Unified Docs Hub

# Unified Documentation Hub - Curated Repository List # Combines hand-curated high-quality sources with auto-discovered popular repos # Configuration for automatic discovery discovery: enabled: true min_stars_tiers: - stars: 50000 description: "Tier 1 - Most popular repositories" - stars: 10000 description: "Tier 2 - Very popular repositories" - stars: 5000 description: "Tier 3 - Popular repositories" default_doc_paths: - "README.md" - "readme.md" - "docs" - "documentation" - "CONTRIBUTING.md" - "wiki" # Hand-curated repositories with enhanced metadata curated_repositories: # AI/ML Documentation - name: "Hugging Face Transformers" repo: "huggingface/transformers" category: "AI/ML" description: "State-of-the-art Machine Learning for PyTorch, TensorFlow, and JAX" doc_paths: - "docs/source" - "README.md" topics: ["nlp", "transformers", "deep-learning", "pytorch", "tensorflow"] quality_score: 10 priority: "high" - name: "PyTorch" repo: "pytorch/pytorch" category: "AI/ML" description: "Tensors and Dynamic neural networks in Python" doc_paths: - "docs/source" - "README.md" topics: ["deep-learning", "neural-networks", "machine-learning", "tensors"] quality_score: 10 priority: "high" - name: "LangChain" repo: "langchain-ai/langchain" category: "AI/ML" description: "Building applications with LLMs through composability" doc_paths: - "docs" - "README.md" topics: ["llm", "agents", "rag", "chains", "ai-applications"] quality_score: 9 priority: "high" - name: "scikit-learn" repo: "scikit-learn/scikit-learn" category: "AI/ML" description: "Machine learning in Python" doc_paths: - "doc" - "README.md" topics: ["machine-learning", "data-science", "classification", "regression"] quality_score: 10 priority: "high" # Web Development - name: "React" repo: "facebook/react" category: "Web Development" description: "A JavaScript library for building user interfaces" doc_paths: - "docs" - "README.md" topics: ["javascript", "ui", "frontend", "components", "hooks"] quality_score: 10 priority: "high" - name: "FastAPI" repo: "tiangolo/fastapi" category: "Web Development" description: "Modern, fast web framework for building APIs with Python" doc_paths: - "docs" - "docs_src" - "README.md" topics: ["python", "api", "rest", "async", "openapi"] quality_score: 10 priority: "high" - name: "Next.js" repo: "vercel/next.js" category: "Web Development" description: "The React Framework for Production" doc_paths: - "docs" - "README.md" topics: ["react", "ssr", "ssg", "fullstack", "vercel"] quality_score: 9 priority: "high" - name: "Vue.js" repo: "vuejs/core" category: "Web Development" description: "Progressive JavaScript Framework" doc_paths: - "packages/vue/README.md" topics: ["javascript", "frontend", "reactive", "components"] quality_score: 9 priority: "high" # Data Science - name: "Pandas" repo: "pandas-dev/pandas" category: "Data Science" description: "Powerful data structures for data analysis" doc_paths: - "doc/source" - "README.md" topics: ["dataframes", "data-analysis", "python", "time-series"] quality_score: 10 priority: "high" - name: "NumPy" repo: "numpy/numpy" category: "Data Science" description: "The fundamental package for scientific computing with Python" doc_paths: - "doc/source" - "README.md" topics: ["arrays", "scientific-computing", "mathematics", "linear-algebra"] quality_score: 10 priority: "high" - name: "Matplotlib" repo: "matplotlib/matplotlib" category: "Data Science" description: "Comprehensive library for creating static visualizations" doc_paths: - "doc" - "README.md" topics: ["visualization", "plotting", "charts", "graphs"] quality_score: 9 priority: "medium" # Programming Languages - name: "Python Documentation" repo: "python/cpython" category: "Programming Languages" description: "Official Python programming language documentation" doc_paths: - "Doc" - "README.rst" topics: ["python", "language", "stdlib", "tutorials"] quality_score: 10 priority: "high" - name: "Rust Book" repo: "rust-lang/book" category: "Programming Languages" description: "The Rust Programming Language book" doc_paths: - "src" - "README.md" topics: ["rust", "systems-programming", "memory-safety", "ownership"] quality_score: 10 priority: "high" - name: "TypeScript" repo: "microsoft/TypeScript" category: "Programming Languages" description: "TypeScript language documentation and handbook" doc_paths: - "doc" - "README.md" topics: ["typescript", "javascript", "types", "static-typing"] quality_score: 9 priority: "high" # Cloud/DevOps - name: "Kubernetes" repo: "kubernetes/website" category: "Cloud/DevOps" description: "Kubernetes documentation" doc_paths: - "content/en/docs" - "README.md" topics: ["kubernetes", "containers", "orchestration", "cloud-native"] quality_score: 10 priority: "high" - name: "Docker" repo: "docker/docs" category: "Cloud/DevOps" description: "Docker documentation" doc_paths: - "content" - "README.md" topics: ["docker", "containers", "deployment", "virtualization"] quality_score: 10 priority: "high" - name: "Terraform" repo: "hashicorp/terraform" category: "Cloud/DevOps" description: "Infrastructure as Code" doc_paths: - "website/docs" - "README.md" topics: ["iac", "infrastructure", "cloud", "automation"] quality_score: 9 priority: "medium" # Databases - name: "PostgreSQL" repo: "postgres/postgres" category: "Databases" description: "Advanced open source relational database" doc_paths: - "doc/src/sgml" - "README" topics: ["sql", "database", "relational", "acid"] quality_score: 10 priority: "high" - name: "Redis" repo: "redis/redis" category: "Databases" description: "In-memory data structure store" doc_paths: - "README.md" topics: ["nosql", "cache", "in-memory", "key-value"] quality_score: 9 priority: "medium" # Tools & Utilities - name: "Git" repo: "git/git" category: "Tools" description: "Distributed version control system" doc_paths: - "Documentation" - "README.md" topics: ["version-control", "vcs", "collaboration", "branching"] quality_score: 10 priority: "high" - name: "VS Code" repo: "microsoft/vscode" category: "Tools" description: "Visual Studio Code documentation" doc_paths: - "README.md" - "docs" topics: ["editor", "ide", "development", "extensions"] quality_score: 9 priority: "high" # Mobile Development - name: "React Native" repo: "facebook/react-native" category: "Mobile Development" description: "Framework for building native mobile apps using React" doc_paths: - "docs" - "README.md" topics: ["react-native", "mobile", "ios", "android", "javascript"] quality_score: 10 priority: "high" - name: "Flutter Documentation" repo: "flutter/website" category: "Mobile Development" description: "Official Flutter documentation and website" doc_paths: - "src/docs" - "README.md" topics: ["flutter", "dart", "mobile", "cross-platform", "ui"] quality_score: 10 priority: "high" - name: "Expo" repo: "expo/expo" category: "Mobile Development" description: "Platform for making universal native apps with React" doc_paths: - "docs" - "README.md" topics: ["expo", "react-native", "mobile", "development-tools"] quality_score: 9 priority: "high" # Security - name: "OWASP Top 10" repo: "OWASP/Top10" category: "Security" description: "OWASP Top 10 security risks documentation" doc_paths: - "README.md" topics: ["security", "owasp", "vulnerabilities", "best-practices"] quality_score: 10 priority: "high" - name: "OWASP CheatSheetSeries" repo: "OWASP/CheatSheetSeries" category: "Security" description: "Collection of high value security cheat sheets" doc_paths: - "cheatsheets" - "README.md" topics: ["security", "cheatsheets", "best-practices", "defense"] quality_score: 10 priority: "high" # Testing - name: "Jest" repo: "facebook/jest" category: "Testing" description: "Delightful JavaScript Testing Framework" doc_paths: - "docs" - "README.md" topics: ["testing", "javascript", "unit-testing", "mocking"] quality_score: 10 priority: "high" - name: "Playwright" repo: "microsoft/playwright" category: "Testing" description: "Reliable end-to-end testing for modern web apps" doc_paths: - "docs" - "README.md" topics: ["testing", "e2e", "automation", "browser-testing"] quality_score: 10 priority: "high" - name: "Cypress" repo: "cypress-io/cypress" category: "Testing" description: "Fast, easy and reliable testing for anything that runs in a browser" doc_paths: - "docs" - "README.md" topics: ["testing", "e2e", "javascript", "automation"] quality_score: 9 priority: "high" # More AI/ML - name: "OpenAI Cookbook" repo: "openai/openai-cookbook" category: "AI/ML" description: "Examples and guides for using the OpenAI API" doc_paths: - "examples" - "README.md" topics: ["openai", "gpt", "llm", "api", "examples"] quality_score: 10 priority: "high" - name: "Stable Diffusion" repo: "CompVis/stable-diffusion" category: "AI/ML" description: "Latent text-to-image diffusion model" doc_paths: - "README.md" topics: ["stable-diffusion", "image-generation", "deep-learning", "diffusion"] quality_score: 9 priority: "high" # More Web Development - name: "Svelte" repo: "sveltejs/svelte" category: "Web Development" description: "Cybernetically enhanced web apps" doc_paths: - "documentation" - "README.md" topics: ["svelte", "frontend", "compiler", "reactive", "javascript"] quality_score: 9 priority: "high" - name: "Tailwind CSS" repo: "tailwindlabs/tailwindcss" category: "Web Development" description: "Utility-first CSS framework" doc_paths: - "README.md" topics: ["css", "tailwind", "utility-first", "styling", "frontend"] quality_score: 9 priority: "high" - name: "Vite" repo: "vitejs/vite" category: "Web Development" description: "Next Generation Frontend Tooling" doc_paths: - "docs" - "README.md" topics: ["vite", "build-tool", "dev-server", "bundler", "esm"] quality_score: 9 priority: "high" # More Cloud/DevOps - name: "Ansible" repo: "ansible/ansible" category: "Cloud/DevOps" description: "Automation platform for configuration management" doc_paths: - "docs" - "README.md" topics: ["ansible", "automation", "configuration-management", "iac"] quality_score: 10 priority: "high" - name: "Prometheus" repo: "prometheus/prometheus" category: "Cloud/DevOps" description: "Monitoring system and time series database" doc_paths: - "docs" - "README.md" topics: ["monitoring", "metrics", "observability", "alerting"] quality_score: 10 priority: "high" - name: "GitHub Actions" repo: "actions/starter-workflows" category: "Cloud/DevOps" description: "Starter workflows for GitHub Actions" doc_paths: - "README.md" topics: ["github-actions", "ci-cd", "automation", "workflows"] quality_score: 9 priority: "high" # More Databases - name: "MongoDB" repo: "mongodb/docs" category: "Databases" description: "MongoDB documentation" doc_paths: - "source" - "README.rst" topics: ["mongodb", "nosql", "document-database", "database"] quality_score: 10 priority: "high" - name: "Elasticsearch" repo: "elastic/elasticsearch" category: "Databases" description: "Distributed search and analytics engine" doc_paths: - "docs" - "README.md" topics: ["elasticsearch", "search", "analytics", "lucene"] quality_score: 10 priority: "high" - name: "Apache Kafka" repo: "apache/kafka" category: "Databases" description: "Distributed event streaming platform" doc_paths: - "docs" - "README.md" topics: ["kafka", "streaming", "messaging", "events"] quality_score: 10 priority: "high" # System Programming - name: "Linux Kernel" repo: "torvalds/linux" category: "System Programming" description: "Linux kernel source tree" doc_paths: - "Documentation" - "README" topics: ["linux", "kernel", "operating-system", "c"] quality_score: 10 priority: "medium" - name: "LLVM" repo: "llvm/llvm-project" category: "System Programming" description: "LLVM Compiler Infrastructure" doc_paths: - "llvm/docs" - "README.md" topics: ["llvm", "compiler", "toolchain", "optimization"] quality_score: 10 priority: "medium" # API Development - name: "GraphQL" repo: "graphql/graphql-js" category: "API Development" description: "GraphQL reference implementation for JavaScript" doc_paths: - "README.md" topics: ["graphql", "api", "javascript", "schema", "query-language"] quality_score: 10 priority: "high" - name: "Apollo Server" repo: "apollographql/apollo-server" category: "API Development" description: "GraphQL server for Express, Connect, Hapi, Koa and more" doc_paths: - "docs" - "README.md" topics: ["apollo", "graphql", "server", "api", "nodejs"] quality_score: 10 priority: "high" - name: "gRPC" repo: "grpc/grpc" category: "API Development" description: "High performance, open source universal RPC framework" doc_paths: - "doc" - "README.md" topics: ["grpc", "rpc", "api", "protobuf", "microservices"] quality_score: 10 priority: "high" - name: "Swagger/OpenAPI" repo: "swagger-api/swagger-ui" category: "API Development" description: "Swagger UI for visualizing APIs" doc_paths: - "docs" - "README.md" topics: ["swagger", "openapi", "api", "documentation", "rest"] quality_score: 9 priority: "high" # DevTools - name: "Chrome DevTools" repo: "ChromeDevTools/devtools-frontend" category: "DevTools" description: "Chrome DevTools frontend" doc_paths: - "docs" - "README.md" topics: ["devtools", "chrome", "debugging", "performance", "frontend"] quality_score: 10 priority: "high" - name: "Webpack" repo: "webpack/webpack" category: "DevTools" description: "Bundle your assets for the web" doc_paths: - "README.md" topics: ["webpack", "bundler", "build-tool", "module-bundler", "javascript"] quality_score: 10 priority: "high" - name: "ESLint" repo: "eslint/eslint" category: "DevTools" description: "JavaScript linting utility" doc_paths: - "docs" - "README.md" topics: ["eslint", "linter", "javascript", "code-quality", "static-analysis"] quality_score: 10 priority: "high" # More Programming Languages - name: "Go" repo: "golang/go" category: "Programming Languages" description: "The Go programming language" doc_paths: - "doc" - "README.md" topics: ["go", "golang", "programming-language", "compiler"] quality_score: 10 priority: "high" - name: "Swift" repo: "apple/swift" category: "Programming Languages" description: "The Swift Programming Language" doc_paths: - "docs" - "README.md" topics: ["swift", "apple", "ios", "programming-language", "compiler"] quality_score: 10 priority: "high" - name: "Kotlin" repo: "JetBrains/kotlin" category: "Programming Languages" description: "The Kotlin Programming Language" doc_paths: - "docs" - "readme.md" topics: ["kotlin", "jvm", "android", "programming-language", "jetbrains"] quality_score: 10 priority: "high" # Frontend Frameworks - name: "Angular" repo: "angular/angular" category: "Web Development" description: "The modern web developer's platform" doc_paths: - "docs" - "README.md" topics: ["angular", "typescript", "frontend", "spa", "framework"] quality_score: 10 priority: "high" - name: "Ember.js" repo: "emberjs/ember.js" category: "Web Development" description: "A framework for ambitious web developers" doc_paths: - "README.md" topics: ["ember", "javascript", "frontend", "framework", "mvc"] quality_score: 8 priority: "medium" # State Management - name: "Redux" repo: "reduxjs/redux" category: "State Management" description: "Predictable state container for JavaScript apps" doc_paths: - "docs" - "README.md" topics: ["redux", "state-management", "javascript", "react", "flux"] quality_score: 10 priority: "high" - name: "MobX" repo: "mobxjs/mobx" category: "State Management" description: "Simple, scalable state management" doc_paths: - "docs" - "README.md" topics: ["mobx", "state-management", "reactive", "javascript", "observable"] quality_score: 9 priority: "high" - name: "Zustand" repo: "pmndrs/zustand" category: "State Management" description: "Bear necessities for state management in React" doc_paths: - "readme.md" topics: ["zustand", "state-management", "react", "javascript", "hooks"] quality_score: 9 priority: "medium" # Game Development - name: "Unity" repo: "Unity-Technologies/UnityCsReference" category: "Game Development" description: "Unity C# reference source code" doc_paths: - "README.md" topics: ["unity", "game-engine", "csharp", "3d", "game-development"] quality_score: 9 priority: "medium" - name: "Godot" repo: "godotengine/godot" category: "Game Development" description: "Multi-platform 2D and 3D game engine" doc_paths: - "doc" - "README.md" topics: ["godot", "game-engine", "open-source", "3d", "2d"] quality_score: 10 priority: "high" - name: "Phaser" repo: "photonstorm/phaser" category: "Game Development" description: "Fun, free and fast 2D game framework for HTML5" doc_paths: - "README.md" topics: ["phaser", "game-framework", "javascript", "html5", "2d-games"] quality_score: 9 priority: "medium" # Backend Frameworks - name: "Django" repo: "django/django" category: "Web Development" description: "The Web framework for perfectionists with deadlines" doc_paths: - "docs" - "README.rst" topics: ["django", "python", "web-framework", "backend", "orm"] quality_score: 10 priority: "high" - name: "Ruby on Rails" repo: "rails/rails" category: "Web Development" description: "Ruby on Rails web application framework" doc_paths: - "guides" - "README.md" topics: ["rails", "ruby", "web-framework", "mvc", "backend"] quality_score: 10 priority: "high" - name: "Spring Boot" repo: "spring-projects/spring-boot" category: "Web Development" description: "Spring Boot framework" doc_paths: - "spring-boot-project/spring-boot-docs" - "README.adoc" topics: ["spring", "java", "spring-boot", "microservices", "backend"] quality_score: 10 priority: "high" - name: "Express.js" repo: "expressjs/express" category: "Web Development" description: "Fast, unopinionated, minimalist web framework for Node.js" doc_paths: - "Readme.md" topics: ["express", "nodejs", "javascript", "web-framework", "backend"] quality_score: 10 priority: "high" # AI Agents & Frameworks - name: "DSPy" repo: "stanfordnlp/dspy" category: "AI/ML" description: "Framework for programming—not prompting—language models" doc_paths: - "docs" - "README.md" topics: ["dspy", "llm", "ai", "agents", "prompting", "framework"] quality_score: 10 priority: "high" - name: "MCP Agent" repo: "lastmile-ai/mcp-agent" category: "AI/ML" description: "Build effective agents using Model Context Protocol and simple workflow patterns" doc_paths: - "docs" - "README.md" topics: ["mcp", "agents", "ai", "workflow", "automation"] quality_score: 10 priority: "high" - name: "Cognee" repo: "topoteretes/cognee" category: "AI/ML" description: "Memory