HIDORAKAI002/ai-workspace-archive
GitHub: HIDORAKAI002/ai-workspace-archive
这是一个大规模自更新的本地AI工具档案,提供数千个智能体技能、MCP服务器和IDE规则,帮助用户高效利用AI助手完成开发、安全和研究任务。
Stars: 15 | Forks: 3
# AI Workspace Archive
**The most comprehensive self-hostable AI developer toolbox on GitHub.**
*29,746 agent skills & files | 22 MCP servers | 3,348 IDE rules | 8 system prompt collections | 12 API providers | 15 no-code platforms | 1,400+ public APIs -- 48 curated local repos, all free*
[  ](https://github.com/HIDORAKAI002/ai-workspace-archive/blob/main/file_counts.json)
## Table of Contents
| # | Pillar | Scale | Path |
|---|---|---|---|
| 1 | [AI Skills and Prompt Library](#pillar-1--ai-skills-and-prompt-library) | 29,746 files from curated repos | `/ai_skills_library/` |
| 2 | [MCP Server Repository](#pillar-2--mcp-server-repository) | 22 repos across 11 categories | `/mcps/` |
| 3 | [IDE Context Rules](#pillar-3--ide-context-rules) | 3,348 AI rules for every stack | `/ide_rules/` |
| 4 | [System Prompts and Frameworks](#pillar-4--system-prompts-and-frameworks) | 8 repos across 4 categories | `/system_prompts/` |
| 5 | [AI API Providers Reference](#pillar-5--ai-api-providers-reference) | 12 providers, 50+ models | `/api_providers/` |
| 6 | [No-Code and Visual Workflow Builders](#pillar-6--no-code-and-visual-workflow-builders) | 15 repos, 29 cloned directories | `/nocode_platforms/` |
| 7 | [Public APIs Directory](#pillar-7--public-apis-directory) | 1,400+ APIs across 40+ categories | `/public_apis/` |
| - | [Quick Start](#quick-start) | Copy-paste commands for each pillar | - |
| - | [Auto-Sync System](#auto-sync-system) | VPS bot + GitHub Actions | - |
| - | [Archive Stats](#archive-stats) | Full breakdown | - |
## Pillar 1 -- AI Skills and Prompt Library
Every file follows the same structure: a YAML frontmatter block declaring the skill name, recommended model, input format, and usage context -- followed by the actual prompt content. Drop any file directly into Claude, Cursor, Gemini, Copilot, or any AI assistant as a system prompt.
Skill Taxonomy -- Full Category Tree
ai_skills_library/skills/ | +-- development/ | +-- frontend/ React, Vue, Angular, Next.js, Svelte, CSS, HTML, animations | +-- backend/ FastAPI, Express, Django, Rails, Go APIs, gRPC, REST design | +-- database/ SQL optimization, schema design, migrations, indexing | +-- devops/ Docker, Kubernetes, Terraform, CI/CD, GitHub Actions, AWS | +-- mobile/ React Native, Flutter, Swift, Kotlin, iOS, Android | +-- security/ Pen testing, code review, OWASP, vulnerability analysis | +-- ai-ml/ LLM integration, embeddings, RAG, fine-tuning, agents | +-- productivity/ | +-- writing/ Emails, reports, documentation, blog posts, READMEs | +-- analysis/ Research synthesis, data analysis, competitor research | +-- planning/ Project specs, task breakdown, sprint planning, roadmaps | +-- communication/ Meeting summaries, presentations, Slack messages | +-- finance/ Financial modeling, budget analysis, investment memos | +-- creative/ | +-- design/ UI/UX briefs, design systems, Figma instructions | +-- marketing/ Ad copy, landing pages, social media, brand voice | +-- multimedia/ Video scripts, podcast outlines, image prompts | +-- other/ +-- uncategorized/ Domain-specific skills: legal, medical, education, scienceSource Repositories -- All 23 Origins
| Folder | Original Repository | Focus Area | |---|---|---| | `agentscope-skills` | [modelscope/agentscope](https://github.com/modelscope/agentscope) | Multi-agent framework skills | | `alirezarezvani-skills` | Community contribution | Persian-language AI skills | | `anthropics-skills` | [anthropics/anthropic-cookbook](https://github.com/anthropics/anthropic-cookbook) | Official Anthropic prompt recipes | | `apify-skills` | [apify/actors-mcp-server](https://github.com/apify/actors-mcp-server) | Web scraping and automation | | `awesome-copilot` | [github/awesome-copilot](https://github.com/github/awesome-copilot) | GitHub Copilot instructions | | `factory-skills` | Community contribution | Software factory workflows | | `flare-skills` | Community contribution | Flare platform skills | | `gmh5225-awesome-skills` | Community curation | Mixed domain skills | | `heilcheng-agent-skills` | Community contribution | Chinese-language agent skills | | `hf-skills` | [huggingface/agents-course](https://github.com/huggingface/agents-course) | HuggingFace AI agent course | | `integralist-skills` | Community contribution | DevOps and SRE focused skills | | `karanb-claude-skills` | Community contribution | Claude-specific skill patterns | | `obsidian-skills` | Community contribution | Obsidian PKM productivity skills | | `openai-skills` | [openai/openai-cookbook](https://github.com/openai/openai-cookbook) | Official OpenAI examples | | `openclaw-skills` | Community contribution | Legal and contract AI skills | | `planning-with-files` | Community contribution | File-based planning skills | | `promptdeploy` | Community contribution | Prompt deployment workflows | | `shajith-skills` | Community contribution | Full-stack dev skills | | `sickn33-awesome-skills` | Community curation | The original comprehensive skill list | | `sugarforever-skills` | Community contribution | Data science and ML skills | | `voltagent-agent-skills` | [voltagent/voltagent](https://github.com/voltagent/voltagent) | VoltAgent framework skills | | `wordpress-skills` | Community contribution | WordPress and CMS skills | | `yoriiis-skills` | Community contribution | JavaScript ecosystem skills |Development Skills -- What is Inside
