing

  Description: Cloud, GPU and LLM token prices for agents, free discovery tools and paid per-call data

  Auth: No

  Transport: stdio, HTTP

  Install: npm · MCP Registry

• Name: Twinbay

  Description: Spin up stateful API twins, read request logs and grade agent runs

  Auth: OAuth

  Transport: HTTP

  Install: –

Art & Design

• API: The Color API

  Description: Convert and generate color schemes

  Auth: No

  HTTPS: Yes

  CORS: Yes

Currency Exchange

• API: Daleelak

  Description: Egyptian bank and dealer exchange rates, gold and silver prices

  Auth: No

  HTTPS: Yes

  CORS: Yes

Data Validation

• API: sthan.io Address Autocomplete

  Description: Real-time US address suggestions as users type

  Auth: apiKey

  HTTPS: Yes

  CORS: No

  :

Development

• API: AgentPay Domain Lookup

  Description: DNS records, WHOIS/RDAP, IP ownership and domain reports for AI agents, paid per call via x402

  Auth: No

  HTTPS: Yes

  CORS: Yes

• API: AnswerLine

  Description: Answers, citations and sources from AI assistants and Google surfaces through one API

  Auth: apiKey

  HTTPS: Yes

  CORS: Yes

• API: ChartBytes

  Description: Chart image API: turn a URL into a PNG or SVG chart (bar, line, area, scatter, pie, donut, stacked)

  Auth: No

  HTTPS: Yes

  CORS: Yes

• API: Ironfang Render

  Description: Screenshots, PDFs, dynamic images, QR codes and video from URLs or HTML

  Auth: apiKey

  HTTPS: Yes

  CORS: No

• API: ReplyNodes

  Description: Convert a public web page into clean Markdown

  Auth: No

  HTTPS: Yes

  CORS: No

• API: Screenshot Happy

  Description: Website screenshot API (PNG/JPEG/PDF) with full-page capture and visual-diff monitors

  Auth: apiKey

  HTTPS: Yes

  CORS: No

• API: Vornamencheck

  Description: Gender probability for a first name, optionally per country; documentation in German

  Auth: No

  HTTPS: Yes

  CORS: Yes

Dictionaries

• API: WordSoHard

  Description: Word definitions with Scrabble validity and tile score in one call, built for word games

  Auth: No

  HTTPS: Yes

  CORS: Yes

Documents & Productivity

• API: AgentPay Doc Tools

  Description: PDF to text, RSS/Atom/JSON feeds to JSON and sitemaps to URL lists, paid per call via x402

  Auth: No

  HTTPS: Yes

  CORS: Yes

• API: Sahifa

  Description: HTML/URL to PDF and screenshots with Arabic and right-to-left support; free tier

  Auth: apiKey

  HTTPS: Yes

  CORS: No

• API: Shortcut

  Description: Manage stories, epics, iterations and objectives in a Shortcut workspace

  Auth: apiKey

  HTTPS: Yes

  CORS: No

Events

• API: FindLocal

  Description: Hyper-local US events: concerts, trivia, open mics, readings, storytimes

  Auth: apiKey

  HTTPS: Yes

  CORS: Yes

Finance

• API: Alpaca

  Description: Realtime and historical market data on all US equities and ETFs

  Auth: apiKey

  HTTPS: Yes

  CORS: Yes

  :

• API: Arkleon

  Description: Point-in-time SEC EDGAR fundamentals over /v1

  Auth: apiKey

  HTTPS: Yes

  CORS: Unknown

• API: contix

  Description: Spain: IBAN validation with bank and BIC, EU VAT number check (VIES), Modelo 303 VAT sums

  Auth: No

  HTTPS: Yes

  CORS: Yes

• API: Segmara

  Description: IPO calendars, filing stages and estimated lockup dates

  Auth: User-Agent

  HTTPS: Yes

  CORS: Yes

  :

Food & Drink

• API: Noms

  Description: Nutrition data for 3.7M foods and 298K brands across 230 countries, with barcodes and images

  Auth: apiKey

  HTTPS: Yes

  CORS: Yes

Games & Comics

• API: TickerMint

  Description: Daily market prices and price history for Pokémon, One Piece, Lorcana and Yu-Gi-Oh cards