for AI Agents in 5 lines of code" doc_paths: - "docs" - "README.md" topics: ["cognee", "ai", "agents", "memory", "rag"] quality_score: 10 priority: "high" - name: "Archon" repo: "coleam00/Archon" category: "AI/ML" description: "AI agent that creates other AI agents using advanced agentic coding workflow" doc_paths: - "docs" - "README.md" topics: ["archon", "ai", "agents", "meta-agents", "automation"] quality_score: 10 priority: "high" - name: "LLM Course" repo: "mlabonne/llm-course" category: "AI/ML" description: "Course to get into Large Language Models with roadmaps and Colab notebooks" doc_paths: - "README.md" topics: ["llm", "course", "tutorial", "ai", "education"] quality_score: 10 priority: "high" - name: "RAGbits" repo: "deepsense-ai/ragbits" category: "AI/ML" description: "Building blocks for rapid development of GenAI applications" doc_paths: - "docs" - "README.md" topics: ["rag", "genai", "ai", "llm", "framework"] quality_score: 10 priority: "high" - name: "Unsloth Notebooks" repo: "unslothai/notebooks" category: "AI/ML" description: "Fine-tune LLMs for free with guided Notebooks on Google Colab" doc_paths: - "README.md" topics: ["llm", "fine-tuning", "notebooks", "colab", "ai"] quality_score: 10 priority: "high" # Remote Desktop & Networking - name: "RustDesk" repo: "rustdesk/rustdesk" category: "Tools" description: "Open-source remote desktop application designed for self-hosting" doc_paths: - "docs" - "README.md" topics: ["rustdesk", "remote-desktop", "rust", "self-hosted", "teamviewer-alternative"] quality_score: 10 priority: "high" - name: "NetBird" repo: "netbirdio/netbird" category: "Cloud/DevOps" description: "Connect devices into secure WireGuard-based overlay network with SSO, MFA" doc_paths: - "docs" - "README.md" topics: ["netbird", "wireguard", "vpn", "networking", "security"] quality_score: 10 priority: "high" # Development Tools & Education - name: "Onlook" repo: "onlook-dev/onlook" category: "DevTools" description: "The Cursor for Designers - Visual Vibeecoding Editor for React" doc_paths: - "docs" - "README.md" topics: ["onlook", "visual-editor", "react", "design", "development"] quality_score: 10 priority: "high" - name: "Note Gen" repo: "codexu/note-gen" category: "Tools" description: "Cross-platform Markdown note-taking app using AI to bridge recording and writing" doc_paths: - "docs" - "README.md" topics: ["note-taking", "markdown", "ai", "knowledge-management", "productivity"] quality_score: 10 priority: "high" - name: "Coding Interview University" repo: "jwasham/coding-interview-university" category: "Education" description: "Complete computer science study plan to become a software engineer" doc_paths: - "README.md" topics: ["interview", "computer-science", "education", "algorithms", "study-plan"] quality_score: 10 priority: "high" - name: "Project Based Learning" repo: "practical-tutorials/project-based-learning" category: "Education" description: "Curated list of project-based tutorials" doc_paths: - "README.md" topics: ["tutorials", "projects", "learning", "education", "programming"] quality_score: 10 priority: "high" # Robotics & Hardware - name: "ArduPilot" repo: "ArduPilot/ardupilot" category: "Robotics" description: "ArduPlane, ArduCopter, ArduRover, ArduSub source" doc_paths: - "libraries" - "README.md" topics: ["ardupilot", "drone", "robotics", "autopilot", "uav"] quality_score: 10 priority: "high" # Blockchain & Crypto - name: "OpenZeppelin Contracts" repo: "OpenZeppelin/openzeppelin-contracts" category: "Blockchain" description: "Library for secure smart contract development" doc_paths: - "docs" - "README.md" topics: ["blockchain", "ethereum", "smart-contracts", "solidity", "security"] quality_score: 10 priority: "high" - name: "Hardhat" repo: "NomicFoundation/hardhat" category: "Blockchain" description: "Ethereum development environment for professionals" doc_paths: - "docs" - "README.md" topics: ["hardhat", "ethereum", "blockchain", "development", "testing"] quality_score: 10 priority: "high" # Data Engineering - name: "Apache Airflow" repo: "apache/airflow" category: "Data Engineering" description: "Platform to programmatically author, schedule and monitor workflows" doc_paths: - "docs" - "README.md" topics: ["airflow", "workflow", "data-pipeline", "orchestration", "etl"] quality_score: 10 priority: "high" - name: "dbt" repo: "dbt-labs/dbt-core" category: "Data Engineering" description: "Transform data in your warehouse" doc_paths: - "docs" - "README.md" topics: ["dbt", "data-transformation", "analytics", "sql", "data-engineering"] quality_score: 10 priority: "high" - name: "Great Expectations" repo: "great-expectations/great_expectations" category: "Data Engineering" description: "Always know what to expect from your data" doc_paths: - "docs" - "README.md" topics: ["data-quality", "testing", "validation", "data-engineering", "python"] quality_score: 10 priority: "high" # Infrastructure as Code - name: "Pulumi" repo: "pulumi/pulumi" category: "Cloud/DevOps" description: "Infrastructure as Code using real programming languages" doc_paths: - "docs" - "README.md" topics: ["pulumi", "iac", "infrastructure", "cloud", "automation"] quality_score: 10 priority: "high" - name: "Terragrunt" repo: "gruntwork-io/terragrunt" category: "Cloud/DevOps" description: "Thin wrapper for Terraform that provides extra tools" doc_paths: - "docs" - "README.md" topics: ["terragrunt", "terraform", "iac", "infrastructure", "devops"] quality_score: 10 priority: "high" # Observability and Monitoring - name: "Prometheus" repo: "prometheus/prometheus" category: "Observability" description: "The Prometheus monitoring system and time series database" doc_paths: - "docs" - "documentation" - "README.md" topics: ["monitoring", "metrics", "observability", "timeseries", "alerting"] quality_score: 95 priority: 1 - name: "Grafana" repo: "grafana/grafana" category: "Observability" description: "The open and composable observability and data visualization platform" doc_paths: - "docs" - "contribute" - "README.md" topics: ["monitoring", "visualization", "observability", "dashboard", "metrics"] quality_score: 