diff --git a/README.MD b/README.MD
index 52841ec..10a209c 100644
--- a/README.MD
+++ b/README.MD
@@ -1,6 +1,6 @@
# awesome-repo-graph
-  
+  
A curated, structured collection of open-source repositories, grouped by sector and category, cross-linked by shared tags. `sources.json` is the single source of truth; this file and the graph visualization are both generated from it.
@@ -77,11 +77,11 @@ npm run capture:demo
## Sectors
- **Frontend Engineering** — 12 sources
-- **AI Agent Tooling** — 33 sources
+- **AI Agent Tooling** — 34 sources
- **DevOps & Infrastructure** — 1 source
- **Game Development** — 21 sources
- **Backend Engineering & APIs** — 24 sources
-- **Machine Learning & Data Science** — 21 sources
+- **Machine Learning & Data Science** — 22 sources
- **Blockchain & Decentralized AI** — 46 sources
- **Developer Productivity & CLI Tools** — 1 source
@@ -93,21 +93,21 @@ npm run capture:demo
### GSAP
#### GSAP Website Examples
- **[award-winning-website](https://github.com/adrianhajdin/award-winning-website)**
- ★ 1,021 · `gsap` `landing-page`
+ ★ 1,027 · `gsap` `landing-page`
- **[jsm_gta_vi_landing](https://github.com/adrianhajdin/jsm_gta_vi_landing)**
★ 196 · `gsap` `landing-page`
- **[Truus.co-Awwward-Website](https://github.com/Thakuma07/Truus.co-Awwward-Website)** — Vanilla HTML/CSS/JS site built with GSAP, ScrollTrigger, and Lenis featuring experimental layout, cursor interaction, and dense motion design.
- ★ 117 · `gsap` `landing-page` `scrolltrigger`
+ ★ 123 · `gsap` `landing-page` `scrolltrigger`
- **[3D-Landing-page-for-Apple-iPhone](https://github.com/codebucks27/3D-Landing-page-for-Apple-iPhone)** — 3D iPhone product landing page using Three.js for rendering and GSAP/ScrollTrigger for scroll-controlled camera and product animation.
★ 109 · `gsap` `landing-page` `threejs` `scrolltrigger`
- **[capsule](https://github.com/ShowravKormokar/capsule)** — React, Vite, Tailwind, and GSAP recreation of the Awwwards-winning Capsule site's complex animations.
★ 69 · `gsap` `landing-page` `tailwind`
- **[SpyltMilk-clone](https://github.com/ShowravKormokar/SpyltMilk-clone)** — Single-product Awwwards clone with bold, colorful motion design built with React, Tailwind, and GSAP.
- ★ 38 · `gsap` `landing-page` `tailwind`
+ ★ 39 · `gsap` `landing-page` `tailwind`
- **[svelte-gsap-template](https://github.com/YusufCeng1z/svelte-gsap-template)** — Production-oriented, MIT-licensed creative agency landing page template built with Svelte 5, GSAP 3, and Tailwind CSS 4, featuring spatial typography and hardware-accelerated motion.
★ 36 · `gsap` `landing-page` `svelte` `tailwind`
- **[gentlerain.ai](https://github.com/manish-850/gentlerain.ai)** — Clone of the Gentlerain.ai Awwwards site built with GSAP, Three.js, and Lenis, showing WebGL and GSAP used together.
- ★ 32 · `gsap` `landing-page` `threejs` `webgl`
+ ★ 34 · `gsap` `landing-page` `threejs` `webgl`
- **[JeskoJets-ScrollAnimation](https://github.com/Thakuma07/JeskoJets-ScrollAnimation)** — Scroll animation that zooms into the hero area instead of sliding past it, for perspective and 3D transition effects.
★ 18 · `gsap` `landing-page` `scrolltrigger`
- **[threejs-gsap-scroller](https://github.com/TranHuuDat2004/threejs-gsap-scroller)** — Isolated example binding a Three.js 3D object to a ScrollTrigger timeline for scroll-controlled camera movement and 3D scenes.
@@ -120,99 +120,101 @@ npm run capture:demo
-AI Agent Tooling — 33 sources
+AI Agent Tooling — 34 sources
### Security & Pentesting
- **[strix](https://github.com/usestrix/strix)** — Open-source AI-powered penetration testing agent that autonomously finds and fixes application vulnerabilities.
- ★ 39,715 · Apache-2.0 · `ai-agent` `penetration-testing` `security` `python`
+ ★ 41,286 · Apache-2.0 · `ai-agent` `penetration-testing` `security` `python`
### Browser & GUI Agents
- **[chrome-devtools-mcp](https://github.com/ChromeDevTools/chrome-devtools-mcp)** — Official Chrome DevTools MCP server letting coding agents control and debug the browser directly.
