diff --git a/README.MD b/README.MD
index 52841ec..bafe670 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`
+ ★ 1,031 · `gsap` `landing-page`
- **[jsm_gta_vi_landing](https://github.com/adrianhajdin/jsm_gta_vi_landing)**
- ★ 196 · `gsap` `landing-page`
+ ★ 198 · `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`
+ ★ 133 · `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`
+ ★ 72 · `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`
+ ★ 41 · `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.
@@ -120,107 +120,109 @@ 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`
+ ★ 42,647 · 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`
+ ★ 47,191 · 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`
+ ★ 27,169 · 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`
+ ★ 106,074 · 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`
+ ★ 18,375 · 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`
+ ★ 5,225 · 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`
+ ★ 12,672 · MIT · `mcp-server` `unity` `game-development`
+- **[gitlab-mcp](https://gitlab.com/fforster/gitlab-mcp)** — A server implementation for the Model Context Protocol (MCP) designed for integration with GitLab.
+ `ai-agent` `mcp` `mcp-server` `protocol`
### 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`
+ ★ 8,541 · 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`
+ ★ 90,833 · 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`
+ ★ 29,333 · 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`
+ ★ 8,414 · 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`
+ ★ 231,224 · 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`
+ ★ 17,271 · 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`
+ ★ 60,615 · 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`
+ ★ 13 · MIT · `ai-agent` `prompt-engineering` `workflow-automation` `automation`
### Agent Frameworks
- **[openclaw](https://github.com/openclaw/openclaw)**
- ★ 382,401 · NOASSERTION · `ai-agent` `agent-framework`
+ ★ 383,488 · 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`
+ ★ 257,548 · 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`
+ ★ 217,240 · 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`
+ ★ 133,894 · 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`
+ ★ 13,381 · 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`
+ ★ 20,240 · 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`
+ ★ 10,486 · 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`
+ ★ 1,978 · 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`
+ ★ 58,133 · 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`
+ ★ 6,185 · 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`
+ ★ 28,810 · 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`
+ ★ 26,098 · 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`
+ ★ 4,161 · 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`
+ ★ 75,110 · 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.
- ★ 1,604 · NOASSERTION · `multi-agent` `llm` `ai-agent`
+ ★ 1,616 · NOASSERTION · `multi-agent` `llm` `ai-agent`
### 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`
+ ★ 197,071 · 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`
+ ★ 48,029 · Apache-2.0 · `containers` `macos` `apple-silicon` `swift` `oci`
@@ -242,13 +244,13 @@ npm run capture:demo
### Game Engines
- **[Godot](https://github.com/godotengine/godot)** — Full-featured cross-platform game engine supporting 2D and 3D development with its own scripting language and editor.
- ★ 113,866 · MIT · `game-engine` `2d` `3d` `open-source`
+ ★ 114,359 · MIT · `game-engine` `2d` `3d` `open-source`
- **[Bevy](https://github.com/bevyengine/bevy)** — Data-driven game engine written in Rust built around a built-in entity component system.
- ★ 47,086 · Apache-2.0 · `game-engine` `rust` `ecs`
+ ★ 47,245 · Apache-2.0 · `game-engine` `rust` `ecs`
### 2D Frameworks
- **[Phaser](https://github.com/phaserjs/phaser)** — Fast, free HTML5 game framework for building 2D games that run in desktop and mobile browsers.
- ★ 39,927 · MIT · `2d` `javascript` `html5` `webgl`
+ ★ 39,993 · MIT · `2d` `javascript` `html5` `webgl`
- **[raylib](https://github.com/raysan5/raylib)** — Simple and easy-to-use C library for programming games, with 2D and 3D rendering support.
★ 33,746 · Zlib · `c` `simple` `2d` `3d`
- **[libGDX](https://github.com/libgdx/libgdx)** — Cross-platform Java game development framework for desktop, Android, iOS, and web.
@@ -303,23 +305,23 @@ 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`
+ ★ 79,834 · 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.
- ★ 76,131 · MIT · `typescript` `node` `web-framework` `dependency-injection`
+ ★ 76,153 · MIT · `typescript` `node` `web-framework` `dependency-injection`
- **[Fiber](https://github.com/gofiber/fiber)** — Go web framework inspired by Express, built on top of fasthttp for high performance.
- ★ 39,936 · MIT · `go` `web-framework` `http` `fasthttp`
+ ★ 39,989 · MIT · `go` `web-framework` `http` `fasthttp`
- **[Encore](https://github.com/encoredev/encore)** — Backend development platform for building type-safe distributed systems with built-in infrastructure provisioning.
- ★ 12,132 · MPL-2.0 · `go` `typescript` `backend-framework` `infrastructure-as-code`
+ ★ 12,170 · MPL-2.0 · `go` `typescript` `backend-framework` `infrastructure-as-code`
### Databases
- **[etcd](https://github.com/etcd-io/etcd)** — Distributed, reliable key-value store used for shared configuration and service discovery.
- ★ 51,965 · Apache-2.0 · `database` `distributed` `key-value-store` `consensus` `raft`
+ ★ 52,007 · Apache-2.0 · `database` `distributed` `key-value-store` `consensus` `raft`
- **[ClickHouse](https://github.com/ClickHouse/ClickHouse)** — Column-oriented database management system for real-time analytics with SQL support.