**Frontend** (`development/frontend/`) - React component generation with proper hooks, context, and TypeScript - Next.js App Router pages with RSC, server actions, and metadata - Vue 3 Composition API components with Pinia state management - CSS animation and glassmorphism design patterns - Accessibility audit and ARIA implementation - Performance optimization: lazy loading, code splitting, bundle analysis **Backend** (`development/backend/`) - FastAPI endpoint generation with Pydantic models and async patterns - Express.js REST API scaffolding with middleware and error handling - Django views, serializers, and ORM query optimization - GraphQL schema design and resolver implementation - gRPC service definition and implementation - API design review and OpenAPI documentation **Database** (`development/database/`) - PostgreSQL query optimization and index strategy - MongoDB schema design and aggregation pipelines - Database migration scripting and rollback plans - Redis caching layer design - SQL to NoSQL migration planning **DevOps** (`development/devops/`) - Dockerfile multi-stage build optimization - Kubernetes manifest generation (Deployments, Services, Ingress, HPA) - Terraform module writing for AWS/GCP/Azure - GitHub Actions workflow construction - Helm chart creation and values configuration - Infrastructure cost analysis **Security** (`development/security/`) - OWASP Top 10 vulnerability checklist scanning - Dependency audit and CVE identification - JWT authentication flow design - Penetration testing plan generation - Secure code review with specific code pattern checks **AI/ML** (`development/ai-ml/`) - RAG pipeline design and implementation - LLM evaluation framework setup - Embedding generation and vector store integration - Fine-tuning dataset preparation - Agent reasoning chain construction - Multi-modal prompt engineeringProductivity Skills -- What is Inside
**Writing** (`productivity/writing/`) - Technical documentation generation from code - README.md creation with badges, TOC, examples - Executive summary distillation from long documents - Blog post drafting with SEO structure - Email drafting for various tones (formal, startup, sales) - API reference documentation **Analysis** (`productivity/analysis/`) - Research paper summarization with key findings extraction - Competitor analysis with SWOT framework - Market sizing and TAM/SAM/SOM breakdown - Data interpretation and insight generation - Literature review synthesis - Survey result analysis **Planning** (`productivity/planning/`) - Project spec document generation - Sprint planning and story point estimation - OKR and KPI framework setup - Risk assessment matrix construction - Roadmap timeline creation - Resource allocation planning **Finance** (`productivity/finance/`) - Financial model construction in tabular format - Investor memo drafting - Budget variance analysis - Unit economics calculation (CAC, LTV, MRR) - Cash flow projectionCreative Skills -- What is Inside
**Design** (`creative/design/`) - Design system token specification (colors, typography, spacing) - Component UI brief writing for developers - UX research interview script generation - Figma component naming convention setup - Brand identity guidelines documentation **Marketing** (`creative/marketing/`) - Landing page copy with CTA optimization - Google/Meta ad copy variants (A/B sets) - Social media calendar and content planning - Email campaign sequence writing - Product launch announcement drafting - Brand voice guide creation **Multimedia** (`creative/multimedia/`) - YouTube video script with hook, body, CTA - Podcast episode outline and question generation - Midjourney/DALL-E prompt engineering - Short-form video caption writing - Thumbnail concept descriptionsOfficial Anthropic (11 repos)
| Repo Folder | GitHub | Description | |---|---|---| | `servers` | [modelcontextprotocol/servers](https://github.com/modelcontextprotocol/servers) | Official MCP reference server implementations | | `python-sdk` | [modelcontextprotocol/python-sdk](https://github.com/modelcontextprotocol/python-sdk) | Python SDK for building MCP servers and clients | | `typescript-sdk` | [modelcontextprotocol/typescript-sdk](https://github.com/modelcontextprotocol/typescript-sdk) | TypeScript/Node.js SDK | | `java-sdk` | [modelcontextprotocol/java-sdk](https://github.com/modelcontextprotocol/java-sdk) | Java SDK for JVM-based MCP servers | | `kotlin-sdk` | [modelcontextprotocol/kotlin-sdk](https://github.com/modelcontextprotocol/kotlin-sdk) | Kotlin SDK for Android/JVM | | `csharp-sdk` | [modelcontextprotocol/csharp-sdk](https://github.com/modelcontextprotocol/csharp-sdk) | C# / .NET SDK | | `rust-sdk` | [modelcontextprotocol/rust-sdk](https://github.com/modelcontextprotocol/rust-sdk) | Rust SDK for high-performance servers | | `inspector` | [modelcontextprotocol/inspector](https://github.com/modelcontextprotocol/inspector) | Visual debugging tool for MCP servers | | `specification` | [modelcontextprotocol/specification](https://github.com/modelcontextprotocol/specification) | Official MCP protocol specification | | `docs` | [modelcontextprotocol/modelcontextprotocol.io](https://github.com/modelcontextprotocol/modelcontextprotocol.io) | Official documentation site | | `create-typescript-server` | [modelcontextprotocol/create-typescript-server](https://github.com/modelcontextprotocol/create-typescript-server) | Scaffolder for new TS MCP servers |Browser Automation (4 repos)
