GitHub 2026-06-25 Monthly Trending Projects

An engineering‑oriented tool for short‑video production that integrates multiple LLMs and voice synthesis, offering Web UI, API, batch generation and subtitle/music management. Suited for teams automating content output, though deployment complexity and compliance require additional effort.

container implements OCI-compatible containers as lightweight VMs in native Swift for Apple Silicon Macs, enabling local isolated testing and image development; however it requires macOS 26 and currently shows limited maintenance and no releases.

Codebase-Memory MCP provides a local, ultra-fast index and structured code knowledge graph for AI coding agents, enabling efficient cross-file understanding, call-chain tracing, and visual analysis for teams handling large codebases.

Last30Days is a multi-source trend briefing tool that searches and scores signals from social platforms, news, and prediction markets over the last 30 days, then synthesizes cited narratives—designed for researchers, prompt engineers, and product teams tracking short-term trends.

MarkItDown converts varied documents into structured Markdown for LLM pipelines, enabling automated text workflows while requiring care with optional dependencies and plugin compatibility.

iptv-org/iptv supplies curated public IPTV playlists and an index for players and integrations; practical and developer-friendly, but licensing and link reliability require caution.

Agent Reach bundles common web, social and video CLI tools into a one‑command scaffold so AI agents gain internet‑reading capabilities quickly, keeping upstream tools replaceable and minimizing integration effort.

Webwright makes LLMs act as code-writing browser agents that produce reproducible Playwright scripts for long-horizon web tasks, emphasizing debuggability and reusability for research and engineering.

Reasonix is a terminal AI coding agent for developers that combines configurable models, plugin tooling and prefix caching to deliver low-cost, cross-platform code assistance and automation.

A tool that parses codebases and documentation into interactive knowledge graphs to help teams quickly understand architecture, find dependencies, and assess change impact; it supports multi-platform plugins and semantic search for onboarding and code review.

Taste Skill supplies composable frontend 'skills' and an image-to-code pipeline that use adjustable design dials and GSAP scaffolds to accelerate turning AI outputs into implementations; however, missing license and contribution metadata require compliance and maintenance validation before production adoption.

OpenMontage combines agentic intelligence with pipeline orchestration to automate asset sourcing, scripting, generation, editing and composition for low-cost, reproducible video production and experimentation.

CodeGraph provides a local semantic index and graph traversal layer for Claude Code, dramatically reducing file scanning and tool calls—ideal for privacy-minded teams and large/multi-language codebases to accelerate code exploration and impact analysis.

Open Notebook is a privacy-first open-source research notebook that provides multi-model integrations, multimodal content ingestion and vector search; it targets teams and developers who require data sovereignty, self-hosted deployment and advanced content generation such as multi-speaker podcasts.

PM Skills Marketplace turns established product-management frameworks into callable skills and chained workflows; using assistants like Claude and Codex it operationalizes product decisions, suited for teams needing structured, repeatable PM processes.

Stop Slop is a compact LLM skill and reference set that identifies and removes AI-generated stylistic tells—phrases, structural clichés, and sentence-level patterns—helping prompt engineers, editors, and tooling teams make prose more natural and editor-ready in review and automation workflows.

FreeLLMAPI aggregates multiple free large‑model providers into a single self‑hosted OpenAI‑compatible proxy, offering automatic routing, per‑key rate tracking, and encrypted key storage; suitable for developers and teams who want to expand inference capacity at low cost while centralizing model access control.

An IDE-grade local coding agent that provides LSP/DAP coupling, a rich toolchain and subagent collaboration—well suited for large codebases needing precise edits, debugging, and automated code review.

Organizes 754 production-grade security skills in agentskills.io format mapped to five major frameworks, enabling rapid conversion of AI agents into actionable security analysts; license and maintenance considerations should be resolved prior to enterprise adoption.

This repository assembles curated Codex plugin examples and cross‑platform reference implementations that use a unified manifest and companion surface structure; it serves as a practical reference for plugin development, integration, and teaching, but prospective adopters should verify license and maintenance details to mitigate adoption risk.

Herdr delivers agent-aware multiplexing and persistent sessions inside your existing terminal, showing real process views and supporting detach/reattach and remote attach—suited for developers and operators who need to observe and manage long-running background agents.

LiteParse focuses on lightweight, local PDF spatial-text parsing—combining PDFium extraction with pluggable OCR (bundled Tesseract) to produce structured JSON with bounding boxes, layout-preserving text and page screenshots. It suits engineering scenarios with strict latency, privacy, or local-deployment needs; for extremely complex or low-quality scanned documents, consider pairing with LlamaParse or cloud solutions.

Supermemory offers a high-performance, scalable memory storage and retrieval API for AI apps, supporting multi-format ingestion and MCP-based integration with major AI tools—well suited for knowledge retrieval and long-term memory use cases; license and maintenance activity require due diligence