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Top GitHub trending repos right now: August 12, 2026
msitarzewski/agency-agents reclaims rank 1 on GitHub Trending Repos August 12, 2026, flipping semantica-agi/semantica to rank 2 after one day at the top. Five agent-skills repos now share the 17-repository board: agency-agents at #1, addyosmani/agent-skills at #4, anthropics/skills at #7, harveyai/harvey-labs at #13, and PrimeIntellect-ai/prime-agent at #17. nvm-sh/nvm debuts at rank 3, the first Node Version Manager appearance on this August streak. Trends MCP get_top_trends returned 17 repositories (as_of 2026-08-12T06:01:42 UTC). This post lists all 17 items.
Top trending repositories on GitHub: August 12
msitarzewski/agency-agents: Open-source catalog of specialized AI agent personas for Claude Code, Cursor, Codex, and related coding tools. GitHub describes it as a complete AI agency with frontend wizards, community managers, and reality checkers. Climbs from rank 2 on August 11 to rank 1 with about 143,953 stars at research time. The #1 flip marks the agent-skills cluster overtaking semantica's one-day context-graph lead.
semantica-agi/semantica: Graph-native infrastructure for context and accountable AI systems. Falls from rank 1 on August 11 to rank 2 after a single day on top. About 5,229 stars at research time; latest push August 12, 2026 per GitHub API. No separate August 12 launch note identified beyond continued developer interest in provenance-aware agent stacks.
nvm-sh/nvm: POSIX-compliant bash script to manage multiple active Node.js versions. New at rank 3 versus the August 11 board. About 84,000-plus stars at research time on the public repo. No widely reported August 12, 2026 news trigger identified beyond renewed Node toolchain interest on a skills-heavy trending day.
addyosmani/agent-skills: Production-grade engineering skills pack installable into AI coding agents via the skills CLI. Holds rank 4, unchanged from August 11. About 86,386 stars at research time; latest push August 11, 2026. Part of the five-repo agent-skills cluster that now spans ranks 1, 4, 7, 13, and 17.
ZhuLinsen/daily_stock_analysis: LLM-powered multi-market stock analysis system with real-time news, decision dashboards, and scheduled runs. New at rank 5 versus August 11. No widely reported August 12, 2026 news trigger identified beyond renewed quant-and-agent tooling demand.
vitali87/code-graph-rag: Graph-based code RAG using Tree-sitter and Memgraph to query multi-language monorepos. Climbs from rank 13 on August 11 to rank 6, a seven-rank rebound. About 3,251 stars at research time on prior snapshots. No widely reported August 12 trigger identified.
anthropics/skills: Anthropic's public repository for Agent Skills. New at rank 7 versus August 11. About 168,363 stars at research time, the highest star count among the five agent-skills cluster entries. No widely reported August 12 launch note identified beyond sustained skills-format adoption.
3b1b/manim: Animation engine for explanatory math videos from 3Blue1Brown. New at rank 8 versus August 11. No widely reported August 12, 2026 news trigger identified.
HKUDS/DeepTutor: Lifelong personalized tutoring system from HKUDS. New at rank 9 versus August 11. No widely reported August 12, 2026 news trigger identified.
stablyai/orca: Agent development environment for running parallel coding agents on desktop, mobile, and VPS. New at rank 10 versus August 11. No widely reported August 12, 2026 news trigger identified.
paperclipai/paperclip: Open-source orchestration app for managing teams of AI agents with org charts and budgets. Falls from rank 5 on August 11 to rank 11. About 76,000-plus stars at research time. No widely reported August 12 trigger identified.
huggingface/transformers: Model-definition framework for text, vision, audio, and multimodal machine learning. New at rank 12 versus August 11. No widely reported August 12, 2026 news trigger identified beyond evergreen ML infrastructure demand.