| Repo Folder | GitHub | Stars | Description | |---|---|---|---| | `playwright-mcp` | [microsoft/playwright-mcp](https://github.com/microsoft/playwright-mcp) | 12K+ | Microsoft official Playwright MCP -- control any browser | | `mcp-playwright` | [executeautomation/mcp-playwright](https://github.com/executeautomation/mcp-playwright) | 800+ | Playwright test automation via MCP | | `mcp-server-browserbase` | [browserbase/mcp-server-browserbase](https://github.com/browserbase/mcp-server-browserbase) | 500+ | Cloud browser automation with Browserbase | | `chrome-devtools-mcp` | [AgentDeskAI/browser-tools-mcp](https://github.com/AgentDeskAI/browser-tools-mcp) | 500+ | Access Chrome DevTools Protocol via MCP |Databases (12 repos)
| Repo Folder | GitHub | Stars | DB / Service | |---|---|---|---| | `supabase-mcp` | [supabase-community/supabase-mcp](https://github.com/supabase-community/supabase-mcp) | 1K+ | Supabase (PostgreSQL + Auth + Storage) | | `mcp-snowflake-server` | [isaacwasserman/mcp-snowflake-server](https://github.com/isaacwasserman/mcp-snowflake-server) | 300+ | Snowflake data warehouse | | `mcp-bigquery-server` | [ergut/mcp-bigquery-server](https://github.com/ergut/mcp-bigquery-server) | 200+ | Google BigQuery | | `mcp-mongo-server` | [mongodb-developer/mcp-mongo-server](https://github.com/mongodb-developer/mcp-mongo-server) | 400+ | MongoDB document database | | `mcp-redis` | [redis/mcp-redis](https://github.com/redis/mcp-redis) | 300+ | Redis key-value cache | | `mcp-neo4j` | [neo4j-contrib/mcp-neo4j](https://github.com/neo4j-contrib/mcp-neo4j) | 200+ | Neo4j graph database | | `mcp-clickhouse` | [ClickHouse/mcp-clickhouse](https://github.com/ClickHouse/mcp-clickhouse) | 150+ | ClickHouse analytics DB | | `mcp-mysql-server` | Community | 100+ | MySQL database | | `dbhub` | [bytebase/dbhub](https://github.com/bytebase/dbhub) | 400+ | Universal DB gateway (multi-DB support) | | `mcp-database-server` | Community | - | Universal database MCP | | `mysql_mcp_server` | Community | - | Secondary MySQL implementation | | `mcp-sqlite-server` | Community | - | Local SQLite DB via MCP |Cloud Platforms (3 repos)
| Repo Folder | GitHub | Stars | Platform | |---|---|---|---| | `aws-mcp-server` | [alexei-led/aws-mcp-server](https://github.com/alexei-led/aws-mcp-server) | 500+ | AWS -- EC2, S3, Lambda, IAM, CloudWatch | | `kubernetes-mcp-server` | [manusa/kubernetes-mcp-server](https://github.com/manusa/kubernetes-mcp-server) | 300+ | Kubernetes cluster management (Java) | | `mcp-k8s-go` | [strowk/mcp-k8s-go](https://github.com/strowk/mcp-k8s-go) | 400+ | Kubernetes management (Go, fast) |Search Engines (5 repos)
| Repo Folder | GitHub | Stars | Service | |---|---|---|---| | `exa-mcp-server` | [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) | 600+ | Exa -- AI-native semantic search | | `tavily-mcp` | [tavily-ai/tavily-mcp](https://github.com/tavily-ai/tavily-mcp) | 300+ | Tavily -- research-focused search API | | `brave-search-mcp` | Community | 200+ | Brave Search -- private web search | | `serpapi-mcp-server` | Community | 100+ | SerpAPI -- Google/Bing/YouTube results | | `actors-mcp-server` | [apify/actors-mcp-server](https://github.com/apify/actors-mcp-server) | 400+ | Apify -- web scraping actors as tools |Developer & Filesystem Tools (5 repos)
| Repo Folder | GitHub | Stars | What It Does | |---|---|---|---| | `mcp-filesystem-server` | [modelcontextprotocol/servers](https://github.com/modelcontextprotocol/servers) | 15K+ | Read/write local files and directories | | `mcp-server-commands` | [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) | 200+ | Run shell commands via MCP | | `mcp-youtube` | [suekou/mcp-youtube](https://github.com/suekou/mcp-youtube) | 150+ | YouTube transcript and video data | | `filesystem_servers` | Community | - | Additional filesystem integration wrappers | | `delimit-mcp-server` | [delimit-ai/delimit-mcp-server](https://github.com/delimit-ai/delimit-mcp-server) | 10+ | API governance, persistent memory, multi-model context, policy enforcement |Frameworks and SDKs (12 repos)
| Repo Folder | GitHub | Stars | Language / Purpose | |---|---|---|---| | `python-sdk` | [modelcontextprotocol/python-sdk](https://github.com/modelcontextprotocol/python-sdk) | 5K+ | Build MCP servers in Python | | `typescript-sdk` | [modelcontextprotocol/typescript-sdk](https://github.com/modelcontextprotocol/typescript-sdk) | 5K+ | Build MCP servers in TypeScript | | `java-sdk` | [modelcontextprotocol/java-sdk](https://github.com/modelcontextprotocol/java-sdk) | 500+ | Build MCP servers in Java | | `kotlin-sdk` | [modelcontextprotocol/kotlin-sdk](https://github.com/modelcontextprotocol/kotlin-sdk) | 300+ | Build MCP servers in Kotlin | | `csharp-sdk` | [modelcontextprotocol/csharp-sdk](https://github.com/modelcontextprotocol/csharp-sdk) | 400+ | Build MCP servers in C# | | `rust-sdk` | [modelcontextprotocol/rust-sdk](https://github.com/modelcontextprotocol/rust-sdk) | 300+ | Build MCP servers in Rust | | `mcp-agent` | [lastmile-ai/mcp-agent](https://github.com/lastmile-ai/mcp-agent) | 500+ | Agent orchestration framework using MCP | | `mcp-framework` | [QuantGeekDev/mcp-framework](https://github.com/QuantGeekDev/mcp-framework) | 300+ | Framework for building MCP servers quickly | | `create-typescript-server` | [modelcontextprotocol/create-typescript-server](https://github.com/modelcontextprotocol/create-typescript-server) | 400+ | CLI scaffolder for new TypeScript MCP servers | | `mcphost` | Community | - | MCP Host implementation | | `inspector` | [modelcontextprotocol/inspector](https://github.com/modelcontextprotocol/inspector) | - | Inspector tools | | `openai-agents-python` | Community | - | Python agents integration |Version Control and Git (5 repos)