- ★ 46,517 · Apache-2.0 · `mcp-server` `chrome-devtools` `debugging` `typescript`
+ ★ 46,883 · Apache-2.0 · `mcp-server` `chrome-devtools` `debugging` `typescript`
- **[page-agent](https://github.com/alibaba/page-agent)** — In-browser GUI agent from Alibaba that controls web interfaces via natural language.
- ★ 25,579 · MIT · `ai-agent` `browser-automation` `gui-agent` `javascript`
+ ★ 26,503 · MIT · `ai-agent` `browser-automation` `gui-agent` `javascript`
- **[smolagents/computer-agent](https://huggingface.co/spaces/smolagents/computer-agent)** — A Hugging Face Space for an AI agent designed to interact with a computer, featuring a web-based graphical user interface built with Gradio.
`ai-agent` `gui-agent` `automation` `gradio`
### Terminal & CLI Agents
- **[gemini-cli](https://github.com/google-gemini/gemini-cli)** — An open-source AI agent that integrates Google Gemini capabilities into the command-line interface.
- ★ 105,879 · Apache-2.0 · `ai-agent` `cli` `terminal` `mcp-server` `typescript` `gemini`
+ ★ 105,975 · Apache-2.0 · `ai-agent` `cli` `terminal` `mcp-server` `typescript` `gemini`
- **[herdr](https://github.com/ogulcancelik/herdr)** — High-performance Rust-based terminal multiplexer for running multiple AI agents at once.
- ★ 14,900 · NOASSERTION · `terminal-multiplexer` `ai-agent` `rust`
+ ★ 16,222 · NOASSERTION · `terminal-multiplexer` `ai-agent` `rust`
- **[agents-cli](https://github.com/google/agents-cli)** — Official Google CLI and skill pack specializing any coding assistant in building, evaluating, and deploying AI agents on Google Cloud.
- ★ 4,958 · Apache-2.0 · `google-cloud` `agent-development-kit` `cli`
+ ★ 5,102 · Apache-2.0 · `google-cloud` `agent-development-kit` `cli`
### MCP Servers
- **[unity-mcp](https://github.com/CoplayDev/unity-mcp)** — Bridges AI assistants with the Unity Editor to automate scene control and asset management.
- ★ 12,287 · MIT · `mcp-server` `unity` `game-development`
+ ★ 12,442 · MIT · `mcp-server` `unity` `game-development`
+- **[gitlab-mcp](https://gitlab.com/fforster/gitlab-mcp)** — This repository provides a server implementation for the Model Context Protocol (MCP) specifically designed for integration with GitLab.
+ `mcp-server` `ai-agent` `model-context-protocol` `gitlab`
### Local AI Tools
- **[terax-ai](https://github.com/crynta/terax-ai)** — A 7MB terminal-first local AI development workspace.
- ★ 8,421 · Apache-2.0 · `local-ai` `terminal` `lightweight`
+ ★ 8,467 · Apache-2.0 · `local-ai` `terminal` `lightweight`
### Claude Code Skills
- **[caveman](https://github.com/JuliusBrussee/caveman)** — Claude Code skill that reduces token usage by up to 65% via compressed, cavemen-style context.
- ★ 87,381 · MIT · `claude-code` `skill` `token-optimization` `javascript`
+ ★ 89,198 · MIT · `claude-code` `skill` `token-optimization` `javascript`
### Claude Code Plugins
- **[codex-plugin-cc](https://github.com/openai/codex-plugin-cc)** — Plugin that runs OpenAI Codex from within Claude Code, bridging two agent systems for delegation and review.
- ★ 27,212 · Apache-2.0 · `claude-code` `codex` `plugin` `agent-delegation`
+ ★ 28,479 · Apache-2.0 · `claude-code` `codex` `plugin` `agent-delegation`
- **[harness](https://github.com/revfactory/harness)** — Meta-skill plugin for Claude Code that designs domain-specific agent teams by architecture pattern and generates the skills they use.
- ★ 8,275 · Apache-2.0 · `claude-code` `agent-teams` `skills` `meta-skill`
+ ★ 8,334 · Apache-2.0 · `claude-code` `agent-teams` `skills` `meta-skill`
### Agent Harness
- **[ECC](https://github.com/affaan-m/ECC)** — Agent performance optimization system for Claude Code, Codex, and Cursor providing skills, instincts, and memory management.
