#python #api #ddgs #dht #mcp #mcp_server #metasearch #p2p #python #search #websearch

DDGS is a Python library (version 3.10+) for metasearch that pulls text, images, videos, news, and books from engines like Bing, DuckDuckGo, and Google. Install with `pip install ddgs`, use `DDGS().text("query")` for fast results, or run API/CLI servers for web access; optional DHT (Linux/macOS) shares anonymous caches to cut latency 90% and dodge rate limits. It benefits you by delivering quick, diverse, aggregated search data without single-engine restrictions or slow repeats—ideal for apps, scripts, or tools needing reliable info fast.

https://github.com/deedy5/ddgs

#typescript

Roo Code is a free, open-source VS Code extension that acts as your AI-powered dev team. It generates code from natural language, refactors, debugs, answers codebase questions, and automates tasks using modes like Code, Architect, Ask, and Debug. A community team now maintains it after 3 million installs, adding GPT-5.5, Claude Opus 4.7 support, and easy checkpoint navigation. This boosts your coding speed, cuts errors, saves time on repetitive work, and keeps you in flow without switching tools—helping you build faster and smarter.

https://github.com/RooCodeInc/Roo-Code

#python

Universal Commerce Protocol (UCP) is an open standard that lets AI agents, apps, businesses, payment providers, and others communicate seamlessly for secure checkouts, order updates, and personalized shopping without custom integrations. Key features include dynamic capability discovery, composable modules like Checkout and Identity Linking, transport flexibility, and strong security. You benefit by easily building agentic commerce, automating discoveries and transactions to boost efficiency, cut integration costs, and deliver better customer experiences across platforms.

https://github.com/Universal-Commerce-Protocol/ucp

#python #awesome #awesome_lists #awesome_resources #codex #codex_cli #codex_skills #coding_agent_skills #coding_agents #gpt_5_1_codex #gpt_5_codex #llm #skills

Awesome Codex Skills offers a curated list of practical skills to automate workflows in Codex CLI and API, like code reviews, meeting summaries, GitHub PR fixes, Notion organization, email drafting, and data analysis across 1000+ apps via Composio. Install easily with a Python script or manually by copying folders to ~/.codex/skills, then restart Codex—it auto-triggers skills matching your task description. This saves you hours on repetitive dev, productivity, and comms tasks, letting Codex take real actions like posting to Slack or creating issues for faster, smarter work.

https://github.com/ComposioHQ/awesome-codex-skills

#go #api #claude_api #deepseek #deepseek_api #docker #freeapi #go #openai_api #proxy #proxy_server #react #vercel #vercel_deployment #zeabur

DS2API turns DeepSeek web chat into APIs compatible with OpenAI, Claude, and Gemini, using Go backend and React web UI for easy management. It supports multi-account rotation, concurrency queues, tool calling, and models like deepseek-chat/reasoner with aliases (e.g., gpt-5). Deploy simply via release binaries, Docker, Vercel, or source—edit config.json with your keys/accounts and run. You benefit by accessing DeepSeek affordably through familiar SDKs, saving costs and simplifying integration for apps or testing.

https://github.com/CJackHwang/ds2api

#shell

Agent Skills boost your coding with easy-to-add tools for planning (like turning chats into PRDs or GitHub issues), development (TDD for bugs, refactoring), and setup (pre-commit hooks, git safety). Use simple commands like `npx skills@latest add mattpocock/skills/to-prd` to install. They save time by automating smart planning, clean code, and note management in Obsidian vaults, helping you build faster without errors or hassle.

https://github.com/mattpocock/skills

#go #agents #claude_code #coding

Beads (bd) is a free CLI tool for macOS, Linux, Windows, and FreeBSD that gives AI coding agents persistent, structured memory via a version-controlled Dolt SQL database with graphs for tasks, dependencies, and hierarchies. Install once with `curl` script or brew, then `bd init` in any project—no repo cloning needed. Key commands like `bd ready`, `bd create`, and `bd update` track blockers, claim tasks, and auto-detect ready work in JSON for agents. It prevents conflicts with hash IDs, compacts old tasks, and supports stealth/git-free modes. You benefit by replacing messy plans with clear, long-term task tracking that keeps AI agents focused without losing context, boosting productivity on complex projects.