| Repo Folder | GitHub | Stars | Description | |---|---|---|---| | `github-mcp-server` | [github/github-mcp-server](https://github.com/github/github-mcp-server) | 5K+ | Official GitHub MCP -- PRs, issues, repos | | `git-mcp` | [idosal/git-mcp](https://github.com/idosal/git-mcp) | 400+ | Git operations: commit, branch, diff, blame | | `mcp-filesystem-server` | [modelcontextprotocol/servers](https://github.com/modelcontextprotocol/servers) | 15K+ | File-level operations tied to git workflows | | `mcp-package-docs` | [upstash/mcp-package-docs](https://github.com/upstash/mcp-package-docs) | 200+ | Fetch npm/PyPI package documentation | | `mcp-server-commands` | [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) | 200+ | Run git commands as MCP tools |Registries and Curated Lists (3 repos)
| Repo Folder | GitHub | Stars | Description | |---|---|---|---| | `awesome-mcp-list` | [wong2/awesome-mcp-servers](https://github.com/wong2/awesome-mcp-servers) | 5K+ | Curated list of 500+ MCP servers | | `mcpm` | [mcpm/mcpm](https://github.com/mcpm/mcpm) | 300+ | MCP package manager -- install servers like npm | | `curated_awesome_lists` | Community | - | Additional curated references |AI & ML Services (6 repos)
| Repo Folder | Category | Description | |---|---|---| | `mcp-agent` | Discovery | Agent orchestration via MCP | | `mcp-hfspace` | HuggingFace | Access HuggingFace Spaces from MCP | | `mcp-k8s-go` | Infra | Kubernetes management via AI | | `mcp-snowflake-server` | Data | Snowflake database intel | | `mcphost` | Server | Hosting bindings | | `openai-agents-python` | Python | SDK integration layer |Miscellaneous & Specialized (27 repos)
Includes 27 deeply specialized MCP implementations ranging across APIs, niche data platforms, communication bridges (Slack/Teams), and local productivity bridges: - Miscellaneous standalone servers (25 repos) - Communication & Collaboration servers (1 repo) - Additional Productivity tools (1 repo) These can be browsed safely via the `mcps/misc_specialized/` folder.How to Connect an MCP Server
**1. Find the server you want:** ls mcps/databases/ # List all database servers ls mcps/browser_automation/ # List all browser servers **2. Install it:** cd mcps/databases/supabase-mcp npm install # or: pip install -e . / cargo build { "mcpServers": { "supabase": { "command": "node", "args": ["/path/to/mcps/databases/supabase-mcp/build/index.js"], "env": { "SUPABASE_URL": "...", "SUPABASE_KEY": "..." } } } } **4. Restart Claude Desktop** -- the tool appears automatically.How IDE Rules Work
| File Type | Compatible With | Where to Place | |---|---|---| | `.cursorrules` | Cursor IDE | Project root | | `.mdc` files | Cursor (newer format) | `.cursor/rules/*.mdc` | | `.clinerules` | Cline VS Code Extension | Project root | | `.github/copilot-instructions.md` | GitHub Copilot | `.github/` folder | | `SYSTEM_PROMPT.md` | Any AI chat | Use as system prompt |Frontend Frameworks
| Rule File | Stack | What It Enforces | |---|---|---| | `react-typescript.cursorrules` | React + TypeScript | hooks-only patterns, strict types, no class components | | `nextjs-app-router.cursorrules` | Next.js 14+ | App Router, RSC, server actions, metadata API | | `nextjs-tailwind.mdc` | Next.js + Tailwind | utility-first, no custom CSS, mobile-first | | `vue3-typescript.cursorrules` | Vue 3 + TS | Composition API, script setup, Pinia, Vite | | `nuxt3.cursorrules` | Nuxt 3 | auto-imports, Nitro, composables, useAsyncData | | `svelte5.cursorrules` | Svelte 5 | runes syntax, $state, $derived, $effect | | `angular17.cursorrules` | Angular 17+ | standalone components, signals, new control flow | | `remix.cursorrules` | Remix | loaders, actions, progressive enhancement | | `astro.cursorrules` | Astro | island architecture, content collections, SSG | | `solid-js.cursorrules` | SolidJS | fine-grained reactivity, no virtual DOM patterns |Backend Frameworks
| Rule File | Stack | What It Enforces | |---|---|---| | `python-fastapi.cursorrules` | FastAPI + Python | Pydantic v2, async/await, dependency injection | | `python-django.cursorrules` | Django | ORM patterns, CBVs vs FBVs, signals | | `python-flask.cursorrules` | Flask | blueprints, application factory pattern | | `nodejs-express.cursorrules` | Node.js + Express | middleware chain, error handling, REST conventions | | `go-gin.cursorrules` | Go + Gin | idiomatic Go, error propagation, zero-alloc patterns | | `rust-axum.cursorrules` | Rust + Axum | ownership patterns, tower middleware, async traits | | `java-spring.cursorrules` | Spring Boot | DI, JPA, REST with proper HTTP semantics | | `ruby-rails.cursorrules` | Ruby on Rails | convention over config, ActiveRecord, REST | | `php-laravel.cursorrules` | Laravel | Eloquent, Blade, service providers | | `elixir-phoenix.cursorrules` | Elixir + Phoenix | functional patterns, LiveView, contexts |Mobile Development
| Rule File | Stack | What It Enforces | |---|---|---| | `react-native.cursorrules` | React Native | platform-specific code, performance, navigation | | `expo.cursorrules` | Expo | managed workflow, EAS, expo-router | | `flutter.cursorrules` | Flutter | widget tree, state management, null safety | | `swift-swiftui.cursorrules` | Swift + SwiftUI | MVVM, Combine, async/await, ViewModels | | `kotlin-android.cursorrules` | Kotlin Android | Coroutines, Jetpack, MVVM, Room |Database and Data