- ★ 227,972 · MIT · `agent-harness` `skills` `memory` `claude-code` `codex` `cursor`
+ ★ 229,352 · MIT · `agent-harness` `skills` `memory` `claude-code` `codex` `cursor`
### Video
- **[video-use](https://github.com/browser-use/video-use)** — Automates video editing workflows using browser-use-powered coding agents.
- ★ 16,301 · MIT · `video-editing` `browser-use` `automation`
+ ★ 16,866 · MIT · `video-editing` `browser-use` `automation`
### Agent Apps
- **[career-ops](https://github.com/santifer/career-ops)** — Go-based AI-powered job search system built on Claude Code with a dashboard and 14 skill modes.
- ★ 59,402 · MIT · `job-search` `dashboard` `go` `ai-agent`
+ ★ 59,951 · MIT · `job-search` `dashboard` `go` `ai-agent`
- **[lenserfight](https://github.com/conectlens/lenserfight)** — Platform for parameterized prompts, AI-agent workflows, a community forum, and prompt battles.
★ 12 · MIT · `ai-agent` `prompt-engineering` `workflow-automation` `automation`
### Agent Frameworks
- **[openclaw](https://github.com/openclaw/openclaw)**
- ★ 382,401 · NOASSERTION · `ai-agent` `agent-framework`
+ ★ 382,868 · NOASSERTION · `ai-agent` `agent-framework`
- **[superpowers](https://github.com/obra/superpowers)** — Agentic skill framework and software development methodology.
- ★ 251,111 · MIT · `agent-framework` `skills` `software-development-methodology`
+ ★ 254,098 · MIT · `agent-framework` `skills` `software-development-methodology`
- **[hermes-agent](https://github.com/NousResearch/hermes-agent)** — Extensible AI agent with persistent memory designed to adapt to its user over time.
- ★ 212,366 · MIT · `ai-agent` `agent-framework` `llm` `memory`
+ ★ 214,408 · MIT · `ai-agent` `agent-framework` `llm` `memory`
- **[agency-agents](https://github.com/msitarzewski/agency-agents)** — End-to-end AI agency framework composed of specialized expert agents (frontend, community management, etc.).
- ★ 129,854 · MIT · `agent-framework` `multi-agent` `frontend` `community-management`
+ ★ 131,217 · MIT · `agent-framework` `multi-agent` `frontend` `community-management`
- **[ai-berkshire](https://github.com/xbtlin/ai-berkshire)** — Value-investing research framework for Claude Code and Codex combining multiple investor methodologies via a multi-agent architecture.
- ★ 12,429 · MIT · `claude-code` `codex` `value-investing` `multi-agent`
+ ★ 13,058 · MIT · `claude-code` `codex` `value-investing` `multi-agent`
- **[codec](https://github.com/AVADSA25/codec)** — An open-source intelligent command layer and framework for building and running local AI agents, supporting voice interaction and self-hosted deployments.
★ 101 · MIT · `ai-agent` `agent-framework` `local-ai` `self-hosted` `macos` `python`
### Agent Infrastructure
- **[OmniRoute](https://github.com/diegosouzapw/OmniRoute)** — Free AI gateway for coding assistants routing 200+ LLM providers through one endpoint, with token compression and MCP/A2A support.
- ★ 14,471 · MIT · `llm-gateway` `mcp` `a2a` `token-compression`
+ ★ 16,975 · MIT · `llm-gateway` `mcp` `a2a` `token-compression`
- **[CubeSandbox](https://github.com/TencentCloud/CubeSandbox)** — Tencent Cloud's open-source sandbox for running AI agents in concurrent, secure, isolated environments.
- ★ 9,392 · NOASSERTION · `sandbox` `agent-infrastructure` `tencent-cloud` `rust`
+ ★ 10,035 · NOASSERTION · `sandbox` `agent-infrastructure` `tencent-cloud` `rust`
- **[agent-toolkit-for-aws](https://github.com/aws/agent-toolkit-for-aws)** — Officially supported MCP servers and plugin pack for AI coding agents to interact with AWS services.
- ★ 1,806 · Apache-2.0 · `aws` `mcp` `agent-toolkit`
+ ★ 1,836 · Apache-2.0 · `aws` `mcp` `agent-toolkit`
### Data Access & Research
- **[Agent-Reach](https://github.com/Panniantong/Agent-Reach)** — Capability layer giving AI agents zero-fee read/search access to Twitter, Reddit, YouTube, GitHub, and more.
- ★ 54,042 · MIT · `ai-agent` `web-search` `social-media` `cli`
+ ★ 55,920 · MIT · `ai-agent` `web-search` `social-media` `cli`
- **[hiring-agent](https://github.com/interviewstreet/hiring-agent)** — AI agent that autonomously reads, evaluates, and scores resumes for hiring workflows.