- ★ 48,555 · Apache-2.0 · `database` `olap` `columnar` `analytics` `sql`
+ ★ 48,730 · Apache-2.0 · `database` `olap` `columnar` `analytics` `sql`
- **[Dgraph](https://github.com/dgraph-io/dgraph)** — Distributed graph database with native GraphQL query support built for horizontal scalability.
- ★ 21,733 · Apache-2.0 · `database` `graph-database` `distributed` `graphql`
+ ★ 21,741 · Apache-2.0 · `database` `graph-database` `distributed` `graphql`
- **[QuestDB](https://github.com/questdb/questdb)** — High-performance time-series database with SQL support optimized for fast ingestion and analytics.
★ 17,164 · Apache-2.0 · `database` `time-series` `sql` `analytics`
- **[TiKV](https://github.com/tikv/tikv)** — Distributed transactional key-value database written in Rust, originally created to complement TiDB.
@@ -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`
+ ★ 196,386 · 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..ba87432 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": "2026-07-20T00:11:48.763Z",
"subject": {
- "sources.json": "sha256:5bdf1f0b56a19b4df6c0ecb0214a5b59d5bc86a2b41a1af36074c6d3add03936",
- "README.MD": "sha256:844c93caa16c8b0c04b9fd7cc1b90ac27c92b66917edb2b242a22a06f98bfd58"
+ "sources.json": "sha256:14625df0c5c317acfc1fef2ba5e86261f5c9397815979df54ab847e56e215a6c",
+ "README.MD": "sha256:4fd44597dd175303c65a946beb573096e9e54c92c1f1834ec1f468d66770d678"
},
"mechanical": {
"validated": true,
@@ -13,6 +13,6 @@
"signature": {
"algorithm": "ed25519",
"keyId": "curator-2026",
- "value": "6U9Jov0BQTKkR11KMp4nWB/eZmEXc80IKNSzcT4x9ZhcWgfgRgchnA52c5C+ASI47iyfTDqgicQlWfandH7eCQ=="
+ "value": "yVGbnnEOlEmABbys2xDx6D4I8sLTwLKKSN4q5tPfIoVoFy4z7mRy0IhngbvBqN0vMvVYQSbJNSdnNhi3g9pnBw=="
}
}
diff --git a/curator/src/state/embeddings.json b/curator/src/state/embeddings.json
index 5def1ce..8a7094f 100644
--- a/curator/src/state/embeddings.json
+++ b/curator/src/state/embeddings.json
@@ -15428,6 +15428,272 @@
],
"updatedAt": "2026-07-10T06:39:58.782Z"
},
+ {
+ "sourceId": "gitlab-com-fforster-gitlab-mcp",
+ "canonicalUrl": "https://gitlab.com/fforster/gitlab-mcp",
+ "textHash": "9f802ded",
+ "model": "gemini-embedding-001",
+ "dimensions": 256,
+ "vector": [
+ 0.0029070822056382895,
+ 0.023875642567873,
+ 0.024522744119167328,
+ -0.06366979330778122,
+ -0.023785363882780075,
+ -0.006471015512943268,
+ 0.012069173157215118,
+ 0.0018678454216569662,
+ 0.006585380528122187,
+ 0.019320327788591385,
+ -0.018099166452884674,
+ -0.020697923377156258,
+ 0.024031857028603554,
+ 0.01802842505276203,
+ 0.1348239779472351,
+ 0.0082891546189785,
+ 0.013405886478722095,
+ 0.01686214469373226,
+ 0.019196443259716034,
+ -0.013403313234448433,
+ 0.0002603908069431782,
+ 0.004460195079445839,
+ -0.00040577040635980666,
+ -0.003657615277916193,
+ 0.0048998091369867325,
+ 0.00656267860904336,
+ 0.009089576080441475,
+ -0.005126459989696741,
+ 0.04907533898949623,
+ 0.002383860293775797,
+ -0.02632857859134674,
+ 0.0080678416416049,
+ -0.011567478999495506,
+ -0.010201952420175076,
+ -0.003987032920122147,
+ -0.00047474392340518534,
+ 0.012515490874648094,
+ -0.005522056017071009,
+ 0.021213682368397713,
+ -0.0022451544646173716,
+ 0.005762133747339249,
+ 0.01880069077014923,
+ 0.001006089267320931,
+ 0.0020100055262446404,
+ 0.005228945519775152,
+ 0.04447324946522713,
+ -0.008692407980561256,
+ -0.031930990517139435,
+ -0.017144128680229187,
+ -0.0017883334076032043,
+ -0.03373344987630844,
+ 0.01403521467000246,
+ 0.0005873010959476233,
+ -0.15186837315559387,
+ 0.006342279724776745,
+ 0.009661644697189331,
+ 0.008039898239076138,
+ 0.0037251748144626617,
+ 0.04186158999800682,
+ -0.016094712540507317,
+ 0.0066321310587227345,
+ -0.013555468991398811,
+ 0.004168057348579168,
+ -0.0016792016103863716,
+ -0.00011953929788433015,
+ 0.017604442313313484,
+ 0.01432951632887125,
+ -0.007176547311246395,
+ -0.004268362652510405,
+ -0.0023167321924120188,
+ -0.016510529443621635,
+ 0.018676068633794785,
+ -0.0011718604946509004,
+ -0.023656239733099937,
+ 0.02861076220870018,
+ -0.017477136105298996,
+ -0.016364194452762604,
+ 0.007809632923454046,
+ 0.018383203074336052,
+ 0.030433764681220055,
+ 0.00887419655919075,
+ -0.022849995642900467,
