README summary
The README was fetched, but the LLM summary is currently unavailable. Open the repository for details.
Why it matters
It gained 1834 stars today and ranks #1. macOS video editor built for AI
Swift
TrendingAgent
GitHub Trending Signal Intelligence
AI-powered daily intelligence for discovering breakout open-source projects, decoding developer momentum, and mapping emerging technology trends.
Leaderboard
Top 15 repositories
Ranked by GitHub Trending today so you can quickly scan heat, language, and new stars.
#1palmier-io/palmier-promacOS video editor built for AISwift+1,8345,270#2calesthio/OpenMontageWorld's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.Python+9878,859#3chopratejas/headroomA context compression tool for AI agents that drastically reduces LLM token consumption by compressing tool outputs, logs, RAG chunks, and files.Python+2,62444,538#4tursodatabase/tursoAn in-process SQL database written in Rust that is compatible with SQLite, emerging as a new option for edge and embedded databases.Rust+54820,835#5penpot/penpotAn open-source design tool for team collaboration between design and code.Clojure+1,13552,277#6ZhuLinsen/daily_stock_analysisAn LLM-powered automated stock analysis system supporting multi-market data, news, and decision dashboard notifications.Python+56844,540#7koala73/worldmonitorAn AI-powered real-time global intelligence dashboard integrating news aggregation, geopolitical monitoring, and infrastructure tracking.TypeScript+16358,118#8bytedance/deer-flowAn open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.Python+44272,608#9DeusData/codebase-memory-mcpA high-performance code intelligence MCP server for AI coding agents, enabling millisecond-level codebase indexing and querying via a persistent knowledge graph.C+1,03210,362#10mukul975/Anthropic-Cybersecurity-SkillsA structured cybersecurity skills library for AI agents, featuring 754 skills mapped to six industry frameworks.Python+36117,733#11tw93/Pake🤱🏻 Turn any webpage into a desktop app with one command.Rust+1,84856,276#12mikumifa/biliTickerBuyAn open-source Python tool designed to assist with ticket purchasing on Bilibili's membership store.Python+673,719#13smicallef/spiderfootSpiderFoot automates OSINT for threat intelligence and mapping your attack surface.Python+29418,778#14topoteretes/cogneeCognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.Python+34718,659#15byoungd/English-level-up-tipsAn advanced English learning guide that combines personal experience with scientific principles to help learners systematically improve their English skills.Unknown+12554,028
Languages
Language distribution
Ranking
New Stars Today Top 10
Ranking
Total Stars Top 10
Daily Brief
Today's brief
Fetched 17 GitHub Trending repositories today. The LLM daily brief is currently unavailable, so this is a rule-based summary from descriptions, languages, and star data. Main languages include: Swift, Python, Rust, Clojure, TypeScript.
Repositories
Trending repositories
#2
World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.
8,859
Stars
1,315
Forks
+987
Today
README summary
The README was fetched, but the LLM summary is currently unavailable. Open the repository for details.
Why it matters
It gained 987 stars today and ranks #2. World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.
Python
#3
A context compression tool for AI agents that drastically reduces LLM token consumption by compressing tool outputs, logs, RAG chunks, and files.
44,538
Stars
3,109
Forks
+2,624
Today
README summary
Headroom is a context compression layer for AI agents that compresses data before sending to the LLM, claiming 60-95% fewer tokens. It offers library, proxy, MCP server, and CLI usage, with core capabilities including intelligent content routing and specialized compressors for JSON, code AST, and general text. It also features cross-agent memory and reversible compression, targeting developers and data engineers looking to reduce LLM costs and optimize agent workflows.
Why it matters
The project addresses a hot topic of AI agent cost optimization with a full-stack compression solution from library to proxy, backed by concrete token saving data and benchmark results, indicating strong practicality.
Python
#4
An in-process SQL database written in Rust that is compatible with SQLite, emerging as a new option for edge and embedded databases.
