#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

#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

#javascript #agent #ai #coding #course #deepseek #gemini #genai #gpt #llm #low_code #mcp #nextjs #no_code #openai #programming #tutorial #vibe_coding #vibecoding #vscode #workflow

# Easy-Vibe: Learn to Build Apps by Speaking

Easy-Vibe is a learning platform that teaches you to create real applications using AI by simply describing what you want. It offers beginner-friendly guides, step-by-step visual tutorials, and interactive coding simulations that make learning feel like having a private tutor. The platform covers everything from your first project to advanced full-stack development, with animated explanations of AI principles and game-like learning for complex topics like data retrieval systems. You benefit by gaining practical skills to turn ideas into working products quickly, whether you're a complete beginner, student, or developer wanting to master AI-assisted coding in the modern era.

https://github.com/datawhalechina/easy-vibe

#python #automation #claude #mcp #notebooklm #skill

This tool turns many kinds of content, like web pages, PDFs, podcasts, videos, and files, into formats like podcasts, PPTs, mind maps, quizzes, and reports with NotebookLM. It can also handle many sources automatically, including public pages, social posts, and some paywalled articles, and it supports Chinese and English well. The benefit to you is simple: you can save time, understand content faster, and reuse the same material in the format you need for study, work, or sharing.

https://github.com/joeseesun/qiaomu-anything-to-notebooklm

#typescript #ai_agent #ai_coding_agent #anthropic #bun #claude #cli #coding_assistant #llm #mcp #multi_provider #openai #rust #terminal #tui #typescript

omp is a coding agent with the IDE built in. It works on macOS, Linux, and Windows, and gives you many tools for reading, editing, searching, debugging, browser use, and subagents. It can use lots of AI providers and model choices, and it is made to work well right away with real coding tasks. The benefit for you is faster, more accurate coding help in one place, with less setup and fewer extra tools.

https://github.com/can1357/oh-my-pi

#python #agents #ai #ai_agents #ai_engineering #computer_vision #course #deep_learning #from_scratch #generative_ai #llm #machine_learning #mcp #nlp #python #reinforcement_learning #rust #swarm_intelligence #transformers #tutorial #typescript

This is a free MIT learning guide for AI engineering with 428 lessons in 20 phases. It teaches you AI from the math up, then moves into machine learning, deep learning, LLMs, agents, tools, safety, and production. Each lesson helps you build useful code or AI tools, not just read theory. You can start at the right level, follow a clear path, and keep reusable artifacts for real work. The benefit is simple: you learn how AI actually works and gain practical skills you can use to build and ship better AI systems.

https://github.com/rohitg00/ai-engineering-from-scratch

#python #ai_agents #claude_code #cloud_security #cybersecurity #devsecops #ethical_hacking #incident_response #infosec #llm #malware_analysis #mcp #mitre_attack #nist_csf #osint #penetration_testing #red_team #security #security_automation #threat_hunting #threat_intelligence

Anthropic Cybersecurity Skills is a free, open-source library with 754 ready-made security skills for AI agents across 26 domains. It helps an AI act more like a senior security analyst by giving clear workflows, checks, and verification steps. It also maps each skill to major security frameworks like MITRE ATT&CK, NIST CSF 2.0, ATLAS, D3FEND, and NIST AI RMF. The benefit is faster, smarter, and more reliable security work with less guesswork.

https://github.com/mukul975/Anthropic-Cybersecurity-Skills

#python #agent #ai #anthropic #claude_code #compression #context_engineering #context_window #cursor #fastapi #langchain #llm #mcp #openai #prompt_engineering #proxy #python #rag #token_optimization #tokens #typescript

Headroom is a local tool for AI agents that shrinks prompts, logs, files, and chat history before sending them to an LLM, often cutting tokens by 60–95% while keeping the same answer quality. It can work as a library, proxy, MCP server, or agent wrapper, so you can save tokens, speed up workflows, and still recover the original content when needed.

https://github.com/chopratejas/headroom

#python #ai_agent #algorithmic_trading #backtesting #fintech #llm #mcp #multi_agent #python #quantitative_finance #trading

Vibe-Trading is an open-source trading research tool that turns plain English questions into market analysis, backtests, reports, and trading exports. It helps you test ideas, study your own trades, and run agent teams, so you can make faster, better trading decisions without building everything from scratch.

https://github.com/HKUDS/Vibe-Trading

#python #agent_infrastructure #ai_agent #ai_search #automation #bilibili #claude_code #cli #cursor #free_api #llm_tools #mcp #python #reddit_scraper #twitter_scraper #web_scraper #xiaohongshu #youtube_transcript

Agent Reach helps your AI agent get internet access fast, so it can read webpages, YouTube, Reddit, Twitter/X, GitHub, RSS, and more with simple commands. It is free, open source, privacy-focused, and works with many agents that can run terminal commands. This saves you time because you do not need to set up each site by hand, and your agent can start finding, reading, and summarizing online content for you in minutes.

https://github.com/Panniantong/Agent-Reach

#python #ai #chromadb #llm #mcp #memory #python

MemPalace is a local AI memory tool that saves your chats as exact text, then finds useful parts with search, so nothing leaves your machine unless you choose it. It is free, open source, MIT-licensed, and works with Python 3.9+, ChromaDB, and local tools like Claude Code. The main benefit is safer, private, and more reliable memory for your projects, with no required API calls or cloud fees.