+ -0.01413955632597208,
+ -0.004137146752327681,
+ -0.009158458560705185,
+ 0.012007156386971474,
+ -0.006630736868828535,
+ 0.012866045348346233,
+ -0.017062319442629814,
+ 0.00461159460246563,
+ 0.013540775515139103,
+ 0.027825212106108665,
+ 0.03407995030283928,
+ 0.017104199156165123,
+ -0.026950137689709663,
+ -0.0046166060492396355,
+ -0.017789451405405998,
+ -0.0151584567502141,
+ 0.00527153117582202,
+ 0.009213430806994438,
+ -0.023450464010238647,
+ 0.00243422226049006,
+ 0.00858998578041792,
+ 0.0037957350723445415,
+ 0.03259217366576195,
+ -0.01315357256680727,
+ -0.004821964539587498,
+ -0.005985343363136053,
+ 0.0034504886716604233,
+ 0.013366883620619774,
+ 0.029152745380997658,
+ -0.021456686779856682,
+ 0.021771255880594254,
+ 0.009212694130837917,
+ -0.008284356445074081,
+ -0.12440992146730423,
+ 0.027088744565844536,
+ -0.0014081784756854177,
+ 0.02300143614411354,
+ -0.008429703302681446,
+ -0.022860776633024216,
+ 0.005365459714084864,
+ 0.01748902164399624,
+ 0.02429591864347458,
+ -0.00011202130554011092,
+ -0.0005072953063063323,
+ 0.002005035523325205,
+ 0.009012131951749325,
+ -0.0015030608046799898,
+ 0.012017684988677502,
+ -0.0047022090293467045,
+ -0.015880903229117393,
+ -0.0012021822622045875,
+ 0.03354800492525101,
+ 0.016205279156565666,
+ -0.0011487497249618173,
+ -0.0053532118909060955,
+ -0.0007939143106341362,
+ -0.027993449941277504,
+ -0.015577036887407303,
+ 0.00841539353132248,
+ 0.031228961423039436,
+ 0.0160845760256052,
+ -0.01660148613154888,
+ -0.03485596179962158,
+ -0.022479811683297157,
+ -0.05239149183034897,
+ 0.006551497615873814,
+ -0.007095994893461466,
+ -0.03667878359556198,
+ -0.012023366056382656,
+ -0.002895909361541271,
+ 0.00897601805627346,
+ -0.01790146343410015,
+ -0.013231050223112106,
+ -0.026788078248500824,
+ -0.0037281110417097807,
+ -0.01076112687587738,
+ 0.0012308803852647543,
+ 0.030969003215432167,
+ 0.012710228562355042,
+ -0.0008790101855993271,
+ -0.0021405089646577835,
+ 0.02253577671945095,
+ -0.0034170346334576607,
+ 0.014749807305634022,
+ 0.029445432126522064,
+ -0.020110154524445534,
+ -0.004134252667427063,
+ 0.011180337518453598,
+ -0.0032467080745846033,
+ -0.04187102988362312,
+ 0.004224685486406088,
+ -0.008438234217464924,
+ 0.0050173792988061905,
+ -0.0027478730771690607,
+ 0.0070004151202738285,
+ 0.02952534146606922,
+ 0.000782938557676971,
+ -0.03093835711479187,
+ 0.001778924954123795,
+ 0.03958147019147873,
+ -0.014173068106174469,
+ 0.006394274067133665,
+ 0.008581957779824734,
+ -0.011975657194852829,
+ -0.033802349120378494,
+ -0.006126980297267437,
+ 0.02626824751496315,
+ 0.01219189539551735,
+ 0.02613668516278267,
+ -0.008931521326303482,
+ -0.003181811887770891,
+ 0.004148948937654495,
+ 0.01948542334139347,
+ -0.0009553124546073377,
+ -0.00010369481606176123,
+ -0.016913149505853653,
+ -0.013214439153671265,
+ 0.03124409168958664,
+ 0.004673356655985117,
+ -0.030505115166306496,
+ 0.005040239077061415,
+ -0.0270700566470623,
+ -0.010378972627222538,
+ 0.010354403406381607,
+ 0.0016922130016610026,
+ -0.03329385817050934,
+ 0.012251614592969418,
+ -0.0018552403198555112,
+ -0.015849607065320015,
+ -0.022218776866793633,
+ 0.02233199216425419,
+ 0.0020253334660083055,
+ 0.006536439526826143,
+ -0.018667489290237427,
+ -0.0030620270408689976,
+ -0.002365614753216505,
+ 0.008228576742112637,
+ -0.026506774127483368,
+ 0.016427520662546158,
+ 0.006951197516173124,
+ 0.006697103381156921,
+ 0.009537151083350182,
+ 0.00728866970166564,
+ -0.0065376171842217445,
+ -0.03692137077450752,
+ -0.006704774219542742,
+ -0.027337683364748955,
+ -0.005727591458708048,
+ 0.026914868503808975,
+ 0.0169790331274271,
+ -0.003281684359535575,
+ -0.0030860844999551773,
+ 0.013586980290710926,
+ -0.03549686819314957,
+ -0.0034025765489786863,
+ 0.02772950567305088,
+ 0.008940312080085278,
+ 0.0446641631424427,
+ -0.011993113905191422,
+ -0.003101555397734046,
+ 0.010915633291006088,
+ 0.022465532645583153,
+ 0.00642157020047307,
+ 0.0018804357387125492,
+ 0.016083111986517906,
+ 0.010539156384766102,
+ 0.0020921300165355206,
+ 0.0032203940209001303,
+ 0.0024351980537176132,
+ 0.006211002357304096,
+ -0.018295148387551308,
+ -0.00611450057476759,
+ -0.008991185575723648,
