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See what the GitHub community is most excited about today. A bot automatically fetches new repositories from https://github.com/trending and sends them to the channel. Author and maintainer: https://github.com/katursis
#python #agentic_ai #agents #memory
Hindsight is a top agent memory system that helps AI agents learn over time by storing facts, experiences, and mental models like human memory, beating rivals on LongMemEval benchmarks with 91.4% accuracy. Add it easily with 2 lines of code via Python or Node.js clients, using simple retain, recall, and reflect operations for Docker or embedded setups. You benefit by building smarter, consistent agents that reduce errors, cut hallucinations, handle long-term tasks, and personalize chats—saving time and boosting performance in production.
https://github.com/vectorize-io/hindsight
#typescript #ai #ai_agents #coding #deno #embeddings #insforge #nextjs #oauth2 #pgvector #postgresql #realtime #vectors #websockets
InsForge is an open-source backend platform for AI coding agents, offering easy auth, Postgres database, S3 storage, edge functions, and model gateway via a simple semantic layer. Agents fetch context, configure services, and inspect state to build full-stack apps quickly. Set up locally with Docker or use cloud deploys. It boosts agent accuracy 1.7x, speed 1.6x, and cuts tokens 30% vs. rivals, letting you prototype and ship AI-driven apps faster with less hassle and cost.
https://github.com/InsForge/InsForge
#cplusplus
LiteRT is Google's free framework for running fast machine learning and generative AI on phones, computers, and web without cloud help. It uses GPU and NPU for up to 2x speed boosts, zero-copy data handling, and async execution on Android, iOS, Linux, and more, plus easy PyTorch model conversion. You benefit by building quick, private apps like real-time image editing or chatbots that work offline on everyday devices, saving battery and boosting performance.
https://github.com/google-ai-edge/LiteRT
#java #digital_forensics #forensic #recovery
IPED is a free, open-source Java tool from Brazilian Federal Police for processing and analyzing digital evidence from crime scenes or corporate probes. It handles huge cases fast—up to 400GB/hour and 135 million items—with features like data carving, hashing, regex searches for wallets/emails, face/image matching, timelines, GPS maps, OCR, and browser history parsing. Runs on Windows/Linux from USB drives with an easy interface. You benefit by getting powerful, stable forensics without cost, saving time on large investigations.
https://github.com/sepinf-inc/IPED
#cplusplus
Godot RE Tools let you fully recover Godot projects from APK, PCK, or EXE files by extracting resources, decompiling GDScripts, recreating the project.godot file, and converting resources to original formats. It supports Godot 4.x, 3.x, and 2.x via easy GUI drag-and-drop or command line. This helps you restore lost projects quickly, edit games for modding, or regain work from exports/backups without starting over.
https://github.com/GDRETools/gdsdecomp
#javascript
Impeccable is a frontend-design skill with 17 commands like /audit, /critique, /polish, and /animate, plus anti-patterns to avoid generic AI mistakes such as overused fonts or gray text on colors. Download bundles from impeccable.style for tools like Cursor or Claude Code to create polished UIs for pages, dashboards, or apps. It benefits you by speeding up development, ensuring consistent, accessible, high-quality designs that stand out and save time on fixes.
https://github.com/pbakaus/impeccable
#typescript #agent #ai #ai_agents #browser_automation #javascript #typescript #ui_automation #web
Page Agent is an open-source tool that lets you control webpages with simple natural language commands, like "Click the login button." It runs directly in your browser with one line of code—no extensions, Python, or screenshots needed—and works with your own AI models for privacy. Use it for fast form filling, AI copilots in apps, accessibility via voice, or multi-page tasks. This saves time by turning clicks into sentences, making complex web apps easy and accessible for everyone.
https://github.com/alibaba/page-agent
#python
Webnovel Writer is a free Claude Code plugin for creating long web novels. It reduces AI forgetting and errors with smart RAG tools, letting you init projects (/webnovel-init), plan plots (/webnovel-plan), write chapters (/webnovel-write), review (1-5), and view dashboards. Install via marketplace, add Python deps, set API keys, and use commands easily. Benefits: Saves time on consistent long stories, boosts creativity for serials, and tracks progress without manual fixes—perfect for steady novel output.
