Awesome List Updates on Oct 31, 2026
20 awesome lists updated today.
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1. Awesome Osint
Username Check / GitHub
- Helix (⭐26) - Check a username on 8,000+ sites, re-verify every hit live against impossible usernames, and graph how the accounts connect.
2. Awesome Python
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 (⭐35k) - A pretrained foundation model from Google Research for time-series forecasting, with non-commercial default weights.
3. Awesome Graphql
Databases & Data Platforms / React
- TerminusDB (⭐3.5k) - Open-source knowledge graph database with git-like version control and a built-in GraphQL API.
4. Awesome Tensorflow Js
📖 Learn / 🤩 Powered by TensorFlow.js
- Enjoying The Show - Real-time audience emotion tracking for speakers. Each audience member's webcam runs face-api in the browser and only the dominant expression is sent to the speaker's live chart. [repo (⭐41)] [talk]
5. Awesome Datascience
Tools
- ai-evaluation (⭐128) - Open-source LLM and agent evaluation framework with 50+ metrics, LLM-as-Judge augmentation, and guardrail scanners (jailbreak, PII, prompt-injection). Useful for scoring RAG outputs, agent trajectories, and function-calling behavior in data-science workflows.
Research & Knowledge Retrieval
- BGPT MCP - MCP server that gives AI agents access to a database of scientific papers built from raw experimental data extracted from full-text studies. Returns 25+ structured fields per paper including methods, results, sample sizes, and quality scores.
Workflow
- sim - Sim Studio's interface is a lightweight, intuitive way to quickly build and deploy LLMs that connect with your favorite tools.
Tutorials
Free Courses
- Convex Optimization - Convex Optimization (basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems; optimality conditions, duality theory...)
- ML Observability Fundamentals - Learn how to monitor and root-cause production ML issues.
- Prompt Engineering for Vision Models - Learn to prompt cutting-edge computer vision models with natural language, coordinate points, bounding boxes, segmentation masks, and even other images in this free course from DeepLearning.AI.
- Data Science Course By IBM - Free resources and learn what data science is and how it’s used in different industries.
MOOC's
- Google Advanced Data Analytics Certificate – Professional courses in data analysis, statistics, and machine learning fundamentals.
Colleges
Comparison / Modern Data Mining Algorithms
General Machine Learning Packages / Deep Learning architectures
- me_fasttext (⭐1) - Memory-efficient FastText variant with exact trie n-gram IDs, structure-aware row sharing, and mmap serving for large-vocabulary NLP.
Deep Learning Packages / PyTorch Ecosystem
Deep Learning Packages / TensorFlow Ecosystem
Deep Learning Packages / Visualization Tools
Books / Visualization Tools
- Advances in Evolutionary Algorithms - Free Download
- Genetic Programming: New Approaches and Successful Applications - Free Download
- Evolutionary Algorithms - Free Download
- Genetic Algorithms and Evolutionary Computation - Free Download
Journals, Publications and Magazines / Book Deals (Affiliated)
- Maxim AI. Tool for AI Agent Simulation, Evaluation & Observability.
Newsletters / Book Deals (Affiliated)
- DiamantAI. Practical AI engineering and generative AI explained simply: RAG, agents, and LLM application patterns for builders.
Bloggers / Book Deals (Affiliated)
- Wes McKinney - Wes McKinney Archives.
- Harvard Data Science - Thoughts on Statistical Computing and Visualization
- Sebastian's Blog - Blog for NLP and transfer learning!
Podcasts / Book Deals (Affiliated)
YouTube Videos & Channels / Book Deals (Affiliated)
Data Science Competitions / Book Deals (Affiliated)
Datasets / Book Deals (Affiliated)
- ADS-B Exchange - Specific datasets for aircraft and Automatic Dependent Surveillance-Broadcast (ADS-B) sources.
- data.gov - The home of the U.S. Government's open data
- enigma.com - Navigate the world of public data - Quickly search and analyze billions of public records published by governments, companies and organizations.