https://github.com/MemPalace/mempalace

#c_lang #aider #ast #claude_code #code_analysis #code_intelligence #codex #cursor #cypher #developer_tools #gemini_cli #graph_visualization #kilocode #knowledge_graph #mcp #mcp_server #model_context_protocol #opencode #sqlite #tree_sitter #windsurf

This is a fast, local code tool that builds a smart map of a codebase, so you can find functions, calls, routes, and dependencies in seconds instead of reading files one by one. It works on macOS, Linux, and Windows, supports many languages, and helps you understand changes, reduce wasted tokens, and save time while coding.

https://github.com/DeusData/codebase-memory-mcp

#swift #ai_video #claude #macos #mcp #seedance2 #swift #video_editor

Palmier Pro is a free, open-source Mac video editor made for AI. You can edit videos in a timeline, generate images and video inside the editor, and let tools like Claude, Codex, or Cursor help with the work through MCP. The main benefit is that you can create and edit faster in one place, without switching between different apps. It works on macOS 26 with Apple Silicon only, and the AI generation features need a login and subscription.

https://github.com/palmier-io/palmier-pro

#typescript #ai #animation #ffmpeg #framework #gsap #html #mcp #puppeteer #rendering #typescript #video

HyperFrames is an open-source tool that turns HTML, CSS, media, and animations into MP4 videos. You can use it with the CLI or with AI coding agents, and the same input makes the same video every time, which helps with previewing, testing, and automated production. This benefits you by letting you make editable, web-style videos faster without learning a new video editor, while keeping the output reliable and easy to render locally.

https://github.com/heygen-com/hyperframes

#csharp #ai #ai_integration #anthropic #claude #copilot #cursor #game_development #gamedev #gemini #llm #mcp #model_context_protocol #openai #unity #unity3d #videogames

MCP for Unity lets you control your Unity Editor using natural language with AI tools like Claude, Cursor, or VS Code. You can create scenes, edit scripts, manage assets, and run tests just by typing prompts. The benefit to you is faster game development because AI automates repetitive tasks, so you spend less time on manual work and more time creating your game. It is free under the MIT license and works with any MCP client.

https://github.com/CoplayDev/unity-mcp

#python #ai_coding #claude #claude_code #code_review #graphrag #incremental #knowledge_graph #llm #mcp #python #static_analysis #tree_sitter

code-review-graph is a free, local-first tool that builds a structural map of your code to stop AI assistants from re-reading your entire codebase, saving you significant money and time. By using Tree-sitter to parse your code into a graph and tracking changes incrementally, it identifies the exact "blast radius" of a change so your AI only reads the few files that actually matter. This reduces token usage by an average of 82x (up to 528x in best cases), cutting costs and making AI reviews feasible for massive projects like monorepos.

https://github.com/tirth8205/code-review-graph

#typescript #agent #ai #ai_agent #claude #cli #developer_tools #local_first #mcp #mcp_server #metasearch #model_context_protocol #nodejs #privacy #rag #search #search_engine #typescript #web_crawler #web_scraping #web_search

wigolo is a free, local-first tool that gives your AI agent web search, crawling, fetching, and research capabilities without needing API keys, cloud services, or paying per-query bills . It runs on your machine as an MCP server, keeping all data private and stored locally . The benefit to you is zero cost per query and full privacy, while still delivering web intelligence quality that rivals paid services . You can set it up with one command and immediately use powerful tools like autonomous research and page monitoring without worrying about metered costs .

https://github.com/KnockOutEZ/wigolo

#python #agent #agent_memory #ai_agent #book #coding_agent #context_engineering #large_language_models #llm #mcp #multi_agent #multimodal #rag #reinforcement_learning

This free open-source book and code library teaches you how to build AI Agents using the simple formula: Agent = Model + Context + Tools. You get the full book in English, Chinese, and Tamil, plus ready-to-run code examples for every chapter. The benefit is that you can learn by doing instead of just reading, letting you build real AI agents that search the web, write code, remember users, and work with other agents to solve complex tasks.

https://github.com/bojieli/ai-agent-book

#typescript #a2a #ai_agents #ai_gateway #anthropic #claude #claude_code #cline #codex #copilot #cursor #deepseek #free_ai #gemini #kimi #llm_gateway #mcp #openai #openai_proxy #qwen #token_saver

OmniRoute is a free tool that connects your AI coding apps to 268 providers, including 90+ with free tiers, so you can use top models like Claude or GPT without paying. It automatically switches to another provider if one hits its limit and compresses your requests to cut token usage by up to 95%. You benefit by saving money, avoiding interruptions, and getting unlimited access to powerful AI tools through a single, easy setup.

https://github.com/diegosouzapw/OmniRoute

#typescript #backlink_analysis #google_search_console_mcp #keyword_research #mcp #seo #seo_tools #site_audit

OpenSEO is a free, open-source SEO tool that replaces expensive platforms like Semrush with a simple, pay-as-you-go model where you only pay for the data you use. It connects directly to AI agents like Claude via MCP, allowing your AI to research keywords, track ranks, and analyze backlinks using real data instead of guesses. This saves you money by eliminating monthly subscriptions and boosts efficiency by automating tedious SEO tasks while giving you full control over your tool.

https://github.com/every-app/open-seo