| Rule File | Stack | What It Enforces | |---|---|---| | `postgresql.cursorrules` | PostgreSQL | indexing strategy, EXPLAIN plans, CTEs | | `prisma.cursorrules` | Prisma ORM | schema design, migrations, query optimization | | `drizzle.cursorrules` | Drizzle ORM | type-safe queries, schema-first, edge-compatible | | `mongodb.cursorrules` | MongoDB | schema design, aggregation, indexing | | `supabase.cursorrules` | Supabase | RLS policies, Edge Functions, realtime | | `firebase.cursorrules` | Firebase | Firestore rules, Cloud Functions, Auth |AI / ML Engineering
| Rule File | Stack | What It Enforces | |---|---|---| | `langchain.cursorrules` | LangChain | LCEL, chains, agents, memory patterns | | `langgraph.cursorrules` | LangGraph | stateful agents, graph nodes, human-in-loop | | `llamaindex.cursorrules` | LlamaIndex | RAG pipelines, indices, query engines | | `openai-api.cursorrules` | OpenAI SDK | streaming, function calling, token management | | `anthropic-api.cursorrules` | Anthropic SDK | tool use, streaming, prompt caching | | `huggingface.cursorrules` | HuggingFace | transformers, datasets, PEFT, inference | | `pytorch.cursorrules` | PyTorch | tensor ops, training loops, CUDA, DataLoaders |DevOps and Infrastructure
| Rule File | Stack | What It Enforces | |---|---|---| | `dockerfile.cursorrules` | Docker | multi-stage builds, layer caching, non-root users | | `kubernetes.cursorrules` | Kubernetes | resource limits, probes, RBAC, network policies | | `terraform.cursorrules` | Terraform | modules, state management, naming conventions | | `github-actions.cursorrules` | GitHub Actions | workflow reuse, secrets, matrix builds, caching | | `helm.cursorrules` | Helm | chart structure, values hierarchy, templating |How to Use Any Rule
# 1. Find your stack ls ide_rules/cursor/ | grep -i next # 2. Copy to your project cp ide_rules/cursor/nextjs-app-router.cursorrules /your-project/.cursorrules # 3. Open Cursor -- AI is instantly context-aware # For newer Cursor MDC format: mkdir -p /your-project/.cursor/rules cp ide_rules/cursor/nextjs-app-router.mdc /your-project/.cursor/rules/ # For GitHub Copilot: cp ide_rules/copilot/nextjs.md /your-project/.github/copilot-instructions.mdLeaked System Prompts Collections
| Folder | Repository | Stars | What is Inside | |---|---|---|---| | `system-prompts-and-models-of-ai-tools` | [x1xhlol/system-prompts-and-models-of-ai-tools](https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools) | **111K+** | Claude Code, Cursor, Windsurf, Devin, v0, Perplexity, Notion AI, GitHub Copilot, Lovable, Bolt | | `thebigpromptlibrary` | [0xeb/TheBigPromptLibrary](https://github.com/0xeb/TheBigPromptLibrary) | 5K+ | Massive curated library of GPT and Claude system prompts | | `chatgpt_system_prompt` | [LouisShark/chatgpt_system_prompt](https://github.com/LouisShark/chatgpt_system_prompt) | 8K+ | Hundreds of leaked ChatGPT custom GPT instructions |Prompt Engineering Guides (3 repos)
| Folder | Repository | Stars | Content | |---|---|---|---| | `awesome-chatgpt-prompts` | [f/awesome-chatgpt-prompts](https://github.com/f/awesome-chatgpt-prompts) | **115K+** | 157 expert role prompts | | `awesome-aipromptlib` | Community | 5K+ | Curated prompt patterns | | `Prompt_Engineering` | [NirDiamant/Prompt_Engineering](https://github.com/NirDiamant/Prompt_Engineering) | 8K+ | 22 hands-on Jupyter tutorials: zero-shot, few-shot, CoT, ReAct, ToT |Prompt Testing and Evaluation (3 repos)
| Folder | Repository | Stars | What It Does | |---|---|---|---| | `promptfoo` | [promptfoo/promptfoo](https://github.com/promptfoo/promptfoo) | 5K+ | Run automated test suites against your prompts. Compare model outputs, catch regressions | | `helicone` | [helicone/helicone](https://github.com/helicone/helicone) | 2K+ | LLM observability: request logging, cost tracking, latency, prompt versioning | | `langfuse` | [langfuse/langfuse](https://github.com/langfuse/langfuse) | 7K+ | LLM engineering platform: traces, evaluations, prompt management |Safety and Guardrails (3 repos)
| Folder | Repository | Stars | What It Does | |---|---|---|---| | `NeMo-Guardrails` | [NVIDIA/NeMo-Guardrails](https://github.com/NVIDIA/NeMo-Guardrails) | 4K+ | NVIDIA toolkit for programmable guardrails via Colang DSL | | `guardrails` | [guardrails-ai/guardrails](https://github.com/guardrails-ai/guardrails) | 4K+ | Validate and fix LLM outputs against schemas | | `rebuff` | [protectai/rebuff](https://github.com/protectai/rebuff) | 1K+ | Self-hardening prompt injection detector |Category Champions -- Who Wins What
| Category | Winner | Details | Runner Up | |---|---|---|---| | Cheapest Input | DeepSeek V3 | $0.28/M tokens | Gemini 2.5 Flash-Lite ($0.10/M) | | Best Free Tier | DeepSeek | 5M free tokens/month | Google Gemini (1,500 req/day) | | Largest Context | xAI Grok | 2M token window | OpenAI GPT-4.1 / Claude / Gemini (1M) | | Fastest Inference | Groq | 1,000+ tokens/sec | Fireworks / Together AI | | Best Reasoning | Claude Opus 4.6 / o3 | - | DeepSeek R1 (10x cheaper) | | Best Coding | Claude 3.5 Sonnet / GPT-4.1 | - | DeepSeek V3 | | Best Multimodal | Gemini 2.5 Pro | Images+audio+video | GPT-4o | | Best EU/Privacy | Mistral AI | EU data residency | Google Gemini EU | | Best Embeddings | Cohere Embed 4 | $0.12/M | OpenAI text-embedding-3-small | | Best Self-Hosted | Meta Llama 4 | Free open weights | Mistral (open-weight) |OpenAI -- All Models and Pricing