https://github.com/lingfengQAQ/webnovel-writer
#typescript #ai #coding #react #react_grab
React Grab lets you point at any UI element on your React site, press Cmd+C (Mac) or Ctrl+C (Windows/Linux), and copy its exact file name, React component, and HTML code to your clipboard. Install it easily in Next.js or Vite projects with one command like `npx grab@latest init`. This speeds up AI coding tools like Cursor or Claude by up to 3x, saves time and costs by giving precise context instead of vague searches, and makes edits faster and more accurate right from your browser.
https://github.com/aidenybai/react-grab
#python
SEO Machine is a Claude Code tool for businesses to easily create long SEO blog posts. Use commands like /research for keyword and competitor analysis, /write for 2000+ word optimized articles in your brand voice, /rewrite to update old content, and /optimize for final SEO scores (0-100). It integrates Google Analytics, Search Console, and DataForSEO for real data, plus agents for meta tags, links, and readability. Customize with your brand files for perfect fit. You save hours on research/writing, get higher Google rankings, more traffic, and content that converts readers to customers.
https://github.com/TheCraigHewitt/seomachine
#other
The Agency offers 51 specialized AI agents across engineering, design, marketing, product, testing, and more, each with unique personalities, workflows, and code examples for tasks like building apps or running campaigns. Copy them to your Claude setup for instant use. This transforms your work by automating repetitive tasks, boosting efficiency by 30-50%, cutting errors and costs, and letting you scale projects fast without hiring—freeing time for creative, high-value goals.
https://github.com/msitarzewski/agency-agents
#python #agent #chatbot #large_language_models #llm #llm_agent #mcp #multi_agent #multi_modal #react_agent
AgentScope is a simple, production-ready framework to build AI agents fast. Install with `pip install agentscope` (Python 3.10+), then create ReAct agents with tools, memory, voice, human steering, multi-agent workflows, and finetuning in 5 minutes. It supports realtime voice, A2A protocols, RL training, and easy deployment locally, in cloud, or Kubernetes. You benefit by quickly making robust, scalable agents for tasks like games, research, or chats without complex coding, saving time and enabling real-world apps.
https://github.com/agentscope-ai/agentscope
#python #agent_skills #ai_scientist #bioinformatics #chemoinformatics #claude #claude_skills #claudecode #clinical_research #computational_biology #data_analysis #drug_discovery #genomics #materials_science #metabolomics #proteomics #scientific_computing #scientific_visualization
Claude Scientific Skills offers 148+ ready-to-use tools for AI agents like Cursor or Claude Code, covering biology, chemistry, drug discovery, clinical research, ML, and 250+ databases (PubMed, ChEMBL, etc.). Easy setup: clone the GitHub repo and copy folders to your skills directory for automatic use in complex workflows like single-cell analysis or virtual screening. You save days on setup, get reliable code, and run multi-step science faster on your desktop.
https://github.com/K-Dense-AI/claude-scientific-skills
#go #2api #antigravity2api #cc2api #claude #claude_code #codex #crs #crs2 #gemini
Sub2API is an open-source AI API gateway that shares quotas from subscriptions like Claude Code ($200/month) across users via generated API keys. It manages multiple accounts, tracks token usage for precise billing, balances loads smartly, limits concurrency/rates, and offers an admin dashboard. Easy deployment via one-click script or Docker on Linux with PostgreSQL/Redis. You benefit by cutting AI costs through efficient sharing, accessing services seamlessly with native tools, and self-hosting for secure, scalable control without vendor lock-in.
https://github.com/Wei-Shaw/sub2api
#typescript #agentic_ai #ai_agents #claude_code #cli #codex #coding_agents #cursor_agent #desktop_app #developer_tools #electron #git_worktree #llm #mcp #opencode #orchestration #parallel_agents #terminal #tui #vibe_coding #worktrees
Superset is a turbocharged macOS terminal for running 10+ CLI coding agents like Claude Code, Cursor, and GitHub Copilot in parallel. It isolates tasks in separate Git worktrees to avoid interference, lets you monitor progress from one dashboard, review changes with a built-in diff viewer, and switch contexts quickly. You benefit by coding 10x faster, shipping more without context-switching delays or conflicts, saving time on development workflows.