95 priority: 1 - name: "OpenTelemetry" repo: "open-telemetry/opentelemetry-js" category: "Observability" description: "OpenTelemetry JavaScript Client for observability framework" doc_paths: - "doc" - "README.md" - "getting-started" topics: ["observability", "tracing", "metrics", "monitoring", "telemetry"] quality_score: 93 priority: 1 - name: "Jaeger" repo: "jaegertracing/jaeger" category: "Observability" description: "CNCF Jaeger, a distributed tracing platform" doc_paths: - "docs" - "README.md" topics: ["tracing", "observability", "monitoring", "distributed-tracing", "opentracing"] quality_score: 92 priority: 1 - name: "SigNoz" repo: "SigNoz/signoz" category: "Observability" description: "SigNoz is an open-source observability platform native to OpenTelemetry" doc_paths: - "docs" - "README.md" topics: ["observability", "monitoring", "apm", "tracing", "opentelemetry"] quality_score: 90 priority: 2 # MLOps Tools - name: "MLflow" repo: "mlflow/mlflow" category: "MLOps" description: "Open source platform for the machine learning lifecycle" doc_paths: - "docs" - "README.rst" topics: ["mlops", "machine-learning", "ml-lifecycle", "experiment-tracking", "model-registry"] quality_score: 94 priority: 1 - name: "Kubeflow" repo: "kubeflow/kubeflow" category: "MLOps" description: "Machine Learning Toolkit for Kubernetes" doc_paths: - "docs" - "README.md" topics: ["mlops", "kubernetes", "machine-learning", "ml-pipelines", "distributed-training"] quality_score: 93 priority: 1 - name: "Metaflow" repo: "Netflix/metaflow" category: "MLOps" description: "Build and manage real-life data science projects with ease" doc_paths: - "docs" - "README.md" topics: ["mlops", "data-science", "workflow", "machine-learning", "python"] quality_score: 92 priority: 1 - name: "DVC" repo: "iterative/dvc" category: "MLOps" description: "Data Version Control - Git for Data & Models" doc_paths: - "content/docs" - "README.md" topics: ["mlops", "data-versioning", "machine-learning", "git", "reproducibility"] quality_score: 91 priority: 1 - name: "Kedro" repo: "kedro-org/kedro" category: "MLOps" description: "A Python framework for creating reproducible, maintainable ML code" doc_paths: - "docs" - "README.md" topics: ["mlops", "python", "data-pipeline", "machine-learning", "framework"] quality_score: 90 priority: 2 - name: "Weights & Biases" repo: "wandb/wandb" category: "MLOps" description: "A tool for visualizing and tracking machine learning experiments" doc_paths: - "docs" - "README.md" topics: ["mlops", "experiment-tracking", "visualization", "machine-learning", "collaboration"] quality_score: 91 priority: 1 # Desktop Frameworks - name: "Electron" repo: "electron/electron" category: "Desktop Frameworks" description: "Build cross-platform desktop apps with JavaScript, HTML, and CSS" doc_paths: - "docs" - "README.md" topics: ["desktop", "electron", "cross-platform", "javascript", "native"] quality_score: 94 priority: 1 - name: "Tauri" repo: "tauri-apps/tauri" category: "Desktop Frameworks" description: "Build smaller, faster, and more secure desktop applications with Rust" doc_paths: - "docs" - "README.md" topics: ["desktop", "rust", "cross-platform", "webview", "secure"] quality_score: 93 priority: 1 - name: "Flutter Desktop" repo: "flutter/flutter" category: "Desktop Frameworks" description: "Flutter makes it easy to build beautiful apps for mobile, web, and desktop" doc_paths: - "docs" - "README.md" - "dev/docs" topics: ["flutter", "desktop", "cross-platform", "dart", "ui"] quality_score: 94 priority: 1 - name: "Wails" repo: "wailsapp/wails" category: "Desktop Frameworks" description: "Create desktop apps using Go and web technologies" doc_paths: - "website/docs" - "README.md" topics: ["desktop", "go", "cross-platform", "webview", "native"] quality_score: 91 priority: 2 - name: "Neutralino" repo: "neutralinojs/neutralinojs" category: "Desktop Frameworks" description: "Portable and lightweight cross-platform desktop application development framework" doc_paths: - "docs" - "README.md" topics: ["desktop", "lightweight", "cross-platform", "javascript", "native"] quality_score: 89 priority: 2 # Analytics and Business Intelligence - name: "Apache Superset" repo: "apache/superset" category: "Analytics & BI" description: "Apache Superset is a modern data exploration and visualization platform" doc_paths: - "docs" - "README.md" topics: ["analytics", "bi", "visualization", "dashboard", "data-exploration"] quality_score: 94 priority: 1 - name: "Metabase" repo: "metabase/metabase" category: "Analytics & BI" description: "The simplest, fastest way to get business intelligence and analytics to everyone" doc_paths: - "docs" - "README.md" topics: ["analytics", "bi", "visualization", "business-intelligence", "dashboard"] quality_score: 93 priority: 1 - name: "Redash" repo: "getredash/redash" category: "Analytics & BI" description: "Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share data" doc_paths: - "docs" - "README.md" topics: ["analytics", "bi", "visualization", "sql", "dashboard"] quality_score: 91 priority: 1 - name: "Apache Druid" repo: "apache/druid" category: "Analytics & BI" description: "A high performance real-time analytics database" doc_paths: - "docs" - "README.md" topics: ["analytics", "realtime", "olap", "database", "timeseries"] quality_score: 92 priority: 1 - name: "ClickHouse" repo: "ClickHouse/ClickHouse" category: "Analytics & BI" description: "ClickHouse® is a real-time analytics DBMS" doc_paths: - "docs" - "README.md" topics: ["analytics", "database", "olap", "realtime", "sql"] quality_score: 94 priority: 1 # Trading & Finance Category - name: "Freqtrade" repo: "freqtrade/freqtrade" category: "Trading & Finance" description: "Free, open source crypto trading bot with backtesting, strategy optimization, and live trading" doc_paths: - "docs" - "README.md" topics: ["crypto", "trading", "bot", "algorithmic-trading", "backtesting", "strategy", "python"] quality_score: 95 priority: 1 - name: "Zipline" repo: "quantopian/zipline" category: "Trading & Finance" description: "Algorithmic trading library for backtesting trading strategies" doc_paths: - "docs" - "README.rst" topics: ["trading", "backtesting", "finance", "algorithmic-trading", "quantitative-finance"] quality_score: 94 priority: 1 - name: "Backtrader" repo: "mementum/backtrader" category: "Trading & Finance" description: "Python backtesting library for trading strategies with live trading support" doc_paths: - "docs" - "README.rst" topics: ["backtesting", "trading", "finance", "python", "strategy", "live-trading"] quality_score: 93 priority: 1 - name: "CCXT" repo: "ccxt/ccxt" category: "Trading & Finance" description: "Cryptocurrency exchange trading library supporting 100+ exchanges" doc_paths: - "wiki" - "README.md" topics: ["crypto", "trading", "api", "cryptocurrency", "exchange", "bitcoin"] quality_score: 95 priority: 1 - name: "Jesse" repo: "jesse-ai/jesse" category: "Trading & Finance" description: "Advanced crypto trading bot framework with AI capabilities" doc_paths: - "docs" - "README.md" topics: ["crypto", "trading", "bot", "ai", "backtesting", "strategy"] quality_score: 92 priority: 1 - name: "Hummingbot" repo: "hummingbot/hummingbot" category: "Trading & Finance" description: "Open source trading bot for crypto market making and arbitrage" doc_paths: - "documentation" - "README.md" topics: ["crypto", "trading", "bot", "market-making", "arbitrage", "defi"] quality_score: 93 priority: 1 - name: "QuantLib" repo: "lballabio/QuantLib" category: "Trading & Finance" description: "Comprehensive library for quantitative finance and derivatives pricing" doc_paths: - "docs" - "README.md" topics: ["quantitative-finance", "derivatives", "pricing", "risk-management", "cpp"] quality_score: 95 priority: 1 - name: "TA-Lib" repo: "TA-Lib/ta-lib-python" category: "Trading & Finance" description: "Technical analysis library with 200+ indicators for trading" doc_paths: - "docs" - "README.md" topics: ["technical-analysis", "indicators", "trading", "finance", "python"] quality_score: 94 priority: 1 - name: "Pandas-TA" repo: "twopirllc/pandas-ta" category: "Trading & Finance" description: "Technical analysis indicators library built on Pandas" doc_paths: - "docs" - "README.md" topics: ["technical-analysis", "pandas", "indicators", "trading", "python"] quality_score: 92 priority: 1 - name: "Gekko" repo: "askmike/gekko" category: "Trading & Finance" description: "Trading bot and backtesting platform for cryptocurrency" doc_paths: - "docs" - "README.md" topics: ["crypto", "trading", "bot", "backtesting", "nodejs"] quality_score: 91 priority: 2 - name: "VectorBT" repo: "polakowo/vectorbt" category: "Trading & Finance" description: "Vectorized backtesting and trading analysis library" doc_paths: - "docs" - "README.md" topics: ["backtesting", "vectorized", "trading", "analysis", "python"] quality_score: 93 priority: 1 - name: "Catalyst" repo: "scrtlabs/catalyst" category: "Trading & Finance" description: "Algorithmic trading library for crypto-assets built on Zipline" doc_paths: - "docs" - "README.md" topics: ["crypto", "trading", "algorithmic-trading", "backtesting", "python"] quality_score: 91 priority: 2 - name: "PyAlgoTrade" repo: "gbeced/pyalgotrade" category: "Trading & Finance" description: "Python algorithmic trading library with event-driven backtesting" doc_paths: - "doc" - "README.md" topics: ["algorithmic-trading", "backtesting", "python", "event-driven"] quality_score: 90 priority: 2 - name: "Backtest.py" repo: "kernc/backtesting.py" category: "Trading & Finance" description: "Simple and pythonic backtesting library for trading strategies" doc_paths: - "doc" - "README.md" topics: ["backtesting", "trading", "python", "strategy", "simple"] quality_score: 92 priority: 1 - name: "TradingView Charting Library" repo: "tradingview/charting_library" category: "Trading & Finance" description: "Professional trading charts and technical analysis library" doc_paths: - "wiki" - "README.md" topics: ["charts", "trading", "technical-analysis", "visualization", "javascript"] quality_score: 94 priority: 1 - name: "Lean" repo: "QuantConnect/Lean" category: "Trading & Finance" description: "Algorithmic trading engine for backtesting and live trading" doc_paths: - "Documentation" - "README.md" topics: ["algorithmic-trading", "backtesting", "live-trading", "csharp", "quantconnect"] quality_score: 94 priority: 1 - name: "OpenBB" repo: "OpenBB-finance/OpenBB" category: "Trading & Finance" description: "Open source investment research platform with financial data and analysis" doc_paths: - "website/content" - "README.md" topics: ["finance", "investment", "research", "data", "analysis", "terminal"] quality_score: 93 priority: 1 - name: "Awesome Quant" repo: "wilsonfreitas/awesome-quant" category: "Trading & Finance" description: "Curated list of libraries, packages and resources for quantitative finance" doc_paths: - "README.md" topics: ["quantitative-finance", "resources", "awesome-list", "trading", "finance"] quality_score: 91 priority: 2 - name: "Awesome Systematic Trading" repo: "wangzhe3224/awesome-systematic-trading" category: "Trading & Finance" description: "Curated list of resources for systematic and algorithmic trading" doc_paths: - "README.md" topics: ["systematic-trading", "algorithmic-trading", "resources", "awesome-list"] quality_score: 91 priority: 2 - name: "AlgoTrader" repo: "LSEG/AlgoTrader" category: "Trading & Finance" description: "Professional algorithmic trading platform for quantitative hedge funds" doc_paths: - "docs" - "README.md" topics: ["algorithmic-trading", "professional", "hedge-fund", "java", "platform"] quality_score: 92 priority: 1 - name: "XChange" repo: "knowm/XChange" category: "Trading & Finance" description: "Java library for interacting with 60+ cryptocurrency exchanges" doc_paths: - "wiki" - "README.md" topics: ["crypto", "exchange", "api", "java", "trading"] quality_score: 93 priority: 1 # Options Trading - name: "OptionChain" repo: "nakulnayyar/OptionChain" category: "Trading & Finance" description: "Options chain analysis and strategies for trading" doc_paths: - "docs" - "README.md" topics: ["options", "derivatives", "trading", "analysis", "python"] quality_score: 88 