20,835
Stars
1,067
Forks
+548
Today
README summary
Turso is an in-process SQL database written in Rust, compatible with SQLite, designed as a modern alternative. Its core capabilities include `BEGIN CONCURRENT` for improved write throughput, real-time change data capture (CDC), multi-language support (Rust, JS, Python, Go, Java, .NET), and asynchronous I/O on Linux. The README explicitly states the software is in BETA, making it suitable for developers interested in embedded databases, edge computing, or exploring SQLite alternatives for evaluation.
Why it matters
As the fourth-ranked project on GitHub Trending, its high visibility indicates strong developer community interest in a high-performance, SQLite-compatible modern embedded database. Being written in Rust offers potential for performance and safety, while the extensive language bindings lower the barrier to entry for experimentation.
Rust
#5
An open-source design tool for team collaboration between design and code.
52,277
Stars
3,347
Forks
+1,135
Today
README summary
Penpot is an open-source design platform built for teams creating digital products at scale. Its key strength lies in offering full ownership of your design infrastructure, supporting self-hosting and working with open standards like SVG and CSS. It provides real-time collaboration, native Design Tokens, and an MCP server to bridge design and code, helping teams build scalable design systems and accelerate product development.
Why it matters
The project ranks highly on GitHub Trending with significant daily star growth, indicating strong community interest. As an open-source, self-hostable design tool, it directly addresses team needs for data sovereignty, compliance, and seamless integration between design and development workflows.
Clojure
#6
An LLM-powered automated stock analysis system supporting multi-market data, news, and decision dashboard notifications.
44,540
Stars
41,461
Forks
+568
Today
README summary
This project is an AI-powered stock analysis system that aggregates multi-market data (A-shares, Hong Kong, US stocks, etc.) including news and fundamentals, automatically generates decision reports with scores, trends, and risk alerts, and delivers them via platforms like WeChat Work and Feishu. It supports cost-free scheduled runs via GitHub Actions and provides a web workbench, an agent for stock queries, and automated strategies. It's suited for individual investors, tech enthusiasts, or users looking to build a low-cost, automated stock analysis and monitoring tool.
Why it matters
The project offers a complete loop from data aggregation and AI analysis to automated notifications, emphasizing zero-cost deployment and multi-channel integration, making it practical for developers looking to apply AI to personal investment research.
Python
#7
An AI-powered real-time global intelligence dashboard integrating news aggregation, geopolitical monitoring, and infrastructure tracking.
58,118
Stars
9,210
Forks
+163
Today
README summary
World Monitor is a real-time global intelligence dashboard that aggregates 500+ news feeds, uses AI to synthesize briefs, and offers dual map engines with cross-stream correlation for signals like military, economic, and disaster data. Key capabilities include a Country Instability Index, finance radar, and local AI execution via Ollama, making it suitable for developers and researchers focused on geopolitics, global markets, or building unified situational awareness interfaces.
Why it matters
The project's high rank and star count on GitHub Trending indicate significant developer community interest in its technical implementation and feature integration. Built with TypeScript and Tauri, and incorporating a diverse modern tech stack, it serves as a comprehensive example of a full-stack monitoring system.
TypeScript
#8
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
72,608
Stars
9,834
Forks
+442
Today
README summary
The README was fetched, but the LLM summary is currently unavailable. Open the repository for details.
Why it matters
It gained 442 stars today and ranks #8. An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
Python
#9
A high-performance code intelligence MCP server for AI coding agents, enabling millisecond-level codebase indexing and querying via a persistent knowledge graph.
10,362
Stars
785
Forks
+1,032
Today
README summary
This project is a code intelligence engine optimized for AI coding agents. Its core capability is to rapidly index codebases into a knowledge graph of functions, classes, and call chains using tree-sitter for 158 languages and hybrid LSP semantic analysis. Distributed as a single static binary with zero dependencies, it offers one-click installation and auto-configuration for 11 popular coding agents. It targets developers and AI tool users seeking to enhance code understanding and exploration efficiency.
Why it matters
The project addresses a critical pain point for AI agents working with large codebases: speed, efficiency, and integration. Its claims of millisecond indexing and up to 120x token savings are compelling, and it offers a plug-and-play experience for major coding agents, significantly lowering the barrier to adoption.
C
#10
A structured cybersecurity skills library for AI agents, featuring 754 skills mapped to six industry frameworks.