**SDK:** `pip install openai` / `npm install openai` | Model | Input $/1M | Output $/1M | Context | Best For | |---|---|---|---|---| | `gpt-4.1` | $2.00 | $8.00 | 1M | Best overall coding + reasoning | | `gpt-4.1-mini` | $0.40 | $1.60 | 1M | Balanced cost/quality | | `gpt-4.1-nano` | $0.10 | $0.40 | 1M | High-volume, simple tasks | | `gpt-4o` | $2.50 | $10.00 | 128K | Multimodal (images, audio) | | `gpt-4o-mini` | $0.15 | $0.60 | 128K | Fast + cheap, most popular | | `o3` | $2.00 | $8.00 | 200K | Extended reasoning chains | | `o4-mini` | $1.10 | $4.40 | 200K | Fast reasoning, cheap | from openai import OpenAI client = OpenAI(api_key="sk-...") r = client.chat.completions.create(model="gpt-4o-mini", messages=[{"role":"user","content":"Hello"}]) print(r.choices[0].message.content)Anthropic Claude -- All Models and Pricing
**SDK:** `pip install anthropic` / `npm install @anthropic-ai/sdk` | Model | Input $/1M | Output $/1M | Context | Best For | |---|---|---|---|---| | `claude-opus-4-6` | $5.00 | $25.00 | 1M | Hardest reasoning, research | | `claude-sonnet-3-7` | $3.00 | $15.00 | 1M | Best agent / tool use | | `claude-sonnet-3-5` | $3.00 | $15.00 | 200K | Best coding, daily driver | | `claude-haiku-4-5` | $1.00 | $5.00 | 1M | Fast + affordable |Google Gemini -- All Models and Pricing
**SDK:** `pip install google-generativeai` | Model | Input $/1M | Output $/1M | Context | Best For | |---|---|---|---|---| | `gemini-2.5-pro` | $1.25 | $10.00 | 1M | Best multimodal, 1M context | | `gemini-2.5-flash` | $0.15 | $0.60 | 1M | Speed + budget balance | | `gemini-2.5-flash-lite` | $0.10 | $0.40 | 1M | Cheapest capable model | **Free Tier (no credit card):** 1,500 requests/day on Flash modelsDeepSeek -- All Models and Pricing
**SDK:** OpenAI-compatible (`pip install openai`), Base URL: `https://api.deepseek.com/v1` | Model | Input $/1M | Output $/1M | Context | Best For | |---|---|---|---|---| | `deepseek-chat` (V3) | $0.28 | $1.10 | 128K | Best value for money -- GPT-4 quality at 1/10 cost | | `deepseek-reasoner` (R1) | $0.55 | $2.19 | 128K | Reasoning chains, math, logic | **Free tier:** 5M tokens/month. No credit card needed.xAI Grok -- All Models and Pricing
**SDK:** OpenAI-compatible, Base URL: `https://api.x.ai/v1` | Model | Input $/1M | Output $/1M | Context | Best For | |---|---|---|---|---| | `grok-4` | $3.00 | $15.00 | **2M** | Largest public context window | | `grok-4.1` | $2.00 | $10.00 | **2M** | Long document analysis | | `grok-4.1-fast` | $0.20 | $0.80 | 128K | Fast, cheap Grok |Groq -- All Models and Pricing
**SDK:** OpenAI-compatible (`pip install groq`), Base URL: `https://api.groq.com/openai/v1` | Model | Input $/1M | Output $/1M | Speed | Context | |---|---|---|---|---| | `llama-4-maverick` | $0.50 | $0.77 | 800 tok/s | 128K | | `llama-4-scout` | $0.11 | $0.34 | **1,000+ tok/s** | 128K | | `llama-3.1-8b` | $0.05 | $0.08 | **1,200 tok/s** | 128K | | `whisper-large-v3` | $0.111/hr | - | Fastest STT | Audio | **Real-time use case:** Groq is the go-to for human-speed responses -- voice apps, real-time agents, streaming UIs.OpenRouter -- 300+ Models, One API Key
**SDK:** OpenAI-compatible, Base URL: `https://openrouter.ai/api/v1` Route to any model from a single API key. Auto-fallback, load balancing, unified billing. | Category | Top Models Available | |---|---| | Top Tier | Claude Opus, GPT-4o, Gemini 2.5 Pro, Grok 4 | | Mid Tier | Claude Sonnet, GPT-4o-mini, Gemini Flash | | Budget | DeepSeek V3, Llama 4, Mistral Small, Qwen | | Free | 50+ free models (rate limited) |Meta Llama -- Free Forever (Self-Host)
| Model | Parameters | VRAM Required | Context | |---|---|---|---| | `Llama-3.2-1B` | 1B | 2 GB | 128K | | `Llama-3.2-3B` | 3B | 4 GB | 128K | | `Llama-3.1-8B` | 8B | 8 GB | 128K | | `Llama-3.3-70B` | 70B | 40 GB | 128K | | `Llama-4-Scout` | 17B active (109B MoE) | 24 GB | 10M | | `Llama-4-Maverick` | 17B active (400B MoE) | 80 GB | 1M | **Run locally:** `ollama run llama3.3:70b`Full API Reference Files
Each provider has a dedicated markdown file in `/api_providers/`: | File | Contents | |---|---| | `major_cloud_providers/OpenAI.md` | All models, pricing, rate limits, endpoints, code examples | | `major_cloud_providers/Anthropic.md` | Claude models, tool use, caching, streaming | | `major_cloud_providers/Gemini.md` | All Gemini models, multimodal, free tier details | | `major_cloud_providers/DeepSeek.md` | V3 and R1 full breakdown | | `major_cloud_providers/Grok.md` | xAI models and 2M context window details | | `major_cloud_providers/Mistral.md` | EU-hosted options, codestral, embedding | | `major_cloud_providers/Cohere.md` | RAG-specialized, reranking, embed v4 | | `major_cloud_providers/Groq.md` | Speed benchmarks, all supported models | | `unified_api_platforms/OpenRouter.md` | 300+ model catalogue, free tier list | | `cloud_provider_ai_services/Azure_OpenAI.md` | Enterprise compliance, PTU pricing | | `cloud_provider_ai_services/AWS_Bedrock.md` | IAM setup, on-demand vs provisioned | | `open_source_models/Meta_Llama.md` | Download links, hardware requirements | | `_COMPARISON.md` | Side-by-side winner table for every category |AI Workflow Automation Platforms (7 repos)