+ -0.000585863075684756
+ ],
+ "updatedAt": "2026-07-20T00:11:24.700Z"
+ },
{
"sourceId": "gitlab-com-ntninja-user-agent-switcher",
"canonicalUrl": "https://gitlab.com/ntninja/user-agent-switcher",
@@ -18620,6 +18886,272 @@
],
"updatedAt": "2026-07-05T16:11:22.465Z"
},
+ {
+ "sourceId": "huggingface-co-google-datagemma-rag-27b-it",
+ "canonicalUrl": "https://huggingface.co/google/datagemma-rag-27b-it",
+ "textHash": "2e92cbbe",
+ "model": "gemini-embedding-001",
+ "dimensions": 256,
+ "vector": [
+ -0.008147068321704865,
+ -0.003024985082447529,
+ 0.016038862988352776,
+ -0.0649440735578537,
+ -0.025966063141822815,
+ -0.002505624433979392,
+ -0.0035911963786929846,
+ 0.00641136197373271,
+ 0.015311963856220245,
+ 0.005300587508827448,
+ -0.008322185836732388,
+ -0.017938319593667984,
+ 0.030862178653478622,
+ -0.014084551483392715,
+ 0.1500522494316101,
+ 0.021191302686929703,
+ 0.0014541205018758774,
+ 0.014109249226748943,
+ 0.013121401891112328,
+ -0.012168903835117817,
+ 0.017787784337997437,
+ 0.004338106606155634,
+ -0.02216086909174919,
+ -0.006790272891521454,
+ -0.010579635389149189,
+ -0.011113835498690605,
+ 0.024577563628554344,
+ -0.011695899069309235,
+ 0.056508321315050125,
+ 0.02168169803917408,
+ -0.017798079177737236,
+ -0.012753349728882313,
+ 0.014057114720344543,
+ 0.014452173374593258,
+ 0.004538444802165031,
+ -0.014693531207740307,
+ 0.013706263154745102,
+ 0.002232948550954461,
+ 0.003603470977395773,
+ 0.016530539840459824,
+ 0.014709392562508583,
+ -0.009337088093161583,
+ 0.007867143489420414,
+ -0.03429583087563515,
+ -0.014797056093811989,
+ -0.018905803561210632,
+ -0.011060901917517185,
+ -0.031133586540818214,
+ -0.020301315933465958,
+ 0.010074145160615444,
+ -0.014428852126002312,
+ -0.0027977456338703632,
+ 0.0038277332205325365,
+ -0.170936718583107,
+ 0.03443501144647598,
+ 0.009083662182092667,
+ -0.004484234377741814,
+ 0.0191560797393322,
+ -0.0038406215608119965,
+ -0.0008934058132581413,
+ -0.002780499402433634,
+ 0.028347743675112724,
+ -0.0042587341740727425,
+ -0.012343382462859154,
+ 0.02183176577091217,
+ -0.010449056513607502,
+ 0.004421146120876074,
+ -0.01500501949340105,
+ -0.011943042278289795,
+ -0.019171584397554398,
+ 0.01399984210729599,
+ -0.023578118532896042,
+ 0.016302671283483505,
+ -0.01656809262931347,
+ -0.004294980317354202,
+ -0.038782235234975815,
+ 0.03794309124350548,
+ 0.002976740011945367,
+ 0.003143943613395095,
+ 0.027105525135993958,
+ -0.0009265930275432765,
+ -0.0008136525866575539,
+ -0.022577527910470963,
+ -0.012565414421260357,
+ -0.010829053819179535,
+ 0.009059571661055088,
+ -0.01221857126802206,
+ 0.0040384987369179726,
+ 0.018156059086322784,
+ -0.008641908876597881,
+ -0.005075723398476839,
+ 0.018374620005488396,
+ 0.021517174318432808,
+ 0.040815144777297974,
+ -0.01002808753401041,
+ -0.03613888472318649,
+ 0.018201904371380806,
+ 0.001487329020164907,
+ -0.010168157517910004,
+ 0.0027442441787570715,
+ -0.02702966146171093,
+ -0.009207287803292274,
+ -0.007373906672000885,
+ 0.014940837398171425,
+ 0.007482542190700769,
+ -0.003832905786111951,
+ 0.009484010748565197,
+ 0.00044689892092719674,
+ -0.02728336490690708,
+ 0.01621280424296856,
+ 0.025626735761761665,
+ -0.01113182120025158,
+ 0.00669516809284687,
+ 0.009888682514429092,
+ 0.010390139184892178,
+ -0.12057297676801682,
+ 0.030857058241963387,
+ 0.002318719634786248,
+ -0.007962270639836788,
+ 0.004927854053676128,
+ -0.021245794370770454,
+ 0.030269689857959747,
+ 0.017348796129226685,
+ 0.025369057431817055,
+ 0.007925883866846561,
+ -0.024480869993567467,
+ 0.018835563212633133,
+ -0.017910992726683617,
+ -0.03261866420507431,
+ 0.0355541929602623,
+ -0.011363995261490345,
+ 0.010669616982340813,
+ 0.02312256023287773,
+ 0.009761948138475418,
+ -0.016141973435878754,
+ 0.010294080711901188,
+ 0.009877655655145645,
+ -0.01247559953480959,
+ 0.0009242998203262687,
+ 0.001980424392968416,
+ 0.0014710617251694202,
+ 0.021362118422985077,
+ 0.014262084849178791,
+ 0.005600717384368181,
+ -0.02431745082139969,
+ -0.01069677621126175,
+ -0.03894835337996483,
+ 0.01750025525689125,
+ -0.0032478291541337967,
+ -0.02308656834065914,
+ 0.00741463853046298,
+ 0.008499016053974628,
+ -0.012737339362502098,