- US Truck-Involved Fatal Crashes (FARS) 2018-2024 - Filtered subset of NHTSA Fatality Analysis Reporting System covering 33,898 fatal crashes involving medium and heavy commercial trucks across all 50 US states, 2018-2024. Includes interactive Vision Zero Report Card comparing 19 cities, reproducible Python pipeline on GitHub (⭐2), and HuggingFace mirror. Permanent DOI, CC BY 4.0.
- Open Data Philly Connecting people with data for Philadelphia
- UC Irvine Machine Learning Repository - contains data sets good for machine learning
- Movebank - Free platform archiving 6B+ animal movement records from GPS and satellite telemetry. Open REST API, useful for spatiotemporal modeling and trajectory ML.
Other Awesome Lists / Book Deals (Affiliated)
- Awesome Python Math Packages (⭐18) - A curated list of Python packages for mathematics, from linear algebra and optimization to statistics and topology.
6. Awesome Gemini Cli
Interfaces
- OpenCode Mobile (⭐17) - Independent, unofficial, open-source (MIT) Android app that runs Gemini CLI, with Claude Code, Codex, Qwen Code and other agents, on the phone itself in an Ubuntu environment it installs inside the app, or connects to an agent on your computer. Approve tool requests from a notification or widget, review diffs, preview the dev server. Made by its owner with substantial AI assistance.
Commands & Extensions
- Mobbin (⭐57) - Gemini CLI extension that gives Gemini 600,000+ real app screens, flows and website sections from Mobbin as UI references, plus skills to search them and redesign a screen from patterns real apps ship, in your own design system. Remote MCP
https://api.mobbin.com/mcpwith OAuth sign-in (Pro, Team or Enterprise plan). Install:gemini extensions install https://github.com/mobbin/skills, then/mcp auth mobbin.
7. Awesome Mac
Developer Tools / Virtualization
- MacHatter1/ContainerDesk (⭐5) — Native SwiftUI workspace for Apple's container runtime. ☆
16
8. Collective Ai Tools
Audio & Speech
- WalkAITalkie - Menu bar dictation for Apple Silicon Macs, with local speech recognition and text cleanup that work offline after model download.
#freemium
Chatbots
- Throughline - Hosted AI Self with distinct character, interests and shared history that users can inspect, correct, delete and export.
#freemium
Design
- LogoMovo - AI-assisted logo directions and SVG/PNG export, with sign-in and an active paid plan required (AI-assisted listing submitted on behalf of the project).
#paid#design
Developer Tools
- FindAIforWork - Human-reviewed AI tools directory organized by work scenario, with a free read-only remote MCP server.
#free#mcp
- ml0x - Open-source pipeline that wraps Claude Code in four stages (analyze, implement, test, review) with hard budget caps and quality gates that run before output is shown; MIT-licensed core, paid full system.
#freemium#opensource
- Oh My Android (⭐73) - Native macOS control panel for the Android Emulator and real phones, with a built-in MCP server (18 tools) so Claude Code, Codex and Cursor can see and drive the emulator.
#mcp#free#opensource
- UI Verify - Visual regression testing for coding agents: screenshots your Storybook, Playwright or Vitest tests on each pull request, an AI judge labels each change, and an MCP server lets Claude Code, Cursor or Codex review the diffs.
#freemium#testing
- WebExtract - Turns one web page into Markdown or structured JSON, as a REST API or a remote MCP server (
https://api.webextract.dev/mcp); the first 20 calls a day per IP are free, then pay per call in USDC over x402 or with prepaid credits.#freemium#api#mcp
Education
- speaking.app - AI speech practice for presentations, interviews, and impromptu speaking, with feedback on pacing, filler words, pauses, and structure.
#freemium#education
Fashion
- NailMoodLab - AI nail-design references and hand-photo try-on previews, with sign-in and monthly free-plan limits (AI-assisted listing submitted on behalf of the project).
#freemium#nail-design
Finance
- Fair Value Calculator - Estimates the fair value and quality of 40,000+ listed stocks worldwide from 26 valuation models, with an AI chat and a hosted MCP server (
https://www.fairvalue-calculator.com/mcp) for Claude, ChatGPT and Cursor; a free account is enough.#freemium#mcp
Gaming
- RespawnStack - Directory of AI tools for game developers.