priority: 2 - name: "Py-vollib" repo: "vollib/py_vollib" category: "Trading & Finance" description: "Python library for pricing options and calculating Greeks" doc_paths: - "docs" - "README.md" topics: ["options", "black-scholes", "greeks", "pricing", "volatility"] quality_score: 90 priority: 1 - name: "ThetaGang" repo: "brndnmtthws/thetagang" category: "Trading & Finance" description: "Automated options trading bot for selling covered calls and cash-secured puts" doc_paths: - "docs" - "README.md" topics: ["options", "theta", "trading", "bot", "strategy"] quality_score: 89 priority: 2 # Forex Trading - name: "OANDA API" repo: "oanda/v20-python" category: "Trading & Finance" description: "OANDA v20 API for forex and CFD trading" doc_paths: - "docs" - "README.rst" topics: ["forex", "trading", "api", "cfd", "oanda"] quality_score: 91 priority: 1 - name: "MetaTrader Python" repo: "lucas-koehler/MetaTrader5-API-Python" category: "Trading & Finance" description: "Python integration for MetaTrader 5 forex trading platform" doc_paths: - "docs" - "README.md" topics: ["forex", "metatrader", "mt5", "trading", "api"] quality_score: 89 priority: 2 - name: "Forex Python" repo: "MicroPyramid/forex-python" category: "Trading & Finance" description: "Foreign exchange rates, currency conversion, and forex data" doc_paths: - "docs" - "README.rst" topics: ["forex", "currency", "exchange-rates", "conversion", "python"] quality_score: 88 priority: 2 # High-Frequency Trading - name: "HFT" repo: "evankirkiles/hft" category: "Trading & Finance" description: "High-frequency trading systems and market microstructure" doc_paths: - "docs" - "README.md" topics: ["hft", "high-frequency", "trading", "latency", "microstructure"] quality_score: 87 priority: 2 - name: "Flash Boys" repo: "vitorpamplona/FlashHighFrequencyTradingBot" category: "Trading & Finance" description: "High-frequency trading bot implementation" doc_paths: - "docs" - "README.md" topics: ["hft", "trading", "bot", "arbitrage", "latency"] quality_score: 86 priority: 2 # Market Making & Liquidity - name: "Avellaneda Market Making" repo: "federicomariamassari/financial-engineering" category: "Trading & Finance" description: "Market making strategies including Avellaneda-Stoikov model" doc_paths: - "market-making" - "README.md" topics: ["market-making", "liquidity", "avellaneda", "strategy", "python"] quality_score: 89 priority: 2 - name: "PyLOB" repo: "ab-trader/PyLOB" category: "Trading & Finance" description: "Python limit order book implementation for market microstructure" doc_paths: - "docs" - "README.md" topics: ["order-book", "microstructure", "trading", "limit-orders", "python"] quality_score: 88 priority: 2 # Arbitrage - name: "Crypto Arbitrage" repo: "maxme/bitcoin-arbitrage" category: "Trading & Finance" description: "Cryptocurrency arbitrage opportunity detection" doc_paths: - "docs" - "README.md" topics: ["arbitrage", "crypto", "trading", "opportunity", "bitcoin"] quality_score: 87 priority: 2 - name: "Triangular Arbitrage" repo: "bmoscon/cryptofeed" category: "Trading & Finance" description: "Cryptocurrency exchange feed handler with arbitrage detection" doc_paths: - "docs" - "README.md" topics: ["arbitrage", "crypto", "feed-handler", "trading", "real-time"] quality_score: 91 priority: 1 # Portfolio Optimization - name: "PyPortfolioOpt" repo: "robertmartin8/PyPortfolioOpt" category: "Trading & Finance" description: "Portfolio optimization including efficient frontier and Black-Litterman" doc_paths: - "docs" - "README.md" topics: ["portfolio", "optimization", "markowitz", "black-litterman", "python"] quality_score: 92 priority: 1 - name: "Riskfolio-Lib" repo: "dcajasn/Riskfolio-Lib" category: "Trading & Finance" description: "Portfolio optimization and risk management library" doc_paths: - "docs" - "README.md" topics: ["portfolio", "risk", "optimization", "cvar", "python"] quality_score: 91 priority: 1 - name: "FinRL" repo: "AI4Finance-Foundation/FinRL" category: "Trading & Finance" description: "Deep reinforcement learning for quantitative finance" doc_paths: - "docs" - "README.md" topics: ["reinforcement-learning", "trading", "ai", "portfolio", "deep-learning"] quality_score: 93 priority: 1 # Sentiment Analysis - name: "FinBERT" repo: "ProsusAI/finBERT" category: "Trading & Finance" description: "BERT for financial sentiment analysis" doc_paths: - "docs" - "README.md" topics: ["sentiment", "nlp", "bert", "finance", "analysis"] quality_score: 90 priority: 1 - name: "VADER Sentiment" repo: "cjhutto/vaderSentiment" category: "Trading & Finance" description: "Sentiment analysis tool for social media and financial texts" doc_paths: - "README.rst" topics: ["sentiment", "analysis", "social-media", "trading", "nlp"] quality_score: 89 priority: 2 # Risk Management - name: "Empyrical" repo: "quantopian/empyrical" category: "Trading & Finance" description: "Financial risk metrics and performance analytics" doc_paths: - "docs" - "README.md" topics: ["risk", "metrics", "sharpe", "performance", "analytics"] quality_score: 91 priority: 1 - name: "RiskLab" repo: "hudsonthames/mlfinlab" category: "Trading & Finance" description: "Machine learning financial laboratory with advanced algorithms" doc_paths: - "docs" - "README.md" topics: ["machine-learning", "finance", "risk", "algorithms", "research"] quality_score: 92 priority: 1 # Trading Infrastructure - name: "Arctic" repo: "man-group/arctic" category: "Trading & Finance" description: "High-performance datastore for time series and tick data" doc_paths: - "docs" - "README.md" topics: ["datastore", "timeseries", "tick-data", "trading", "mongodb"] quality_score: 92 priority: 1 - name: "Nautilus Trader" repo: "nautechsystems/nautilus_trader" category: "Trading & Finance" description: "High-performance algorithmic trading platform" doc_paths: - "docs" - "README.md" topics: ["trading", "platform", "high-performance", "python", "rust"] quality_score: 93 priority: 1 # Fixed Income - name: "QuantLib Python" repo: "lballabio/QuantLib-SWIG" category: "Trading & Finance" description: "Python bindings for QuantLib fixed income and derivatives" doc_paths: - "Python/examples" - "README.md" topics: ["fixed-income", "bonds", "derivatives", "quantlib", "python"] quality_score: 92 priority: 1 # Crypto DeFi - name: "Uniswap SDK" repo: "Uniswap/sdk-core" category: "Trading & Finance" description: "SDK for interacting with Uniswap decentralized exchange" doc_paths: - "docs" - "README.md" topics: ["defi", "uniswap", "dex", "crypto", "trading"] quality_score: 91 priority: 1 - name: "Flash Loans" repo: "aave/aave-v3-core" category: "Trading & Finance" description: "DeFi lending protocol with flash loan capabilities" doc_paths: - "docs" - "README.md" topics: ["defi", "flash-loans", "lending", "aave", "crypto"] quality_score: 92 priority: 1 # Commodity Trading - name: "Commodity Trading" repo: "ranaroussi/pyfixmsg" category: "Trading & Finance" description: "Python library for FIX protocol messaging in commodity and futures trading" doc_paths: - "docs" - "README.md" topics: ["commodities", "fix-protocol", "futures", "trading", "messaging"] quality_score: 88 priority: 2 - name: "Futures IO" repo: "joliveros/exchange-datafeed" category: "Trading & Finance" description: "Real-time commodity futures data feed handler" doc_paths: - "docs" - "README.md" topics: ["commodities", "futures", "datafeed", "real-time", "trading"] quality_score: 87 priority: 2 # Energy Markets - name: "PyPSA" repo: "PyPSA/PyPSA" category: "Trading & Finance" description: "Python for Power System Analysis - energy market modeling and optimization" doc_paths: - "doc" - "README.md" topics: ["energy", "power-systems", "optimization", "markets", "trading"] quality_score: 91 priority: 1 - name: "GridCal" repo: "SanPen/GridCal" category: "Trading & Finance" description: "Power systems analysis for energy trading and grid optimization" doc_paths: - "doc" - "README.md" topics: ["energy", "grid", "power-trading", "analysis", "optimization"] quality_score: 89 priority: 2 - name: "PYPOWER" repo: "rwl/PYPOWER" category: "Trading & Finance" description: "Power flow and optimal power flow for energy markets" doc_paths: - "docs" - "README.rst" topics: ["energy", "power-flow", "markets", "optimization", "trading"] quality_score: 88 priority: 2 # Fixed Income Analytics - name: "PyBond" repo: "olivierbinette/pybond" category: "Trading & Finance" description: "Fixed income analytics and bond pricing library" doc_paths: - "docs" - "README.md" topics: ["fixed-income", "bonds", "yield-curve", "pricing", "analytics"] quality_score: 87 priority: 2 - name: "FixedIncome" repo: "tpq/fixedincome" category: "Trading & Finance" description: "Python fixed income securities analytics" doc_paths: - "docs" - "README.md" topics: ["fixed-income", "bonds", "duration", "convexity", "analytics"] quality_score: 86 priority: 2 - name: "Nelson-Siegel-Svensson" repo: "luphord/nelson_siegel_svensson" category: "Trading & Finance" description: "Yield curve modeling with Nelson-Siegel-Svensson models" doc_paths: - "docs" - "README.md" topics: ["yield-curve", "fixed-income", "modeling", "bonds", "rates"] quality_score: 89 priority: 1 # Volatility Trading - name: "PyVolLib Black" repo: "vollib/py_vollib_black" category: "Trading & Finance" description: "Black model for volatility and options on futures" doc_paths: - "docs" - "README.md" topics: ["volatility", "black-model", "options", "futures", "pricing"] quality_score: 90 priority: 1 - name: "Volatility Surface" repo: "QuantLib/QuantLib-Python" category: "Trading & Finance" description: "Volatility surface construction and arbitrage-free interpolation" doc_paths: - "examples" - "README.md" topics: ["volatility", "surface", "interpolation", "options", "calibration"] quality_score: 92 priority: 1 - name: "VIX Trading" repo: "jasonstrimpel/volatility-trading" category: "Trading & Finance" description: "VIX and volatility derivatives trading strategies" doc_paths: - "docs" - "README.md" topics: ["vix", "volatility", "derivatives", "trading", "strategies"] quality_score: 88 priority: 2 - name: "GARCH Models" repo: "bashtage/arch" category: "Trading & Finance" description: "ARCH, GARCH, and other volatility models for trading" doc_paths: - "doc" - "README.md" topics: ["garch", "volatility", "modeling", "forecasting", "risk"] quality_score: 91 priority: 1 # Statistical Arbitrage - name: "Pairs Trading" repo: "marketneutral/pairs-trading-with-ML" category: "Trading & Finance" description: "Statistical arbitrage pairs trading with machine learning" doc_paths: - "docs" - "README.md" topics: ["stat-arb", "pairs-trading", "cointegration", "ml", "arbitrage"] quality_score: 89 priority: 1 - name: "Cointegration" repo: "s-boardman/PyPair" category: "Trading & Finance" description: "Cointegration analysis for statistical arbitrage" doc_paths: - "docs" - "README.md" topics: ["cointegration", "stat-arb", "pairs", "analysis", "trading"] quality_score: 88 priority: 2 - name: "Kalman Filters" repo: "rlabbe/filterpy" category: "Trading & Finance" description: "Kalman filtering for pairs trading and signal extraction" doc_paths: - "docs" - "README.rst" topics: ["kalman-filter", "signal-processing", "pairs-trading", "stat-arb", "filtering"] quality_score: 90 priority: 1 - name: "Mean Reversion" repo: "hudson-and-thames/arbitragelab" category: "Trading & Finance" description: "Statistical arbitrage and mean reversion trading strategies" doc_paths: - "docs" - "README.md" topics: ["mean-reversion", "stat-arb", "arbitrage", "strategies", "ml"] quality_score: 91 priority: 1 # Market Microstructure - name: "Tick Data" repo: "nickmccullum/algorithmic-trading-bot" category: "Trading & Finance" description: "High-frequency tick data processing and microstructure analysis" doc_paths: - "docs" - "README.md" topics: ["tick-data", "microstructure", "hft", "order-flow", "analysis"] quality_score: 87 priority: 2 - name: "LOB Dynamics" repo: "rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategy" category: "Trading & Finance" description: "Limit order book dynamics and microstructure trading" doc_paths: - "docs" - "README.md" topics: ["order-book", "microstructure", "dynamics", "hft", "trading"] quality_score: 88 priority: 2