+ 0.0035414176527410746,
+ -0.011099688708782196,
+ -0.030833004042506218,
+ 0.00005848160799359903,
+ 0.02914390154182911,
+ 0.00479208305478096,
+ 0.01709749549627304,
+ -0.02502208761870861,
+ -0.032013945281505585,
+ -0.0015333810588344932,
+ 0.02307802252471447,
+ 0.01464194804430008,
+ 0.015912817791104317,
+ -0.0006306550349108875,
+ 0.0008517636451870203,
+ 0.0036903840955346823,
+ 0.01751052215695381,
+ 0.014234618283808231,
+ -0.004908654373139143,
+ -0.018638700246810913,
+ 0.012629290111362934,
+ -0.0026955646462738514,
+ -0.00393364392220974,
+ 0.02423121966421604,
+ -0.02310866303741932,
+ -0.004693405237048864,
+ -0.016698382794857025,
+ 0.018839547410607338,
+ 0.020334187895059586,
+ -0.02322540245950222,
+ -0.03407453000545502,
+ -0.00591525761410594,
+ 0.00796474888920784,
+ -0.010654385201632977,
+ -0.010164869949221611,
+ 0.01604110561311245,
+ 0.008949991315603256,
+ -0.030850350856781006,
+ 0.0011319416807964444,
+ 0.018188485875725746,
+ -0.0023837864864617586,
+ -0.020581023767590523,
+ -0.015012391842901707,
+ -0.018397405743598938,
+ 0.022153755649924278,
+ -0.017225245013833046,
+ 0.0330505333840847,
+ 0.009611274115741253,
+ -0.009181583300232887,
+ 0.005821974482387304,
+ -0.0005279518663883209,
+ 0.019517313688993454,
+ -0.00002772733751044143,
+ -0.010858912020921707,
+ -0.04135119542479515,
+ 0.009602885693311691,
+ 0.0014261545147746801,
+ 0.0007145790150389075,
+ -0.01890246570110321,
+ -0.002068558009341359,
+ -0.011679491028189659,
+ -0.001131485914811492,
+ -0.013301570899784565,
+ -0.0017962930724024773,
+ -0.026482410728931427,
+ 0.019135233014822006,
+ 0.00044278637506067753,
+ -0.006276300642639399,
+ -0.00295918807387352,
+ 0.016284264624118805,
+ 0.01446978747844696,
+ -0.013189555145800114,
+ -0.01772613823413849,
+ -0.030720973387360573,
+ -0.014952635392546654,
+ 0.004941015038639307,
+ 0.011186332441866398,
+ 0.0019768336787819862,
+ 0.04484373331069946,
+ 0.0002344310487387702,
+ -0.006629645358771086,
+ 0.0015632001450285316,
+ -0.012393422424793243,
+ -0.011621002107858658,
+ -0.011136641725897789,
+ 0.016673890873789787,
+ -0.0026848313864320517,
+ -0.004929292947053909,
+ 0.00950927846133709,
+ -0.000734497734811157,
+ 0.0001646494201850146,
+ 0.031237974762916565,
+ -0.017148474231362343,
+ 0.022974807769060135,
+ -0.012430479750037193,
+ -0.029596591368317604,
+ 0.019254587590694427,
+ -0.013322703540325165,
+ -0.0028429129160940647,
+ 0.010665816254913807,
+ -0.0027065735775977373,
+ -0.009281267412006855,
+ 0.005377562716603279
+ ],
+ "updatedAt": "2026-07-20T00:11:35.364Z"
+ },
{
"sourceId": "huggingface-co-spaces-smolagents-computer-agent",
"canonicalUrl": "https://huggingface.co/spaces/smolagents/computer-agent",
diff --git a/curator/src/state/rejected.json b/curator/src/state/rejected.json
index d11f018..4719b30 100644
--- a/curator/src/state/rejected.json
+++ b/curator/src/state/rejected.json
@@ -43,9 +43,9 @@
{
"canonicalUrl": "https://github.com/n8n-io/n8n",
"githubId": 193215554,
- "evaluatedAt": "2026-07-06T06:55:45.172Z",
+ "evaluatedAt": "2026-07-20T00:11:06.640Z",
"reasonCode": "duplicate-of-existing",
- "metadataFingerprint": "fp_29ccc59",
+ "metadataFingerprint": "fp_90bbab99",
"reconsiderAt": null
},
{
@@ -59,9 +59,9 @@
{
"canonicalUrl": "https://github.com/NousResearch/hermes-agent",
"githubId": 1024554267,
- "evaluatedAt": "2026-07-10T06:39:59.271Z",
+ "evaluatedAt": "2026-07-20T00:11:05.718Z",
"reasonCode": "duplicate-of-existing",
- "metadataFingerprint": "fp_bce0e536",
+ "metadataFingerprint": "fp_663387c1",
"reconsiderAt": null
},
{
@@ -120,12 +120,28 @@
"metadataFingerprint": "fp_25a19df2",
"reconsiderAt": "2026-07-19T15:06:43.470Z"
},
+ {
+ "canonicalUrl": "https://gitlab.com/ntninja/user-agent-switcher",
+ "githubId": null,
+ "evaluatedAt": "2026-07-20T00:11:05.891Z",
+ "reasonCode": "duplicate-of-existing",
+ "metadataFingerprint": "fp_b29e407e",
+ "reconsiderAt": null
+ },
+ {
+ "canonicalUrl": "https://huggingface.co/spaces/smolagents/computer-agent",
+ "githubId": null,
+ "evaluatedAt": "2026-07-20T00:11:06.247Z",
+ "reasonCode": "duplicate-of-existing",
+ "metadataFingerprint": "fp_d62902ab",
+ "reconsiderAt": null
+ },
{