https://github.com/gastownhall/beads

#typescript #bitcoin #bitcoin_node #lightning_node #p2p #personal_server #privacy_enhancing_technologies #self_hosting

StartOS is a free, open-source Linux OS for your personal server. It easily sets up services like Bitcoin nodes, Lightning, Matrix chat, Nextcloud storage, and more from its Marketplace—running them safely in isolated containers with backups, updates, and monitoring. Buy a ready Start9 server or install on your hardware. This gives you full data control, no cloud reliance, better privacy, and ownership of your tech for secure self-hosting.

https://github.com/Start9Labs/start-os

#python #adb #android #android_mods #no_root #rootless #shizuku

Shizuku lets normal apps use powerful system features on non-rooted Android devices via ADB, with this curated list showcasing apps for automation (like Tasker), file management (MiXplorer), customization (DarQ), privacy, audio tweaks, and more across categories like AI agents and gaming. It helps you unlock advanced controls, boost productivity, enhance privacy, and customize your phone without rooting, saving time and extending device capabilities safely.

https://github.com/timschneeb/awesome-shizuku

#python #desktop_pet

DyberPet is a desktop pet development framework built on PySide6 that lets you create and customize animated companions for your computer screen. The framework provides developers with core tools to build desktop pets with features like customizable animations, interactive behaviors, productivity tools (Pomodoro timers, to-do lists), and AI chat capabilities using your own OpenAI API key. You benefit from a flexible, open-source platform that supports multiple pets, themes, and personalization options—whether you want a simple animated companion to brighten your workspace or a fully-featured pet that helps you stay focused and productive while working or studying.

https://github.com/ChaozhongLiu/DyberPet

#javascript #ace_step #ai #ai_music #local_first #music #music_generation #open_source #react #suno_alternative #typescript

ACE-Step UI is a free, open-source tool with a Spotify-like interface that runs ACE-Step 1.5 AI locally on your GPU to generate full songs up to 4+ minutes with vocals, lyrics, and custom styles—no subscriptions like Suno. Install easily with one-click Pinokio or scripts, edit audio, extract stems, and create videos. You save money, keep full privacy and ownership, get unlimited generations with pro controls, and make commercial music fast on 4GB+ VRAM.

https://github.com/fspecii/ace-step-ui

#c_lang #archiving #azure #backup #bzip2 #checksum #database #differential #gcs #gzip #incremental #lz4 #multi_process #parallel #pgbackrest #postgres #postgresql #restore #s3 #wal #zstd

pgBackRest, a trusted tool for reliable PostgreSQL backups with features like parallel processing, incremental backups, remote operation, encryption, and cloud support (S3, Azure, GCS), is no longer maintained—its creator stopped due to lack of sponsorship. This protects your databases from unpatched bugs or security risks in ongoing use, letting you switch to actively supported alternatives for safer, faster backups and peace of mind.

https://github.com/pgbackrest/pgbackrest

#rust #ai #claude #cli #coding_agent #llm #mcp #openai #rust #terminal #tui

jcode is a fast, low-RAM coding agent for Linux, macOS, and Windows that boosts your skills with multi-session workflows, smart memory recall, swarm collaboration, side panels for diagrams/files, and logins for models like Claude or OpenAI. Install easily via `curl -fsSL https://raw.githubusercontent.com/1jehuang/jcode/master/scripts/install.sh | bash`, then run `jcode`. It uses far less memory (27MB vs. 300MB+ for rivals) and starts in 14ms, letting you handle many agents smoothly without slowdowns or high costs—perfect for efficient, scalable coding.

https://github.com/1jehuang/jcode

#python #agent #ai #aigc #gemini #llm #quant #quantitative_trading #rag #stock

This AI-powered stock analysis system uses large models to automatically analyze your chosen A-shares, HK, or US stocks daily, delivering a decision dashboard with core conclusions, scores, buy/sell points, risk alerts, and checklists via WeChat, Telegram, email, or more. Deploy it free in 5 minutes via GitHub Actions—no server needed—or run locally/Docker. You save hours of manual research, get multi-dimensional insights (technicals, news, funds), backtesting, and interactive Agent queries for smarter, automated trading decisions.