| Folder | Repository | Stars | What It Is | |---|---|---|---| | `n8n` | [n8n-io/n8n](https://github.com/n8n-io/n8n) | **181K+** | Most popular open-source workflow automation. 400+ integrations, native AI, self-hostable | | `dify` | [langgenius/dify](https://github.com/langgenius/dify) | **135K+** | Full-stack LLMOps platform. Visual workflow builder with RAG, 50+ model providers | | `langflow` | [langflow-ai/langflow](https://github.com/langflow-ai/langflow) | **146K+** | Drag-and-drop builder for LangChain and RAG applications | | `Flowise` | [FlowiseAI/Flowise](https://github.com/FlowiseAI/Flowise) | **51K+** | Visual LangChain + AI agent builder. 100+ integrations | | `activepieces` | [activepieces/activepieces](https://github.com/activepieces/activepieces) | **21K+** | AI Agents + MCP + automation. Zapier alternative | | `trigger_dev` | [triggerdotdev/trigger.dev](https://github.com/triggerdotdev/trigger.dev) | **14K+** | Developer-first background jobs. Perfect for AI pipelines | | `windmill` | [windmill-labs/windmill](https://github.com/windmill-labs/windmill) | **16K+** | 13x faster than Airflow. Retool alternative |Low-Code Internal Tools (4 repos)
| Folder | Repository | Stars | What It Is | |---|---|---|---| | `appsmith` | [appsmithorg/appsmith](https://github.com/appsmithorg/appsmith) | **39K+** | Build admin panels, dashboards. 25+ DB integrations | | `ToolJet` | [ToolJet/ToolJet](https://github.com/ToolJet/ToolJet) | **37K+** | AI-native low-code platform. 50+ UI components | | `budibase` | [Budibase/budibase](https://github.com/Budibase/budibase) | **27K+** | Build internal tools with AI agents. Model agnostic | | `nocodb` | [nocodb/nocodb](https://github.com/nocodb/nocodb) | **62K+** | Airtable replacement. REST + GraphQL auto-generated |n8n Templates and Resources (3 repos)
| Folder | Repository | Stars | What is Inside | |---|---|---|---| | `awesome-n8n-templates` | [enescingoz/awesome-n8n-templates](https://github.com/enescingoz/awesome-n8n-templates) | **19K+** | 280+ hand-picked n8n workflow templates | | `AI-Workflow-Hub-2000-` | [emretasss/AI-Workflow-Hub-2000-](https://github.com/emretasss/AI-Workflow-Hub-2000-) | 1.5K+ | **2,000+ free n8n AI automation workflows** | | `n8n-hosting` | [n8n-io/n8n-hosting](https://github.com/n8n-io/n8n-hosting) | 1.5K+ | Official Docker + Kubernetes configs for self-hosting |Flowise Related Tools (2 repos)
| Folder | Repository | Description | |---|---|---| | `FlowiseDocs` | [FlowiseAI/FlowiseDocs](https://github.com/FlowiseAI/FlowiseDocs) | Complete Flowise documentation | | `flowise-to-langchain` | [iaminawe/flowise-to-langchain](https://github.com/iaminawe/flowise-to-langchain) | Convert Flowise flows to production LangChain code |Dify Related Tools (2 repos)
| Folder | Repository | Description | |---|---|---| | `dify-docs` | [langgenius/dify-docs](https://github.com/langgenius/dify-docs) | Complete Dify documentation offline | | `dify-helm` | [BorisPolonsky/dify-helm](https://github.com/BorisPolonsky/dify-helm) | Kubernetes Helm chart for deploying Dify |Additional No-Code Platforms (4 repos)
| Folder | Repository | Stars | What It Is | |---|---|---|---| | `directus` | [directus/directus](https://github.com/directus/directus) | **34K+** | Instant REST+GraphQL API for any SQL database | | `hoppscotch` | [hoppscotch/hoppscotch](https://github.com/hoppscotch/hoppscotch) | **78K+** | Open-source Postman alternative | | `plane` | [makeplane/plane](https://github.com/makeplane/plane) | **35K+** | Open-source Jira / Linear alternative | | `rowy` | [rowyio/rowy](https://github.com/rowyio/rowy) | **6.8K+** | Airtable-like UI for Firestore |Platform Feature Comparison
| Feature | n8n | Dify | Flowise | Langflow | Activepieces | Windmill | |---|---|---|---|---|---|---| | Visual Builder | Yes | Yes | Yes | Yes | Yes | Yes | | Self-Hostable | Yes | Yes | Yes | Yes | Yes | Yes | | Native LLM/AI | Yes | Yes | Yes | Yes | Yes | Yes | | Built-in RAG | Partial | Yes | Yes | Yes | No | No | | Multi-Agent | Yes | Yes | Yes | Yes | Yes | No | | Integrations | 400+ | 50+ | 100+ | 50+ | 280+ | Any | | License | Fair-code | Apache 2.0 | Apache 2.0 | MIT | MIT | AGPL-3.0 |Animals
| API | Description | Auth | |---|---|---| | Dog CEO | Random dog images by breed | None | | TheCatAPI | Cat images + breeds + facts | API Key | | RandomFox | Random fox images | None | | HTTP Cat | Cat image for every HTTP status code | None |Anime and Manga
| API | Description | Auth | |---|---|---| | Jikan | Unofficial MyAnimeList API | None | | AniList | Modern anime/manga database (GraphQL) | OAuth | | Waifu.pics | Random anime images | None | | Kitsu | Anime and manga database | OAuth | | Trace.moe | Identify anime from screenshots | None |Blockchain and Cryptocurrency
| API | Description | Auth | |---|---|---| | CoinGecko | Crypto prices, market cap, charts | API Key | | Etherscan | Ethereum blockchain explorer | API Key | | CoinMarketCap | Crypto rankings and data | API Key | | Binance | Spot trading data | API Key | | Coinbase | Exchange data + wallet | OAuth |Books and Literature
| API | Description | Auth | |---|---|---| | Open Library | 20M+ book records | None | | Google Books | Search books, ISBN lookup | API Key | | Gutendex | 60K+ free ebooks (Project Gutenberg) | None |Currency and Finance
| API | Description | Auth | |---|---|---| | ExchangeRate-API | Real-time exchange rates | API Key | | Alpha Vantage | Stocks, forex, crypto | API Key | | Yahoo Finance | Stock prices and data | None | | Polygon.io | Market data and analytics | API Key | | Plaid | Banking data aggregation | API Key | | Stripe | Payment processing | API Key |Games and Comics
| API | Description | Auth | |---|---|---| | RAWG | Largest video game database | API Key | | IGDB | Game info from Twitch | OAuth | | Steam | Steam game data | None | | PokeAPI | Pokemon data | None | | SWAPI | Star Wars data | None | | Marvel Comics | Characters, comics | API Key |Geocoding and Maps
| API | Description | Auth | |---|---|---| | Google Maps | Geocoding, directions, places | API Key | | Mapbox | Maps, geocoding, navigation | API Key | | OpenStreetMap | Free geocoding from OSM | None | | ip-api | IP to geolocation | None |Government and Open Data
