TrendingAgent

GitHub Trending Signal Intelligence

AI-powered daily intelligence for discovering breakout open-source projects, decoding developer momentum, and mapping emerging technology trends.

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→LatestObserved2026-06-21

Leaderboard

Top 15 repositories

Ranked by GitHub Trending today so you can quickly scan heat, language, and new stars.

17 repos
#1palmier-io/palmier-proAn open-source AI-native video editor for macOS on Apple Silicon, deeply integrating generative AI and AI agents into the video editing workflow.+902#2penpot/penpotPenpot is an open-source design platform for design and code collaboration, supporting self-hosting and real-time teamwork.+420#3calesthio/OpenMontageThe first open-source, agentic video production system that turns natural language descriptions into complete video projects.+677#4tursodatabase/tursoTurso is an in-process SQL database written in Rust, compatible with SQLite.+801#5DeusData/codebase-memory-mcpHigh-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.+1,271#6google-research/timesfmA time-series foundation model developed by Google Research for advanced time-series forecasting.+433#7twentyhq/twentyThe open alternative to Salesforce, designed for AI.+140#8Kong/insomniaAn open-source, cross-platform API client supporting GraphQL, REST, WebSockets, SSE, gRPC, and other HTTP-based protocols.+329#9tw93/PakeAn open-source tool to package any webpage into a lightweight desktop app using Rust.+2,546#10chopratejas/headroomA context compression layer for AI agents that reduces input and output tokens to lower costs.+3,795#11jamiepine/voiceboxA local-first, open-source AI voice studio that integrates voice cloning, speech generation, dictation, and AI agent voice output.+145#12Kilo-Org/kilocodeKilo is an all-in-one open-source agentic coding platform for VS Code, JetBrains, and the CLI, featuring multiple specialized agent modes.+513#13mattpocock/skillsA collection of Shell skills for AI coding agents designed to address communication gaps, verbosity, and code quality in development.+1,395#14withastro/flueA TypeScript framework for building autonomous AI agents and workflows.+316#15owainlewis/awesome-artificial-intelligenceA curated list of AI resources focusing on AI engineering, covering learning, building, and agents.+48

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, Clojure, Python, Rust, C.

Repositories

Trending repositories

#1

palmier-io/palmier-pro

An open-source AI-native video editor for macOS on Apple Silicon, deeply integrating generative AI and AI agents into the video editing workflow.

3,420

Stars

282

Forks

+902

Today

README summary

Palmier Pro is an open-source video editor for Mac built natively with Swift. Its core capabilities include integrated generative AI models and the ability to connect to external AI agents like Claude, Codex, and Cursor via the MCP protocol for collaborative work within the same project. It is ideal for developers, technical creators, and AI enthusiasts interested in integrating AI into their video editing workflows.

Why it matters

Backed by Y Combinator S24, the project's innovation lies in the deep integration of generative AI with video editing and its use of the MCP protocol for open collaboration with mainstream AI agents, presenting a concrete example of applied AI.

Swift

#2

penpot/penpot

Penpot is an open-source design platform for design and code collaboration, supporting self-hosting and real-time teamwork.

51,461

Stars

3,303

Forks

+420

Today

README summary

Penpot is an open-source design platform built for teams creating digital products at scale, offering full ownership of design infrastructure through self-hosting and open standards. Its core capabilities include real-time collaboration, native design tokens, an MCP server, and CSS Grid/Flex layouts, positioning it as a full-stack platform that bridges design, code, and AI workflows. It is ideal for teams needing control over their design environment, scalable design systems, and faster product development.

Why it matters

Ranked #2 on GitHub Trending with significant daily attention (420 stars), its key value lies in being an open-source, self-hosted design collaboration tool built on open standards (SVG/CSS/HTML), effectively bridging designers and developers and reducing dependency on proprietary SaaS tools.

Clojure

#3

calesthio/OpenMontage

The first open-source, agentic video production system that turns natural language descriptions into complete video projects.

7,094

Stars

1,153

Forks

+677

Today

README summary

OpenMontage is an open-source, agentic video production system that provides 12 pipelines and 52 tools to convert user prompts into complete video creation tasks, covering research, scripting, asset generation, editing, and final composition. Its core capability is producing actual video content by building a corpus from free stock footage/open archives or AI-generated assets, rather than just animating static images. It is suitable for developers, tech observers, and content creators interested in AI-assisted video production.

Why it matters

The project ranks highly on GitHub Trending with significant daily star growth, indicating close attention from the developer community. It attempts to systematically solve the complex problem of video production workflows using agentic AI technology, featuring a novel concept, a clear technical positioning, and practical demo cases.

Python

#4

tursodatabase/turso

Turso is an in-process SQL database written in Rust, compatible with SQLite.