- ★ 5,346 · MIT · `hiring` `resume-parsing` `ai-agent`
+ ★ 5,776 · MIT · `hiring` `resume-parsing` `ai-agent`
### Design & UI Generation
- **[ai-website-cloner-template](https://github.com/JCodesMore/ai-website-cloner-template)** — Template that uses AI coding agents to analyze and clone a website's design into a modern Next.js/Tailwind project.
- ★ 27,267 · MIT · `nextjs` `tailwind` `website-cloning` `coding-agent`
+ ★ 28,167 · MIT · `nextjs` `tailwind` `website-cloning` `coding-agent`
- **[design.md](https://github.com/google-labs-code/design.md)** — Google Labs format for conveying design systems and visual identity to coding agents via combined YAML/Markdown files.
- ★ 25,541 · Apache-2.0 · `design-system` `yaml` `coding-agent` `ui-generation`
+ ★ 25,854 · Apache-2.0 · `design-system` `yaml` `coding-agent` `ui-generation`
- **[openpencil](https://github.com/ZSeven-W/openpencil)** — Open-source AI vector design tool turning natural-language prompts into UI designs, with code output for React, Tailwind, Flutter, and SwiftUI.
- ★ 3,999 · MIT · `design-as-code` `vector-design` `ui-generation` `multi-agent`
+ ★ 4,050 · MIT · `design-as-code` `vector-design` `ui-generation` `multi-agent`
### Data & Document Processing
- **[MinerU](https://github.com/opendatalab/MinerU)** — Document parsing engine converting PDF/DOCX/PPTX into Markdown/JSON for RAG and agent workflows, with VLM/OCR support.
- ★ 74,113 · NOASSERTION · `document-parsing` `rag` `ocr` `pdf`
+ ★ 74,525 · NOASSERTION · `document-parsing` `rag` `ocr` `pdf`
### Multi-Agent Research
- **[awesome-multi-agent-papers](https://github.com/kyegomez/awesome-multi-agent-papers)** — A curated list of notable research papers on multi-agent LLM systems, maintained by kyegomez.
@@ -220,7 +222,7 @@ npm run capture:demo
### Workflow Automation
- **[n8n](https://github.com/n8n-io/n8n)** — Fair-code workflow automation platform with native AI capabilities, 400+ integrations, and self-hosting.
- ★ 195,893 · NOASSERTION · `workflow-automation` `automation` `low-code` `self-hosted`
+ ★ 196,360 · NOASSERTION · `workflow-automation` `automation` `low-code` `self-hosted`
@@ -229,7 +231,7 @@ npm run capture:demo
### Containers
- **[container](https://github.com/apple/container)** — Apple's official open-source tool for creating and running Linux containers as lightweight VMs on macOS, optimized for Apple Silicon.
- ★ 47,336 · Apache-2.0 · `containers` `macos` `apple-silicon` `swift` `oci`
+ ★ 47,729 · Apache-2.0 · `containers` `macos` `apple-silicon` `swift` `oci`
@@ -303,7 +305,7 @@ npm run capture:demo
### API Clients & Testing
- **[hoppscotch](https://github.com/hoppscotch/hoppscotch)** — Hoppscotch is an open-source API development ecosystem providing tools for testing and developing APIs across web, desktop, and CLI environments. It serves as an alternative to proprietary API clients like Postman and Insomnia.
- ★ 79,773 · MIT · `cli` `typescript` `api` `api-client` `api-testing` `developer-tool`
+ ★ 79,807 · MIT · `cli` `typescript` `api` `api-client` `api-testing` `developer-tool`
### Web Frameworks
- **[NestJS](https://github.com/nestjs/nest)** — Progressive Node.js framework for building efficient, scalable server-side applications with TypeScript.
@@ -370,11 +372,11 @@ npm run capture:demo
-Machine Learning & Data Science — 21 sources
+Machine Learning & Data Science — 22 sources
### Machine Learning Frameworks
- **[tensorflow](https://github.com/tensorflow/tensorflow)** — TensorFlow is an open-source machine learning framework designed for everyone, supporting deep learning and neural networks. It provides tools for building and deploying machine learning models, including capabilities for distributed computing.
- ★ 196,207 · Apache-2.0 · `python` `machine-learning` `deep-learning` `neural-network` `framework` `distributed-computing`
+ ★ 196,322 · Apache-2.0 · `python` `machine-learning` `deep-learning` `neural-network` `framework` `distributed-computing`
### Deep Learning Frameworks
- **[Transformers](https://github.com/huggingface/transformers)** — A library of pretrained deep learning models and utilities for natural language processing, computer vision, and audio tasks.