"canonicalUrl": "https://huggingface.co/yuxinlu1/gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2-GGUF",
"githubId": null,
- "evaluatedAt": "2026-07-10T06:40:07.339Z",
- "reasonCode": "too-young",
- "metadataFingerprint": "fp_e1c1dd22",
+ "evaluatedAt": "2026-07-20T00:11:06.065Z",
+ "reasonCode": "recently-evaluated",
+ "metadataFingerprint": "fp_972d6d42",
"reconsiderAt": null
}
]
diff --git a/curator/state/last-run.json b/curator/state/last-run.json
index 278bff0..090647a 100644
--- a/curator/state/last-run.json
+++ b/curator/state/last-run.json
@@ -1,3 +1,3 @@
{
- "lastSuccessAt": "2026-07-10T06:40:27.744Z"
+ "lastSuccessAt": "2026-07-20T00:11:48.736Z"
}
diff --git a/curator/state/token-ledger.json b/curator/state/token-ledger.json
index ab012c2..e631c40 100644
--- a/curator/state/token-ledger.json
+++ b/curator/state/token-ledger.json
@@ -86,6 +86,35 @@
"estimatedCostUsd": null
}
]
+ },
+ {
+ "runId": "2026-07-20",
+ "startedAt": "2026-07-20T00:08:45.292Z",
+ "completedAt": "2026-07-20T00:11:48.736Z",
+ "status": "success",
+ "agentName": "@awesome-repo-graph/curator",
+ "agentVersion": "1.0.0",
+ "primaryModels": [
+ "gemini-2.5-flash",
+ "gemini-embedding-001"
+ ],
+ "acceptedCount": 2,
+ "totalTokens": 8451,
+ "estimatedCostUsd": 0.0050706,
+ "byProvider": [
+ {
+ "provider": "vertexGemini",
+ "stage": "classification",
+ "totalTokens": 8451,
+ "estimatedCostUsd": 0.0050706
+ },
+ {
+ "provider": "vertexGemini",
+ "stage": "embeddings",
+ "totalTokens": null,
+ "estimatedCostUsd": null
+ }
+ ]
}
]
}
diff --git a/sources.json b/sources.json
index ca6473c..7dece7d 100644
--- a/sources.json
+++ b/sources.json
@@ -19,8 +19,8 @@
],
"license": null,
"score": {
- "stars": 196,
- "fetchedAt": "2026-07-10"
+ "stars": 198,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -43,8 +43,8 @@
],
"license": null,
"score": {
- "stars": 1021,
- "fetchedAt": "2026-07-10"
+ "stars": 1031,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -68,8 +68,8 @@
],
"license": "Apache-2.0",
"score": {
- "stars": 39715,
- "fetchedAt": "2026-07-10"
+ "stars": 42647,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -93,8 +93,8 @@
],
"license": "MIT",
"score": {
- "stars": 25579,
- "fetchedAt": "2026-07-10"
+ "stars": 27169,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -118,8 +118,8 @@
],
"license": "Apache-2.0",
"score": {
- "stars": 46517,
- "fetchedAt": "2026-07-10"
+ "stars": 47191,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -142,8 +142,8 @@
],
"license": "NOASSERTION",
"score": {
- "stars": 14900,
- "fetchedAt": "2026-07-10"
+ "stars": 18375,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -166,8 +166,8 @@
],
"license": "MIT",
"score": {
- "stars": 12287,
- "fetchedAt": "2026-07-10"
+ "stars": 12672,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -190,8 +190,8 @@
],
"license": "Apache-2.0",
"score": {
- "stars": 8421,
- "fetchedAt": "2026-07-10"
+ "stars": 8541,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -215,8 +215,8 @@
],
"license": "MIT",
"score": {
- "stars": 87381,
- "fetchedAt": "2026-07-10"
+ "stars": 90833,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -240,8 +240,8 @@
],
"license": "Apache-2.0",
"score": {
- "stars": 27212,
- "fetchedAt": "2026-07-10"
+ "stars": 29333,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -267,8 +267,8 @@
],
"license": "MIT",
"score": {
- "stars": 227972,
- "fetchedAt": "2026-07-10"
+ "stars": 231224,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -291,8 +291,8 @@
],
"license": "MIT",
"score": {
- "stars": 16301,
- "fetchedAt": "2026-07-10"
+ "stars": 17271,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -316,8 +316,8 @@
],
"license": "MIT",
"score": {
- "stars": 59402,
- "fetchedAt": "2026-07-10"
+ "stars": 60615,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -341,8 +341,8 @@
],
"license": "MIT",
"score": {
- "stars": 129854,
- "fetchedAt": "2026-07-10"
+ "stars": 133894,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -365,8 +365,8 @@
],
"license": "MIT",
"score": {
- "stars": 251111,
- "fetchedAt": "2026-07-10"
+ "stars": 257548,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -390,8 +390,8 @@
],
"license": "MIT",
"score": {
- "stars": 14471,
- "fetchedAt": "2026-07-10"