  Auth: No

  HTTPS: Yes

  CORS: No

Geocoding

• API: sthan.io India PIN Code Autocomplete

  Description: Autocomplete Indian PIN codes as users type

  Auth: apiKey

  HTTPS: Yes

  CORS: No

• API: sthan.io Reverse Geocoding

  Description: Convert latitude and longitude to the nearest US street address

  Auth: apiKey

  HTTPS: Yes

  CORS: No

Government

• API: Open Government, Portugal

  Description: Portugal Government Open Data

  Auth: No

  HTTPS: Yes

  CORS: Yes

Jobs

• API: Jobs2Careers

  Description: Job aggregator

  Auth: apiKey

  HTTPS: Yes

  CORS: Unknown

• API: Vibeworker

  Description: Upwork job listings with client data and AI fit scores, plus webhooks and RSS

  Auth: apiKey

  HTTPS: Yes

  CORS: No

Machine Learning

• API: AnswerLine

  Description: ChatGPT, Gemini, Copilot, AI Mode and Google Search/News results as structured JSON

  Auth: apiKey

  HTTPS: Yes

  CORS: Unknown

• API: TokenRoute

  Description: One OpenAI-compatible endpoint for hundreds of LLMs, with a free tier and per-token pricing

  Auth: apiKey

  HTTPS: Yes

  CORS: Yes

• API: Voxell Forge

  Description: OpenAI-compatible text embeddings API, free-forever model with no credit card required

  Auth: apiKey

  HTTPS: Yes

  CORS: No

Open Data

• API: CoworkingView

  Description: Coworking spaces and offices in 63 European and Gulf cities with operator-published prices

  Auth: No

  HTTPS: Yes

  CORS: No

• API: DevLifeCheck

  Description: Security-update end dates, recalls and evidence for 1,300+ phones, tablets, Chromebooks and routers

  Auth: No

  HTTPS: Yes

  CORS: No

• API: StatOrigin

  Description: Industry statistics, each traced to its primary source with a verbatim quote, CC BY 4.0

  Auth: No

  HTTPS: Yes

  CORS: Yes

Photography

• API: Lightdrift

  Description: Search 1.85M openly licensed images by text or image, with license and attribution per result

  Auth: apiKey

  HTTPS: Yes

  CORS: No

Science & Math

• API: Botlero

  Description: Sourced, quoted specs for humanoid robots

  Auth: No

  HTTPS: Yes

  CORS: Yes

Sports & Fitness

• API: Football Leagues

  Description: Standings, fixtures, live scores, lineups and player stats for 11 European football competitions

  Auth: apiKey

  HTTPS: Yes

  CORS: Yes

• API: MoviOdds

  Description: Real-time bet365 soccer odds, every market, pre-match and in-play, over REST and WebSocket

  Auth: No

  HTTPS: Yes

  CORS: Yes

Test Data

• API: loremfile

  Description: Hotlinkable CC0 sample files in 78 formats, each with a SHA-256 in a JSON manifest

  Auth: No

  HTTPS: Yes

  CORS: Yes

• API: Supercrontab Mock Endpoints

  Description: Mock endpoints in 8 formats, each returning any of 14 HTTP status codes

  Auth: No

  HTTPS: Yes

  CORS: Yes

Vehicle

• API: WhichTrim

  Description: US vehicle recalls, complaints, fuel economy, crash ratings, service bulletins and VIN decoding

  Auth: apiKey

  HTTPS: Yes

  CORS: Yes

57. Awesome Bioinformatics

Becoming a Bioinformatician / Tools

• Bioinformatics Algorithms - Textbook by Phillip Compeau and Pavel Pevzner with its first five chapters free to read online.

YouTube Channels and Playlists / Tools

• Bioinformatics Algorithms Lecture Videos - Free lecture videos accompanying the Bioinformatics Algorithms textbook by Phillip Compeau and Pavel Pevzner.

Miscellaneous / Tools

• Biological Modeling - Free online course on modeling biological systems, covering Turing patterns, transcription factor network motifs, bacterial chemotaxis, the coronavirus spike protein, and white blood cell image classification.

• Next: Sep 28 - Oct 04, 2026