https://github.com/superset-sh/superset
#typescript
A2UI is an open-source standard letting AI agents create safe, interactive UIs via simple JSON that your app renders with native components like buttons and forms. It's secure (no risky code), works on web, mobile, or desktop, and updates smoothly in chats for dynamic tasks like bookings. You benefit by building smarter apps with rich, adaptive interfaces that feel native, save dev time, and keep full control over style and security.
https://github.com/google/A2UI
#python
OpenRAG is an intelligent document search platform that combines three powerful open-source tools—Docling, OpenSearch, and Langflow—to transform your documents into an AI-powered knowledge system. You upload files of any format (PDFs, Word documents, images, audio), and the system intelligently parses and indexes them for semantic search. Then you chat with your documents through a simple interface, getting accurate answers backed by relevant sources. The benefit is that you get enterprise-grade document retrieval and AI conversations ready to use immediately, without building complex systems from scratch, while maintaining full control over how documents are processed and searched.
https://github.com/langflow-ai/openrag
#lua #github #neovim
Octo.nvim lets you edit and review GitHub issues, pull requests, and discussions right in Neovim. Just open with commands like `//github.com/user/repo/issues/1` or `w` to sync changes instantly. Add reactions, labels, assignees, or reviewers easily. This saves time by keeping all GitHub work in your editor—no browser switching—boosting productivity for developers managing repos.
https://github.com/pwntester/octo.nvim
#python #agentic_ai #agentic_coding #ai_coding_agent #ai_plugins #anthropic_claude #claude_ai #claude_ai_skills #claude_code #claude_code_plugins #claude_code_skills #claude_skills #claudecode_subagents #developer_tools #devtools #mcp_tools #openai_codex #prompt_engineering
Claude Code Skills offers 169 free, ready-to-use plugins that turn AI coding agents like Claude Code, OpenAI Codex, and OpenClaw into experts in engineering, marketing, product, compliance, and more. Install easily via simple commands to add skills like security auditing, test automation, or C-level advice, with 160+ Python tools included. This saves you time by automating complex tasks, boosting code quality, and handling grunt work so you focus on creative problem-solving and faster results.
https://github.com/alirezarezvani/claude-skills
#python #ai_automation #api #audio_overview #claude #cli_tool #flashcards #google_notebooklm #notebooklm #notebooklm_api #notebookln #podcast_generator #python #python_api #quiz_generator #sdk #skills #study_tools
notebooklm-py is a free Python tool and CLI for full access to Google NotebookLM's features, like creating notebooks, adding sources (URLs, PDFs, YouTube), chatting, deep research, and generating podcasts, videos, quizzes, slides, mind maps in formats like MP3, MP4, JSON. It offers extras the web lacks, such as batch downloads, editable PPTX, and mind map data. You benefit by automating research, content creation, and exports programmatically for faster prototypes, pipelines, or AI agents—saving time on manual UI work.
https://github.com/teng-lin/notebooklm-py
#python #agent_memory #financial_forecasting #future_prediction #knowledge_graph #llms #multi_agent_simulation #public_opinion_analysis #python3 #social_prediction #swarm_intelligence
MiroFish is a simple AI tool that predicts anything by creating a digital world from your data like news, policies, or stories. Upload seed info and describe what you want to predict; it builds thousands of smart agents with personalities and memories to interact, simulate futures, and give you a detailed report plus chat access. You benefit by testing decisions risk-free—like policy impacts or story endings—making smart choices or fun ideas win through safe, accurate previews.
https://github.com/666ghj/MiroFish
#elixir #agent #ai #artificial_intelligence #elixir #event_driven_architecture #functional_programming #orchestration #workflow
Jido is a pure functional framework for Elixir to build autonomous multi-agent workflows. Agents are immutable data with a simple `cmd/2` function that transforms state purely and outputs directives for effects like signals or spawning, handled by OTP runtime. It formalizes patterns like standard signals, reusable actions, and hierarchies over raw GenServer, adding AI tools, strategies (ReAct, FSM), and supervision. You benefit by creating scalable, testable, fault-tolerant agent systems easily for production AI apps, saving reinvented code.