#free
Image Classification
- isGenAI - Checks images, links and text for recorded evidence of AI use: C2PA Content Credentials, AI labels and saved generation prompts, quoting each source.
#free
Image Editing
- DishVivid - Restaurant-photo editing with free local manual controls and optional sign-in/allowance-based AI, with food details requiring human review (AI-assisted listing submitted on behalf of the project).
#photo-editing
Marketing
- MarketMirror (⭐4) - Tests ads, prices, emails and sales pitches on simulated buyers and returns a go / iterate / no-go report; runs locally from coding agents as an MCP server.
#free#opensource
Music
- Tera Studio - Learns your singing voice from about a minute of singing, then sings any song you upload back in your voice, in any language.
#freemium
Resume
- ResumePlot AI - Resume drafting and tailoring with optional AI suggestions and PDF/JSON export, with sign-in and free-plan limits (AI-assisted listing submitted on behalf of the project).
#freemium#resume
Social Media
- Cascads - Multi-brand growth cockpit that turns sourced public signals into on-brand posts and videos, then handles approval, scheduling, publishing and measurement in one workspace. First 3 drafts free, no card.
#paid
Summarizer
- SummarizAI - Chrome extension that adds an AI summary, chapters, chat, and Study flashcards to the YouTube watch page.
#freemium
Translation
- VoxSail - Localizes uploaded video and audio with translated subtitles, AI dubbing, and browser-based review; paid plans with one-time starter credits.
#paid#translation#dubbing
9. Awesome Cpp
Miscellaneous
- TA-Lib (⭐1.7k) - A C library of 200+ technical analysis functions for financial market data, with batch and streaming APIs. [BSD 3-clause] website
10. Awesome Rust
Applications / Video
- mlm-games/Miniter (⭐95) - Non-linear video editor (trim, join, masks, keyframes, export) for Linux, Android and web, with the backend crates being usable from crates.io
Libraries / Finance
- TA-Lib/ta-lib (⭐1.7k) [ta-lib] - Technical analysis library in pure Rust: 200+ functions, including candlestick patterns, with batch and streaming APIs
Libraries / GUI
- mlm-games/repose (⭐10) [repose-core] - Jetpack Compose-style declarative UI for desktop, Android and web (wgpu-rendered, no WebView)
11. Open Source Mac Os Apps
🛠️ Utilities (235) / ✏️ Text (19)
CC Switch (⭐150k) - Cross-platform desktop assistant for switching API providers in one click and managing MCP servers, skills and prompts for Claude Code, Codex, Gemini CLI, OpenCode and other AI coding agents.
Languages:
Rust 
TypeScriptWebsite: https://ccswitch.io
Screenshots
12. Awesome Amazon Seller
Other
- EcomPick - Directory of AI tools, MCP servers and agent skills for ecommerce sellers, including Amazon seller operations and advertising.
13. Awesome Iot
Software / Libraries and Tools
- LibreDB Studio (⭐1.3k) - Open source web database IDE that also reads industrial and IoT sources, read-only: MQTT 5.0 topic trees, Sparkplug B namespaces, OPC UA address spaces, Modbus TCP registers, MTConnect agents and SNMP devices.
14. Awesome Iam
Trust & Safety / Fraud
- United States v. Javice - Counting records is not verifying identities. A startup with 293,192 users claimed 4.265 million to its buyer, and had a data scientist generate a synthetic file of that size. The validation did not catch it: “Neither Frank nor JPMC asked Vendor-1 to verify the authenticity or accuracy of data in the Synthetic Data Set, but instead retained Vendor-1 to count the number of records and verify the percentage of the submitted data fields that were populated with data.”