20,350

Stars

1,042

Forks

+801

Today

README summary

Turso is an in-process SQL database written in Rust that is compatible with SQLite. It offers core capabilities like concurrent writes (BEGIN CONCURRENT), change data capture, multi-language bindings (Go/JS/Java/.NET/Python/Rust), asynchronous I/O, and vector search. The project is currently in beta and is suitable for developers seeking SQLite compatibility with higher concurrency and new features.

Why it matters

As an in-process database compatible with SQLite, Turso is implemented in Rust and offers enhancements like concurrent writes and multi-language SDKs. Its high popularity on GitHub makes it suitable for developers interested in performance and extensibility for embedded databases.

Rust

#5

DeusData/codebase-memory-mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

9,391

Stars

710

Forks

+1,271

Today

README summary

The README was fetched, but the LLM summary is currently unavailable. Open the repository for details.

Why it matters

It gained 1271 stars today and ranks #5. High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

C

#6

google-research/timesfm

A time-series foundation model developed by Google Research for advanced time-series forecasting.

24,564

Stars

2,328

Forks

+433

Today

README summary

TimesFM is a pretrained time-series foundation model from Google Research designed for time-series forecasting. The current version (2.5) features 200M parameters, supports up to 16k context length, and offers continuous quantile forecasting via an optional head. It has been integrated into Google products like BigQuery ML and Google Sheets, and provides examples for fine-tuning with HuggingFace Transformers, making it relevant for researchers and developers working on advanced forecasting.

Why it matters

A cutting-edge time-series foundation model from Google Research with improvements in model efficiency, context length, and product integration, representing a significant advance in the field.

Python

#7

twentyhq/twenty

The open alternative to Salesforce, designed for AI.

50,874

Stars

7,412

Forks

+140

Today

README summary

The README was fetched, but the LLM summary is currently unavailable. Open the repository for details.

Why it matters

It gained 140 stars today and ranks #7. The open alternative to Salesforce, designed for AI.

TypeScript

#8

Kong/insomnia

An open-source, cross-platform API client supporting GraphQL, REST, WebSockets, SSE, gRPC, and other HTTP-based protocols.

39,339

Stars

2,324

Forks

+329

Today

README summary

Insomnia is a feature-rich open-source API client for debugging, designing, testing, and mocking APIs across multiple protocols like REST, GraphQL, and gRPC. It offers local, Git, and cloud storage options with a focus on data security and flexible collaboration. It is suitable for backend, frontend, and full-stack developers who need to test, design, and collaborate on APIs.

Why it matters

The project offers a comprehensive API development and debugging workflow, with its hybrid storage strategy and focus on privacy being key highlights that can meet the needs of teams with different security requirements.

TypeScript

#9

tw93/Pake

An open-source tool to package any webpage into a lightweight desktop app using Rust.

54,849

Stars

10,887

Forks

+2,546

Today

README summary

Pake is a tool built with Rust and Tauri that lets users turn any webpage into a desktop app for macOS, Windows, and Linux with a single command. Its core strengths are extremely small package size (around 5MB), fast launch speed, and low memory usage. It offers both a CLI tool and online building methods, with features like shortcuts, window customization, and ad removal. It is ideal for developers or general users who want to desktopify their frequently used web services and prefer a lightweight, fast experience.

Why it matters

This project addresses the bloat and high resource consumption of traditional web packaging tools like Electron by leveraging Rust to provide a lightweight and efficient alternative. Its clear getting-started paths and numerous example apps lower the barrier to entry, and its significant star growth today indicates high community interest.

Rust

#10

chopratejas/headroom

A context compression layer for AI agents that reduces input and output tokens to lower costs.

41,956

Stars

2,886

Forks

+3,795

Today

README summary

Headroom is a context compression tool that compresses tool outputs, logs, RAG chunks, and files before they reach an AI agent, claiming to reduce token usage by 60-95% while preserving answer accuracy. It offers integration as a library, proxy, MCP server, and more, with multiple built-in compression algorithms. It's aimed at developers looking to optimize LLM application costs when dealing with large contexts.

Why it matters

The project has gained significant star growth in a short time, indicating it addresses real-world cost and efficiency pain points for developers in LLM application development. Its diverse integration methods and claimed high token savings rates are attractive for optimizing AI agent workflows.

Python

#11

jamiepine/voicebox

A local-first, open-source AI voice studio that integrates voice cloning, speech generation, dictation, and AI agent voice output.

31,035

Stars

3,838

Forks

+145

Today

README summary

Voicebox is a local-first, open-source AI voice studio, positioned as a free alternative to ElevenLabs and WisprFlow. Its core capabilities include voice cloning and synthesis across 7 TTS engines (supporting 23 languages), dictation via a global hotkey, and enabling MCP-aware AI agents to speak in custom voices. It is aimed at developers, content creators, and tech enthusiasts who prioritize privacy and want a complete voice I/O stack running locally on their machine.

Why it matters

The project offers a comprehensive, local-first voice AI solution that bridges input and output, emphasizing privacy and local execution, which is a unique positioning in a landscape dominated by cloud-based AI voice services.