https://github.com/agentjido/jido
#go #ai #ai_agents #ai_cybersecurity #ai_hacking #ai_penetration_testing #ai_security_tool #ctf_tools #mcp #pentesting_tools
CyberStrikeAI is an open-source AI platform built in Go that automates security testing with 100+ tools like nmap, sqlmap, and metasploit, plus roles for pentesting/CTF, skills for vulnerabilities like SQL injection, dashboards, attack-chain graphs, and chat interfaces. Hackers have misused it for real attacks on FortiGate devices, automating scans and exploits via AI agents. For you, it offers easy deployment to test your own authorized systems quickly, spotting weaknesses before attackers do—saving time and boosting defense.
https://github.com/Ed1s0nZ/CyberStrikeAI
#powershell
HVE Core is a free Microsoft framework for GitHub Copilot in VS Code that boosts coding with 35 specialized agents, 68 instructions, 40 prompts, and skills. Installs in 30 seconds, uses RPI (Research-Plan-Implement) to structure tasks, and validates everything for reliable AI output. You save massive time on boilerplate, repetitive work, and complex projects—staying focused on creative problem-solving while scaling from solo to team use for faster, cleaner code.
https://github.com/microsoft/hve-core
#python #agent #llm #llm_agent #llm_reasoning #machine_learning_systems #mlsys #reinforcement_learning #rl
AReaL is a free, open-source system for fast asynchronous reinforcement learning to train large AI models in math, coding, search, and agents. It decouples generation and training for up to 2.77x speedup, stable performance, and easy setup on single or 1000+ GPUs with algorithms like GRPO/PPO. Install via git/pip, run examples like GSM8K math instantly. You benefit by building top AI agents affordably and quickly, reproducing results with shared data/models, saving time/money vs. slow synchronous tools.
https://github.com/inclusionAI/AReaL
#python #agent #ai_agents #memory #memoryscope #rag #reme
ReMe is a memory toolkit for AI agents with file-based (Markdown files for easy editing) and vector-based systems to fix limited context and stateless chats. It auto-summarizes talks, saves key facts like preferences, and recalls them next time using hybrid search. Install via `pip install reme-ai`, set API keys, and use ReMeCli or Python code for smart agents. You benefit by building persistent, learning agents that remember your needs, work faster on repeat tasks, and feel more natural without starting over.
https://github.com/agentscope-ai/ReMe
#shell
ESP-CSI uses Wi-Fi Channel State Information (CSI) on all ESP32 chips to sense breathing, chewing, walking, or other movements without contact or extra hardware. You get rich data like signal phase and amplitude for smart monitoring, activity detection, positioning, and AI apps, with easy OTA upgrades, BLE help, and examples for quick starts like radar or cloud uploads—saving costs while boosting your IoT projects' accuracy and reliability.
https://github.com/espressif/esp-csi
#visual_basic_.net #dism #gui #sysadmin #windows
DISMTools is a free, open-source graphical tool that simplifies managing Windows images and installations using DISM commands. It offers project-based workflows, online/offline modes, AppX handling, ISO creation, and repairs without reinstalling Windows, working on Windows 8.1+ with great speed. You benefit by easily customizing, fixing, and optimizing systems or creating automated setups, saving time over complex command lines and avoiding paid tools.
https://github.com/CodingWonders/DISMTools
#python #mcp #mcp_server #open_data #opendata
Data.gouv.fr MCP Server lets AI chatbots like Claude or ChatGPT search, explore, and analyze over 74,000 French open datasets via simple questions, such as "Show latest Paris population data" or "Find real estate prices," without manual browsing. Connect easily to the free public endpoint https://mcp.data.gouv.fr/mcp—no API key needed. You benefit by getting instant, accurate access to public data like company info, metrics, and resources, saving time on research or apps and enabling quick insights from France's top-ranked open data platform.
https://github.com/datagouv/datagouv-mcp
#python
Hermes Agent is a free, open-source AI that installs on your server, learns your projects and preferences over time, and handles tasks via Telegram, Discord, Slack, WhatsApp, or terminal. It builds reusable skills from solved problems, runs scheduled automations like daily reports, and uses secure sandboxes (Docker/SSH) for safe code execution with any AI model. You benefit by getting a smart, growing assistant that automates work, remembers everything, and stays reachable anywhere—saving hours on repetitive tasks while boosting productivity.
https://github.com/NousResearch/hermes-agent