+ "stars": 20240,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -415,8 +415,8 @@
],
"license": "NOASSERTION",
"score": {
- "stars": 9392,
- "fetchedAt": "2026-07-10"
+ "stars": 10486,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -439,8 +439,8 @@
],
"license": "Apache-2.0",
"score": {
- "stars": 4958,
- "fetchedAt": "2026-07-10"
+ "stars": 5225,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -464,8 +464,8 @@
],
"license": "MIT",
"score": {
- "stars": 12429,
- "fetchedAt": "2026-07-10"
+ "stars": 13381,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -489,8 +489,8 @@
],
"license": "MIT",
"score": {
- "stars": 54042,
- "fetchedAt": "2026-07-10"
+ "stars": 58133,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -514,8 +514,8 @@
],
"license": "Apache-2.0",
"score": {
- "stars": 25541,
- "fetchedAt": "2026-07-10"
+ "stars": 26098,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -538,8 +538,8 @@
],
"license": "Apache-2.0",
"score": {
- "stars": 1806,
- "fetchedAt": "2026-07-10"
+ "stars": 1978,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -563,8 +563,8 @@
],
"license": "NOASSERTION",
"score": {
- "stars": 74113,
- "fetchedAt": "2026-07-10"
+ "stars": 75110,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -587,8 +587,8 @@
],
"license": "MIT",
"score": {
- "stars": 5346,
- "fetchedAt": "2026-07-10"
+ "stars": 6185,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -612,8 +612,8 @@
],
"license": "Apache-2.0",
"score": {
- "stars": 8275,
- "fetchedAt": "2026-07-10"
+ "stars": 8414,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -637,8 +637,8 @@
],
"license": "MIT",
"score": {
- "stars": 27267,
- "fetchedAt": "2026-07-10"
+ "stars": 28810,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -663,8 +663,8 @@
],
"license": "Apache-2.0",
"score": {
- "stars": 47336,
- "fetchedAt": "2026-07-10"
+ "stars": 48029,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -688,8 +688,8 @@
],
"license": "MIT",
"score": {
- "stars": 3999,
- "fetchedAt": "2026-07-10"
+ "stars": 4161,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -711,8 +711,8 @@
],
"license": "NOASSERTION",
"score": {
- "stars": 382401,
- "fetchedAt": "2026-07-10"
+ "stars": 383488,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -758,8 +758,8 @@
],
"license": "NOASSERTION",
"score": {
- "stars": 1604,
- "fetchedAt": "2026-07-10"
+ "stars": 1616,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -785,7 +785,7 @@
"license": "MIT",
"score": {
"stars": 2,
- "fetchedAt": "2026-07-10"
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -810,8 +810,8 @@
],
"license": null,
"score": {
- "stars": 32,
- "fetchedAt": "2026-07-10"
+ "stars": 34,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -836,7 +836,7 @@
"license": null,
"score": {
"stars": 18,
- "fetchedAt": "2026-07-10"
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -860,8 +860,8 @@
],
"license": null,
"score": {
- "stars": 117,
- "fetchedAt": "2026-07-10"
+ "stars": 133,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -887,7 +887,7 @@
"license": null,
"score": {
"stars": 109,
- "fetchedAt": "2026-07-10"
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -911,8 +911,8 @@
],
"license": null,
"score": {
- "stars": 69,
- "fetchedAt": "2026-07-10"
+ "stars": 72,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -936,8 +936,8 @@
],
"license": null,
"score": {
- "stars": 38,
- "fetchedAt": "2026-07-10"
+ "stars": 41,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -963,7 +963,7 @@
"license": null,
"score": {
"stars": 36,
- "fetchedAt": "2026-07-10"
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -988,7 +988,7 @@
"license": null,
"score": {
"stars": 13,
- "fetchedAt": "2026-07-10"
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -1014,7 +1014,7 @@
"license": "MIT",
"score": {
"stars": 14,
- "fetchedAt": "2026-07-10"
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -1038,8 +1038,8 @@
],
"license": "MIT",
"score": {
- "stars": 12,
- "fetchedAt": "2026-07-10"
+ "stars": 13,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -1063,8 +1063,8 @@
],
"license": "NOASSERTION",
"score": {
- "stars": 195893,
- "fetchedAt": "2026-07-10"
+ "stars": 197071,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -1088,8 +1088,8 @@