TypeScript

#12

Kilo-Org/kilocode

Kilo is an all-in-one open-source agentic coding platform for VS Code, JetBrains, and the CLI, featuring multiple specialized agent modes.

23,373

Stars

2,742

Forks

+513

Today

README summary

Kilo is an open-source AI coding agent that works in VS Code, JetBrains, and the CLI. Its core capabilities include generating code from natural language, providing inline autocomplete, self-checking its work, and controlling terminals and browsers. The platform integrates an MCP marketplace and supports 500+ models with mid-task switching, all at provider pricing, targeting developers and teams looking to enhance productivity with AI.

Why it matters

The project offers a comprehensive AI coding agent solution with high integration across major IDEs and the CLI, and its open-source nature makes it a competitive option among current AI-assisted development tools.

TypeScript

#13

mattpocock/skills

A collection of Shell skills for AI coding agents designed to address communication gaps, verbosity, and code quality in development.

138,277

Stars

11,994

Forks

+1,395

Today

README summary

This is a skill set designed for AI coding agents like Claude Code, based on Matt Pocock's daily engineering practices. The project aims to solve common AI development issues such as misaligned requirements, verbose output, non-functional code, and architectural decay. Core capabilities include using commands like `/grill-me` for requirement alignment, `/grill-with-docs` to build a shared language reducing verbosity, and `/tdd` to practice test-driven development for code quality. It's suited for engineers looking to improve AI coding efficiency and achieve more controlled, high-quality development outcomes.

Why it matters

This repository offers concrete, actionable solutions to real pain points in AI-assisted programming. It's not another framework, but a set of practical skills grounded in deep engineering experience, emphasizing the importance of software engineering fundamentals in the AI era. Its high star count and today's significant growth indicate strong resonance with developers.

Shell

#14

withastro/flue

A TypeScript framework for building autonomous AI agents and workflows.

6,106

Stars

344

Forks

+316

Today

README summary

Flue is an agent harness framework for building autonomous AI agents and complex workflows. It provides a programmable TypeScript harness that gives models the necessary context, tools, skills, and a secure sandbox environment. Core capabilities include session persistence, tool integration, subagent delegation, and observability. It's aimed at developers looking to build agents that can autonomously perform tasks (like code triage and fixes) beyond simple chatbots.

Why it matters

The framework addresses the complexity of building truly autonomous agents (beyond simple scripts) by providing a comprehensive set of orchestration capabilities like sessions, sandboxes, and durable execution, lowering the development barrier.

TypeScript

#15

owainlewis/awesome-artificial-intelligence

A curated list of AI resources focusing on AI engineering, covering learning, building, and agents.

14,795

Stars

2,355

Forks

+48

Today

README summary

This project is a curated list of artificial intelligence resources, with a core focus on AI engineering practices including RAG, agents, evals, and deployment. It offers structured learning paths with modern and foundational books, courses for different levels, and landmark papers that shaped modern AI. It also details toolchains, frameworks, and agent development resources for building AI systems, targeting developers and tech observers looking to systematically learn and build AI applications.

Why it matters

The repository is gaining significant attention today (+48 stars), indicating its content remains popular with the community. The curated resource list is well-organized and comprehensive, with a particular emphasis on current hot topics in AI engineering and agent development, offering high reference value for developers looking to keep up with trends and build practical applications.

Unknown

#16

pppscn/SmsForwarder

A comprehensive Android tool for forwarding SMS, calls, and app notifications, with remote control and multiple notification delivery channels.

26,497

Stars

3,274

Forks

+104

Today

README summary

SmsForwarder is an Android app that monitors SMS, calls, and app notifications, automatically forwarding them to platforms like DingTalk, WeChat Work, Feishu, email, and Telegram based on user-defined rules. Since version 3.0, it adds active control capabilities for remote management of messages and calls. It is aimed at developers and tech enthusiasts needing message aggregation, remote monitoring, or task automation.

Why it matters

The project offers practical and well-defined functionality with high customizability and broad platform support in the message forwarding domain, suitable for developers interested in such use cases.

Kotlin

#17

1jehuang/jcode

A next-generation, high-performance, and resource-efficient coding agent harness.

7,404

Stars

828

Forks

+87

Today

README summary

jcode is a Rust-based coding agent harness designed to raise the skill ceiling of coding agents, featuring support for multi-session workflows, infinite customizability, and high performance. Its core advantage is exceptional memory and startup performance, with benchmarks showing significantly lower RAM usage and faster startup times compared to other popular tools. It is ideal for developers who need to run multiple parallel coding sessions and have strict requirements on tool launch speed and resource consumption.

Why it matters

Based on the detailed performance comparison data provided, the project demonstrates significant advantages in resource efficiency and response speed, making it a valuable reference for developers seeking performance optimization in their development tools.

Rust