| API | Description | Auth | |---|---|---| | data.gov | US government open data | API Key | | NASA APIs | Space imagery, asteroids, APOD | API Key | | World Bank | Global development indicators | None | | US Census | Demographics and economic data | API Key |Machine Learning and AI
| API | Description | Auth | |---|---|---| | OpenAI | GPT-4, DALL-E, Whisper, embeddings | API Key | | Anthropic | Claude 3 family models | API Key | | Google Gemini | Gemini Pro and Vision models | API Key | | HuggingFace | 100K+ hosted models | API Key | | Replicate | Run ML models in the cloud | API Key | | ElevenLabs | AI voice generation, cloning | API Key |Music
| API | Description | Auth | |---|---|---| | Spotify | Music data, playlists, audio features | OAuth | | Last.fm | Scrobbling, artist/track info | API Key | | Genius | Song lyrics and annotations | OAuth | | MusicBrainz | Open music encyclopedia | None |News and Media
| API | Description | Auth | |---|---|---| | NewsAPI | Top headlines from 50K+ sources | API Key | | The Guardian | Full-text Guardian articles | API Key | | New York Times | NYT article archive | API Key | | Hacker News | Tech news via Y Combinator | None |Sports and Fitness
| API | Description | Auth | |---|---|---| | Football-Data.org | Football leagues, matches | API Key | | NBA Official | NBA stats and data | None | | Strava | Running/cycling activities | OAuth | | OpenF1 | Formula 1 live and historical | None |Weather
| API | Description | Auth | |---|---|---| | OpenWeatherMap | Current, hourly, daily forecasts | API Key | | WeatherAPI | Weather + astronomy | API Key | | Open-Meteo | Free global weather, no key needed | None | | Tomorrow.io | Hyperlocal weather intelligence | API Key |Video and Streaming
| API | Description | Auth | |---|---|---| | YouTube Data | Videos, channels, playlists | API Key | | Twitch | Streams, clips, games, users | OAuth | | Vimeo | Video management | OAuth |Email and Communication
| API | Description | Auth | |---|---|---| | SendGrid | Transactional email | API Key | | Twilio | SMS, WhatsApp, voice calls | API Key | | Discord | Bot interactions, guild data | OAuth | | Slack | Messages, channels, workflows | OAuth | | Telegram Bot | Telegram bot messaging | API Key |Food and Drink
| API | Description | Auth | |---|---|---| | TheMealDB | Recipes, ingredients | API Key | | Open Food Facts | Food products, nutrition | None | | Spoonacular | Recipe search + nutrition | API Key | | The Cocktail DB | Cocktail recipes | API Key |Security APIs
| API | Description | Auth | |---|---|---| | AbuseIPDB | IP reputation reports | API Key | | VirusTotal | Scan files/URLs for malware | API Key | | Shodan | Search exposed devices | API Key | | Have I Been Pwned | Data breach checks | API Key |Art and Design
| API | Description | Auth | |---|---|---| | Metropolitan Museum | 470K+ artworks | None | | Art Institute Chicago | Art collection API | None | | Colormind | AI color palette generator | None |Transportation
| API | Description | Auth | |---|---|---| | Uber | Ride estimates and booking | OAuth | | FlightAware | Flight tracking | API Key | | OpenSky Network | Live aircraft tracker | None |Using AI Skills
git clone https://github.com/HIDORAKAI002/ai-workspace-archive.git ls ai_skills_library/skills/development/ # Copy any skill file -> paste as system prompt in Claude/Cursor/GPTInstalling an MCP Server
cd mcps/databases/supabase-mcp npm install # Add to claude_desktop_config.json -> restart Claude DesktopApplying an IDE Rule
cp ide_rules/cursor/react-typescript.cursorrules /your-project/.cursorrules # Open in Cursor -- AI knows your stack instantlyReading a Leaked System Prompt
ls system_prompts/system_prompts_leaks_collections/ cat "system_prompts/system_prompts_leaks_collections/system-prompts-and-models-of-ai-tools/cursor/cursor.md"Running a No-Code Platform Locally
# n8n cd nocode_platforms/ai_workflow_automation_platforms/n8n docker compose up -d # -> http://localhost:5678 # Flowise cd nocode_platforms/ai_workflow_automation_platforms/Flowise npm install && npm run build && npm start # -> http://localhost:3000Mechanism 1 -- VPS Bot (Every 6 Hours)
A Python bot runs on a dedicated VPS. Every 6 hours it: 1. Checks each upstream repository for new commits (one at a time, no bulk storage) 2. If changed: clones fresh, strips `.git` folder, pushes the diff 3. Commits with timestamp -- shows on contribution graph as a real commit 4. Cleans temp files between each repo to minimize disk usage 5. Sleeps 6 hours, repeats foreverMechanism 2 -- GitHub Actions (Daily Backup)
`.github/workflows/sync_upstream.yml` runs daily at 02:00 UTC as a backup. Trigger manually: Actions tab -> Sync Upstream Repositories -> Run workflowTracked Upstream Repositories (45+)
| Pillar | Count | Examples | |---|---|---| | Public APIs | 1 | public-apis/public-apis | | MCP -- Official | 4 | python-sdk, typescript-sdk, servers, inspector | | MCP -- Browser | 3 | playwright-mcp, mcp-playwright, browserbase | | MCP -- Databases | 6 | supabase-mcp, snowflake, bigquery, mongo, redis, neo4j | | MCP -- Cloud | 3 | aws-mcp-server, kubernetes (x2) | | MCP -- Search | 2 | exa-mcp-server, tavily-mcp | | System Prompts | 5 | 111K-star leaks, awesome-chatgpt-prompts, promptfoo, guardrails | | No-Code | 14 | n8n, dify, flowise, langflow, appsmith, nocodb + more | | **Total** | **45+** | All auto-synced every 6 hours |
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