17,733
Stars
2,132
Forks
+361
Today
README summary
This project is an open-source cybersecurity skills library for AI agents, containing 754 production-grade skills across 26 security domains. Its core capability is mapping every single skill to six frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, MITRE D3FEND, NIST AI RMF, and the newly released MITRE F3. It's designed as a skills extension for AI platforms like Claude Code and GitHub Copilot, enabling expert-level security investigations.
Why it matters
This project addresses a critical need in the rapidly growing AI agent ecosystem by providing a structured security knowledge base. Its multi-framework mapping ensures standardization and authority, helping to elevate AI's practical capabilities in cybersecurity.
Python
#11
🤱🏻 Turn any webpage into a desktop app with one command.
56,276
Stars
11,106
Forks
+1,848
Today
README summary
The README was fetched, but the LLM summary is currently unavailable. Open the repository for details.
Why it matters
It gained 1848 stars today and ranks #11. 🤱🏻 Turn any webpage into a desktop app with one command.
Rust
#12
An open-source Python tool designed to assist with ticket purchasing on Bilibili's membership store.
3,719
Stars
466
Forks
+67
Today
README summary
This project is a Bilibili membership store assistant tool, offering free and user-friendly support for ticket purchasing. Its core capabilities include quick installation and detailed documentation, targeting individual users interested in Bilibili events or performance tickets. The project is MIT-licensed for personal study and research, with a clear statement on platform respect.
Why it matters
The project ranks well on GitHub Trending with notable star growth today, indicating community interest. It provides a practical assistant function for a specific user need (Bilibili ticketing) and emphasizes open-source and compliant usage, making it worth exploring for interested users.
Python
#13
SpiderFoot automates OSINT for threat intelligence and mapping your attack surface.
18,778
Stars
3,107
Forks
+294
Today
README summary
The README was fetched, but the LLM summary is currently unavailable. Open the repository for details.
Why it matters
It gained 294 stars today and ranks #13. SpiderFoot automates OSINT for threat intelligence and mapping your attack surface.
Python
#14
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
18,659
Stars
1,969
Forks
+347
Today
README summary
The README was fetched, but the LLM summary is currently unavailable. Open the repository for details.
Why it matters
It gained 347 stars today and ranks #14. Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
Python
#15
An advanced English learning guide that combines personal experience with scientific principles to help learners systematically improve their English skills.
54,028
Stars
5,557
Forks
+125
Today
README summary
This project is a comprehensive guide to advancing English learning, covering listening, speaking, reading, writing, vocabulary, and AI-assisted methods. Its core capability lies in providing a systematic learning path and resource integration, with a strong emphasis on the latest AI tools (like Gemini) for efficient learning. It is suitable for all English learners and developers seeking to systematically improve their English skills, especially those interested in AI-powered learning approaches.
Why it matters
This guide has extremely high popularity on GitHub, with detailed and well-structured content. Its newly added AI learning chapter is of direct reference value to the tech community, demonstrating how to deeply integrate cutting-edge AI tools into language learning.
Unknown
#16
A regularly updated repository that collects the system prompts of various mainstream AI chatbots.
44,429
Stars
7,340
Forks
+282
Today
README summary
This project aims to document and disclose the system prompts of mainstream AI chatbots like Claude, ChatGPT, and Gemini. Its core capability is to continuously extract and organize the instructional content from different AI models and their integrated applications, while also providing diff comparisons between versions. It is intended for researchers and developers interested in how AI models work internally, prompt engineering, and AI safety and transparency.
Why it matters
This repository directly reveals the internal operational instructions of the most advanced AI models, providing rare first-hand material for understanding AI behavior, conducting safety research, or optimizing prompt engineering. Its continuous updates and broad coverage of mainstream models offer significant reference value.
JavaScript
#17
Skills for Real Engineers. Straight from my .claude directory.
139,847
Stars
12,136
Forks
+1,443
Today
README summary
The README was fetched, but the LLM summary is currently unavailable. Open the repository for details.
Why it matters
It gained 1443 stars today and ranks #17. Skills for Real Engineers. Straight from my .claude directory.
Shell