@@ -429,6 +431,10 @@ npm run capture:demo
★ 13,233 · BSD-3-Clause · `jupyter` `notebook` `interactive-computing` `python`
### Natural Language Processing
+#### Large Language Models
+- **[google/datagemma-rag-27b-it](https://huggingface.co/google/datagemma-rag-27b-it)** — A finetuned Gemma 2 27B large language model from Google, designed for text generation and conversational AI. It is optimized for Retrieval Augmented Generation (RAG) tasks.
+ `transformers` `llm` `nlp` `pretrained-models` `rag` `artificial-intelligence`
+
- **[spaCy](https://github.com/explosion/spaCy)** — An industrial-strength natural language processing library for Python featuring tokenization, tagging, parsing, and named entity recognition.
★ 33,719 · MIT · `nlp` `python` `text-processing` `linguistics`
@@ -486,7 +492,7 @@ npm run capture:demo
### AI Algorithm Projects
- **[Decentralized & Collaborative AI on Blockchain](https://github.com/microsoft/0xDeCA10B)** — A framework to host and train publicly available machine learning models in smart contracts with incentive mechanisms encouraging good-quality training data.
- ★ 607 · MIT · `decentralized-ai` `smart-contract` `collaborative-ml`
+ ★ 608 · MIT · `decentralized-ai` `smart-contract` `collaborative-ml`
- **[Danku](https://github.com/algorithmiaio/danku)** — A blockchain-based protocol for evaluating and purchasing ML models on a public blockchain such as Ethereum.
★ 147 · `decentralized-ai` `ethereum` `smart-contract`
diff --git a/agent-attestation.json b/agent-attestation.json
index 94e9839..977c6a5 100644
--- a/agent-attestation.json
+++ b/agent-attestation.json
@@ -1,10 +1,10 @@
{
"schemaVersion": 1,
"agentId": "awesome-repo-graph-curator",
- "producedAt": "2026-07-10T06:40:27.769Z",
+ "producedAt": "2026-07-14T06:23:45.336Z",
"subject": {
- "sources.json": "sha256:5bdf1f0b56a19b4df6c0ecb0214a5b59d5bc86a2b41a1af36074c6d3add03936",
- "README.MD": "sha256:844c93caa16c8b0c04b9fd7cc1b90ac27c92b66917edb2b242a22a06f98bfd58"
+ "sources.json": "sha256:30bfde1cc86fea422c218d13160787a6865854b2ca406f48aa08c9b6db573839",
+ "README.MD": "sha256:a825c1f3fb375f969e246ea3075b95c23b17ba0f6d65232d329b985a60e9d603"
},
"mechanical": {
"validated": true,
@@ -13,6 +13,6 @@
"signature": {
"algorithm": "ed25519",
"keyId": "curator-2026",
- "value": "6U9Jov0BQTKkR11KMp4nWB/eZmEXc80IKNSzcT4x9ZhcWgfgRgchnA52c5C+ASI47iyfTDqgicQlWfandH7eCQ=="
+ "value": "jaGYjZpOusXJrB25fzjIOYq0uGDC6Vfwz+RIecpbeEz5GC8W7UIYaDKioa53GqxNNGz+4sv7S9SIbmJ0T/SzBg=="
}
}
diff --git a/curator/src/state/embeddings.json b/curator/src/state/embeddings.json
index 5def1ce..361150d 100644
--- a/curator/src/state/embeddings.json
+++ b/curator/src/state/embeddings.json
@@ -15428,6 +15428,272 @@
],
"updatedAt": "2026-07-10T06:39:58.782Z"
},
+ {
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+ "canonicalUrl": "https://gitlab.com/fforster/gitlab-mcp",
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diff --git a/curator/src/state/rejected.json b/curator/src/state/rejected.json
index d11f018..5393be2 100644
--- a/curator/src/state/rejected.json
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diff --git a/curator/state/last-run.json b/curator/state/last-run.json
index 278bff0..9fe0801 100644
--- a/curator/state/last-run.json
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@@ -1,3 +1,3 @@
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diff --git a/curator/state/token-ledger.json b/curator/state/token-ledger.json
index ab012c2..dd8ef7c 100644
--- a/curator/state/token-ledger.json
+++ b/curator/state/token-ledger.json
@@ -86,6 +86,35 @@
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diff --git a/sources.json b/sources.json
index ca6473c..58b225c 100644
--- a/sources.json
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