harveyai/harvey-labs: Benchmark built to evaluate and improve agent capabilities for legal work. Returns at rank 13 after exiting the August 11 board. About 1,137 stars at research time; latest push August 12, 2026. Completes the five-repo agent-skills cluster alongside agency-agents, addyosmani/agent-skills, anthropics/skills, and prime-agent.
jaywcjlove/awesome-mac: Curated macOS software list organized by category. New at rank 14 versus August 11. No widely reported August 12, 2026 news trigger identified.
calesthio/OpenMontage: Open-source agentic video production system with 12 pipelines and 700-plus agent skill files. New at rank 15 versus August 11. No widely reported August 12, 2026 news trigger identified.
practical-tutorials/project-based-learning: Curated list of project-based programming tutorials. New at rank 16 versus August 11. No widely reported August 12, 2026 news trigger identified.
PrimeIntellect-ai/prime-agent: Self-improving RLM coding agent for long-running autonomous tasks. Falls from rank 6 on August 11 to rank 17, an 11-rank slide. About 14,480 stars at research time; latest push August 12, 2026. Fifth member of the agent-skills cluster on this board.
The full list of 17 trending repositories is available via the Trends MCP API. Get your free API key
What changed on GitHub since August 11
Compared with the August 11, 2026 GitHub daily post, agency-agents flips from #2 to #1 and semantica drops from #1 to #2. The board grows from 16 to 17 repositories.
- Big movers: PrimeIntellect-ai/prime-agent (#6 to #17); vitali87/code-graph-rag (#13 to #6); paperclipai/paperclip (#5 to #11); msitarzewski/agency-agents (#2 to #1); semantica-agi/semantica (#1 to #2)
- New entrants: nvm-sh/nvm (#3); ZhuLinsen/daily_stock_analysis (#5); anthropics/skills (#7); 3b1b/manim (#8); HKUDS/DeepTutor (#9); stablyai/orca (#10); huggingface/transformers (#12); jaywcjlove/awesome-mac (#14); calesthio/OpenMontage (#15); practical-tutorials/project-based-learning (#16)
- Drop-offs from August 11 board: NanmiCoder/MediaCrawler; LadybirdBrowser/ladybird; ruvnet/RuView; danielmiessler/LifeOS; firecrawl/firecrawl; TauricResearch/TradingAgents; google-deepmind/weathernext; pingdotgg/t3code; Comfy-Org/ComfyUI; opa334/Dopamine
- Holds: addyosmani/agent-skills (#4)
What August 12 GitHub trends reveal
August 12 is an agent-skills consolidation day. Five repositories on one 17-repo board share the skills-install pattern: agency-agents at #1, addyosmani/agent-skills at #4, anthropics/skills at #7, harveyai/harvey-labs at #13, and prime-agent at #17. semantica's one-day #1 run ends as context-graph interest cools to #2, while nvm at #3 and daily_stock_analysis at #5 widen the board into Node tooling and LLM stock workflows.
Prime-agent's 11-rank fall to #17 is the sharpest move inside yesterday's overlap. paperclip slips six ranks to #11, and code-graph-rag rebounds seven ranks to #6. OpenMontage at #15 and orca at #10 add video and fleet-agent angles. The August 12 signal is skills packs retaking the headline slot from semantica after a single-day flip.
Track these trends in real time with Trends MCP
These ranks came from the Trends MCP get_top_trends API on August 12, 2026, using type GitHub Trending Repos and limit 50 (17 returned; as_of 2026-08-12T06:01:42 UTC). The feed serves analysts, marketers, and agent workflows that need live boards. Related page: https://www.trendsmcp.ai/github-trending-repos-api.
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"type": "GitHub Trending Repos",
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Related trend reports
- Previous day: https://www.trendsmcp.ai/trending/github-trending-august-11-2026
- Data source: https://www.trendsmcp.ai/github-trending-repos-api
- Evergreen guide: https://www.trendsmcp.ai/blog/best-github-trend-research-tools