https://github.com/ZhuLinsen/daily_stock_analysis

#rust #cli #deepseek #llm #rust #terminal #tui

DeepSeek TUI is a terminal-based coding agent that runs entirely in your command line, giving you direct access to AI-powered code assistance without needing separate software installations. It uses DeepSeek's advanced V4 model with massive 1-million-token memory, allowing it to understand and work with large codebases. The tool reads and edits your files, runs commands, searches the web, and manages version control—all through a fast keyboard interface. You benefit from real-time visibility into the AI's reasoning process, automatic cost tracking, and three interaction modes ranging from read-only planning to fully automated execution, making complex coding tasks faster and more transparent.

https://github.com/Hmbown/DeepSeek-TUI

#c_lang #c #game #roguelike

NetHack 5.0.0 is an updated dungeon exploration game that improves on previous versions with better code quality, easier cross-platform building, and new features like automatic annotations for key locations. The update uses modern C99 programming standards and replaces older compilation tools with faster Lua-based alternatives that work during gameplay. Players benefit from a more stable, efficient game that runs smoothly across different computers and operating systems, plus new gameplay enhancements that make exploration clearer and more enjoyable.

https://github.com/NetHack/NetHack

#python #academia #anthropic #arxiv #brave #deep_research #encryption #home_automation #homeserver #local #local_deep_research #local_llm #mistral #ollama #openai #pubmed #research #research_tool #retrieval_augmented_generation #searxng #self_hosted

Local Deep Research is a free, open-source AI tool you run locally for private, deep research on any topic. It auto-searches the web, academic papers (arXiv, PubMed), and your documents using LLMs like Ollama or GPT, then synthesizes cited reports in minutes. Install easily via Docker or pip, build an encrypted knowledge base from downloads, and get 95% accuracy. Benefits: total privacy (no tracking), zero cost for local models, customizable strategies, and compounding knowledge—saving hours on complex queries while owning your data.

https://github.com/LearningCircuit/local-deep-research

#powershell #easemate #jetbrains #visual_studio_code #vscode #vscode_theme

Islands Dark is a Visual Studio Code theme featuring a deep dark interface with floating glass-like panels, rounded corners, and smooth animations. It includes warm syntax highlighting for multiple programming languages and uses IBM Plex Mono for the editor and FiraCode Nerd Font for the terminal. The theme can be installed via one-liner scripts on macOS, Linux, or Windows, or manually through cloning and configuration. Benefits include a visually refined coding environment with customizable border radius, spacing, and colors through CSS variables, allowing developers to personalize their workspace while maintaining a modern, polished aesthetic that reduces eye strain during extended coding sessions.

https://github.com/bwya77/vscode-dark-islands

#shell #agent_skills #antigravity #antigravity_ide #claude_code #cursor #skills

Agent Skills gives AI coding agents structured workflows that follow how senior engineers build software. You get 20 skills organized across six development phases—Define, Plan, Build, Verify, Review, and Ship—each with step-by-step processes, quality gates, and verification requirements. Seven slash commands activate the right skills automatically based on what you're doing. This benefits you by ensuring AI agents consistently follow production-grade practices like writing specs before code, testing thoroughly, reviewing for quality, and deploying safely. Instead of taking shortcuts, your AI assistant now enforces the same discipline that makes reliable software, whether you're using Claude, Cursor, Gemini, or other coding tools.

https://github.com/addyosmani/agent-skills

#python

Claude for Financial Services gives you AI agents and tools built for investment banking, equity research, private equity, and wealth management. You can install these as plugins in Claude Cowork or deploy them through the Claude Managed Agents API—same system, your choice of where it runs. The agents handle workflows like pitch decks, market research, earnings analysis, valuation reviews, and deal tracking. You get pre-built skills for financial modeling (comps, DCF, LBO), Excel audits, and document creation, plus connections to data providers like FactSet and Bloomberg. Everything is customizable these agents draft work for human review only—they don't make investment decisions or execute transactions.

https://github.com/anthropics/financial-services