],
"license": "MIT",
"score": {
- "stars": 212366,
- "fetchedAt": "2026-07-10"
+ "stars": 217240,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -1115,8 +1115,8 @@
],
"license": "Apache-2.0",
"score": {
- "stars": 105879,
- "fetchedAt": "2026-07-10"
+ "stars": 106074,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -1142,8 +1142,8 @@
],
"license": "MIT",
"score": {
- "stars": 79773,
- "fetchedAt": "2026-07-10"
+ "stars": 79834,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-05"
},
@@ -1169,8 +1169,8 @@
],
"license": "Apache-2.0",
"score": {
- "stars": 196207,
- "fetchedAt": "2026-07-10"
+ "stars": 196386,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-06"
},
@@ -1197,7 +1197,7 @@
"license": "MIT",
"score": {
"stars": 101,
- "fetchedAt": "2026-07-10"
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-06"
},
@@ -1700,7 +1700,7 @@
"license": null,
"score": {
"stars": 147,
- "fetchedAt": "2026-07-10"
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-06"
},
@@ -1723,8 +1723,8 @@
],
"license": "MIT",
"score": {
- "stars": 607,
- "fetchedAt": "2026-07-10"
+ "stars": 608,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-06"
},
@@ -2009,7 +2009,7 @@
"license": "MIT",
"score": {
"stars": 3,
- "fetchedAt": "2026-07-10"
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-06"
},
@@ -2318,8 +2318,8 @@
],
"license": "MIT",
"score": {
- "stars": 39936,
- "fetchedAt": "2026-07-10"
+ "stars": 39989,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-06"
},
@@ -2343,8 +2343,8 @@
],
"license": "MIT",
"score": {
- "stars": 76131,
- "fetchedAt": "2026-07-10"
+ "stars": 76153,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-06"
},
@@ -2368,8 +2368,8 @@
],
"license": "MPL-2.0",
"score": {
- "stars": 12132,
- "fetchedAt": "2026-07-10"
+ "stars": 12170,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-06"
},
@@ -2394,8 +2394,8 @@
],
"license": "Apache-2.0",
"score": {
- "stars": 48555,
- "fetchedAt": "2026-07-10"
+ "stars": 48730,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-06"
},
@@ -2419,8 +2419,8 @@
],
"license": "MIT",
"score": {
- "stars": 113866,
- "fetchedAt": "2026-07-10"
+ "stars": 114359,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-06"
},
@@ -2445,8 +2445,8 @@
],
"license": "Apache-2.0",
"score": {
- "stars": 51965,
- "fetchedAt": "2026-07-10"
+ "stars": 52007,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-06"
},
@@ -2469,8 +2469,8 @@
],
"license": "Apache-2.0",
"score": {
- "stars": 47086,
- "fetchedAt": "2026-07-10"
+ "stars": 47245,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-06"
},
@@ -2494,8 +2494,8 @@
],
"license": "Apache-2.0",
"score": {
- "stars": 21733,
- "fetchedAt": "2026-07-10"
+ "stars": 21741,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-06"
},
@@ -2519,8 +2519,8 @@
],
"license": "MIT",
"score": {
- "stars": 39927,
- "fetchedAt": "2026-07-10"
+ "stars": 39993,
+ "fetchedAt": "2026-07-20"
},
"addedAt": "2026-07-06"
},
@@ -3914,6 +3914,59 @@
"fetchedAt": null
},
"addedAt": "2026-07-10"
+ },
+ {
+ "id": "gitlab-com-fforster-gitlab-mcp",
+ "url": "https://gitlab.com/fforster/gitlab-mcp",
+ "provider": "gitlab.com",
+ "owner": null,
+ "repo": null,
+ "title": "gitlab-mcp",
+ "description": "A server implementation for the Model Context Protocol (MCP) designed for integration with GitLab.",
+ "path": [
+ "AI Agent Tooling",
+ "MCP Servers"
+ ],
+ "tags": [
+ "ai-agent",
+ "mcp",
+ "mcp-server",
+ "protocol"
+ ],
+ "license": null,
+ "score": {
+ "stars": null,
+ "fetchedAt": null
+ },
+ "addedAt": "2026-07-20"
+ },
+ {
+ "id": "huggingface-co-google-datagemma-rag-27b-it",
+ "url": "https://huggingface.co/google/datagemma-rag-27b-it",
+ "provider": "huggingface.co",
+ "owner": null,
+ "repo": null,
+ "title": "google/datagemma-rag-27b-it",
+ "description": "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.",
+ "path": [
+ "Machine Learning & Data Science",
+ "Natural Language Processing",
+ "Large Language Models"
+ ],
+ "tags": [
+ "transformers",
+ "llm",
+ "nlp",
+ "pretrained-models",
+ "rag",
+ "artificial-intelligence"
+ ],
+ "license": null,
+ "score": {
+ "stars": null,
+ "fetchedAt": null
+ },
+ "addedAt": "2026-07-20"
}
]
}