15. ALL About RSS
✳ Information Aggregators / 酷Q Plugin
universally from / webpage/html
RSS2NEWSLETTER / Docsify
RSS2SPEECH / Docsify
- PressPlayed: reads the text each source makes available aloud as one continuous briefing, auto-advancing through the queue; playback continues while the screen is locked on supported phones
Toolbox / Webpage Monitor Services with capability of monitoring RSS Feed 1264
RSS Feed Finding/Detection / Webpage Monitor Services with capability of monitoring RSS Feed 1264
- Find a Feed @ Sponder: Paste any URL to discover its RSS and Atom feeds
- Find a Podcast Feed @ Sponder: Get the RSS feed of any podcast from its website or directory link
News / Webpage Monitor Services with capability of monitoring RSS Feed 1264
- Noozra: news feeds by category, drawn from 70+ publications, each item carrying the publisher's own description
Podcast Feed Customization / Crypto or Blockchain relevant
- Skip Podcast Reruns @ Sponder: Remove rerun episodes from a podcast feed
- Podcast From the Beginning @ Sponder: Replay a podcast's back catalog at your own pace
16. Awesome Zsh Plugins
Plugins / superconsole - Windows-only
- aws-login (⭐0) - Provides an
aws-logincommand that starts an AWS session that only the current terminal and its child processes can use.
- claude-sandbox (⭐4) - Points
CLAUDE_CONFIG_DIRat a throwaway directory, so everything Claude Code reads and writes (settings, plugins, skills, history, credentials) stays inside that sandbox. Leave it, delete it, and your real setup is exactly as you left it.
- curl-edit (⭐0) - Automatically open pasted cURL commands in an editor before executing them.
- sf-shortcuts (⭐1) - Short, predictable commands for the Salesforce CLI (
sf), with tab completion for Apex classes, components (aura/lightning) and orgs.
- SparkleBIOS (⭐3) - Draws a retro 1995 PC BIOS boot screen with real system facts and cached health checks when a new ZSH session starts.
- tab-start (⭐0) - adds starter entries to ZSH completion when you press
TABat a blank prompt. Uses fzf-tab (⭐5k) to render those entries and provides grouping, fuzzy search, and selection.
- tmux-inside (⭐0) - A drop-in replacement for the oh-my-zsh
tmuxplugin that makes the tmux aliases work from inside atmuxsession: instead of trying to nest a session (whichtmuxrefuses), they switch to the target session, creating it detached in the current directory if needed.
- utm (⭐0) - Adds a single
utmcommand on top ofutmctl, the command line tool that ships with UTM, with tab completion for subcommands, virtual machine names and snapshot names, and a --wait that utmctl does not have.
17. Awesome Rails
Open Source Rails Apps / Other external resources
- Aixle Flow (⭐31) - A Kanban board that runs AI coding agents (Claude Code, Codex, Gemini CLI and others) in isolated containers, one durable workflow per card (using Rails 8.1). - 🌍
18. Awesome Testing
Software / Test Data Management
- Random IMEI Generator - Browser tool that generates 15-digit IMEI numbers with a valid Luhn check digit, exportable as text, JSON or CSV.
19. Awesome Php
Table of Contents / Content Management Systems (CMS)
- Moodle (⭐7.6k) - An open-source learning platform.
20. Awesome Mac
Developer Tools / IDEs
- Wavefunction - Open-source desktop coding agent that runs parallel chats on local models, your own API keys, or a ChatGPT sign-in.
Audio and Video Tools / File Sharing
- Hertzwise - Menu bar app that switches the DAC's sample rate to match each Apple Music or Tidal track, so lossless plays bit-perfect, with a per-device AutoEq headphone EQ.
Utilities / Menu Bar Tools
- Swamp Converter (⭐3) - Menu bar file converter: drag a file, tap a key and drop it on a wheel to convert video, audio, images and PDFs.
- Tarn (⭐0) - A calm menu bar app for focused work rounds and slow breathing, with optional ambient sounds.
Utilities / Cleanup and Uninstall
- Burrow (⭐6) - Free, open-source native app for the Mole cleaner: clean caches, uninstall apps and the leftovers of deleted ones, map the disk and watch system health, all through Mole's safety checks.
Utilities / Window Management
- Flickbar - Open-source window manager driven by trackpad gestures on window title bars.
Remote Login Software / System Related Tools
- Glass - Low-latency remote desktop for Mac and Linux that you view from any browser, with nothing to install on the viewing device.
- Next: Oct 30, 2026