AI Workspace Archive

What is AI Workspace Archive about?

AI Workspace Archive aggregates a massive collection of resources an AI developer needs to build, test, and deploy intelligent applications without relying on external services. It includes:

• 11 000+ YAML‑formatted agent skill files covering development, productivity, creative, and domain‑specific tasks.
• 22‑plus cloned MCP server repositories spanning databases, cloud platforms, browser automation, search, DevOps, and SDKs for multiple languages.
• 3 348 IDE context rule files for Cursor, Cline, Windsurf, GitHub Copilot, and other editors.
• System prompt libraries, prompt engineering guides, testing frameworks, and safety guardrails.
• Up‑to‑date reference documentation for 12 AI API providers with pricing, SDK commands, and code snippets.
• 15 no‑code/visual workflow builder repos (n8n, Dify, Flowise, Langflow, etc.).
• A synchronized mirror of the public‑apis list with 1 400+ free APIs.

How to use AI Workspace Archive?

1. Clone the repo

   git clone https://github.com/HIDORAKAI002/ai-workspace-archive.git
   cd ai-workspace-archive
   

2. Pick a resource
   • Agent skills: copy any /ai_skills_library/skills/.../*.yml into your AI assistant as a system prompt.
   • MCP server: navigate to a server folder (e.g., mcps/databases/supabase-mcp), install dependencies, and add the executable to your Claude Desktop or other MCP client configuration.
   • IDE rules: copy the appropriate .cursorrules or .clinerules file into your project root; the IDE will instantly apply the conventions.
   • System prompts: read the leaked or curated prompts under /system_prompts/ for research or safety testing.
   • API reference: open the markdown files in /api_providers/ for model lists, pricing, and sample code.
   • No‑code platforms: launch Docker‑compose or npm start scripts inside each platform folder (e.g., nocode_platforms/ai_workflow_automation_platforms/n8n).
3. Configure your tools – add the MCP server entry to claude_desktop_config.json or the equivalent client config, then restart the client.

Key features of AI Workspace Archive

• Scale: > 29 000 skill files, 2 200+ IDE rules, 92 MCP server repos, 1 400+ public APIs.
• Self‑hosting: Everything is stored locally; no external subscriptions required.
• Auto‑sync: A VPS bot and GitHub Actions keep upstream repositories up‑to‑date every 6 hours.
• Multi‑language SDKs: MCP servers available in Python, TypeScript, Java, Kotlin, C#, Rust, Go, etc.
• Comprehensive reference: Pricing tables, SDK install commands, and code snippets for OpenAI, Anthropic, Gemini, DeepSeek, Groq, xAI, and more.
• Safety & evaluation: Includes guardrail toolkits (NeMo‑Guardrails, Guardrails‑AI) and testing frameworks (promptfoo, helicone, langfuse).
• No‑code integration: Ready‑to‑run instances of n8n, Dify, Flowise, Langflow, and other visual builders.

Use cases of AI Workspace Archive

Scenario	How the archive helps
Rapid prototyping of AI agents	Drop a relevant skill file as a system prompt; combine with an MCP server for tool use without writing custom code.
Standardizing IDE behavior	Place IDE rule files to enforce coding style, architecture diagrams, and testing conventions across a team.
Building RAG pipelines	Use the LangChain, LangGraph, or LlamaIndex rule files, coupled with MCP database servers (Supabase, Mongo, ClickHouse) for fast retrieval.
Evaluating prompts safely	Leverage the leaked system prompts for research, then run automated regressions with promptfoo.
Deploying self‑hosted AI services	Follow the MCP server install steps for any provider (e.g., Supabase, Snowflake) and run them behind your own firewall.
Creating no‑code AI workflows	Spin up n8n or Dify locally and import the pre‑built templates for scraping, summarization, or ticket triage.
Cost‑aware model selection	Consult the API provider markdowns to choose the cheapest model that meets context‑window or latency requirements.

FAQ from the AI Workspace Archive

Q: Do I need an internet connection to use the archive? A: The core files are stored locally after cloning. Only when you invoke external APIs (e.g., OpenAI, Supabase) will a network request be made.

Q: Are the MCP servers production‑ready? A: Yes. All servers are full clones of official implementations and include CI/CD scripts. For production, ensure you set proper environment variables and secure credentials.

Q: How often is the content refreshed? A: A dedicated VPS bot runs every 6 hours, and a GitHub Action backs up daily. The repository’s commit history shows the latest sync timestamps.

Q: Can I contribute my own skill files or servers? A: Absolutely. Fork the repo, add your YAML skill or MCP server under the appropriate folder, and submit a pull request. Follow the existing folder conventions.

Q: Which license applies? A: Each sub‑repository retains its original license. The top‑level archive is MIT‑licensed unless otherwise noted in individual LICENSE files.

Q: How do I set up an MCP server quickly? A: See the serverConfig section below for a generic npm‑based installation example.

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

One repository. Everything an AI developer needs. Offline. No subscriptions. No gatekeeping.

---

Table of Contents

#	Pillar	Scale	Path
1	AI Skills and Prompt Library	29,746 files from curated repos	/ai_skills_library/
2	MCP Server Repository	22 repos across 11 categories	/mcps/
3	IDE Context Rules	3,348 AI rules for every stack	/ide_rules/
4	System Prompts and Frameworks	8 repos across 4 categories	/system_prompts/
5	AI API Providers Reference	12 providers, 50+ models	/api_providers/
6	No-Code and Visual Workflow Builders	15 repos, 29 cloned directories	/nocode_platforms/
7	Public APIs Directory	1,400+ APIs across 40+ categories	/public_apis/
-	Quick Start	Copy-paste commands for each pillar	-
-	Auto-Sync System	VPS bot + GitHub Actions	-
-	Archive Stats	Full breakdown	-

---

Pillar 1 -- AI Skills and Prompt Library

/ai_skills_library/ -- 29,746 structured YAML-frontmatted skill files, deep-categorized across 20 sub-domains, sourced from curated GitHub repositories

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.

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, science

Folder	Original Repository	Focus Area
agentscope-skills	modelscope/agentscope	Multi-agent framework skills
alirezarezvani-skills	Community contribution	Persian-language AI skills
anthropics-skills	anthropics/anthropic-cookbook	Official Anthropic prompt recipes
apify-skills	apify/actors-mcp-server	Web scraping and automation
awesome-copilot	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	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	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	VoltAgent framework skills
wordpress-skills	Community contribution	WordPress and CMS skills
yoriiis-skills	Community contribution	JavaScript ecosystem skills

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 engineering

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 projection

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 descriptions

---

Pillar 2 -- MCP Server Repository

/mcps/ -- 22 fully cloned Model Context Protocol server repositories across 11 categories -- all installable, all production-ready, connecting directly to Claude Desktop, Cursor, Windsurf, or any MCP-compatible client

Repo Folder	GitHub	Description
servers	modelcontextprotocol/servers	Official MCP reference server implementations
python-sdk	modelcontextprotocol/python-sdk	Python SDK for building MCP servers and clients
typescript-sdk	modelcontextprotocol/typescript-sdk	TypeScript/Node.js SDK
java-sdk	modelcontextprotocol/java-sdk	Java SDK for JVM-based MCP servers
kotlin-sdk	modelcontextprotocol/kotlin-sdk	Kotlin SDK for Android/JVM
csharp-sdk	modelcontextprotocol/csharp-sdk	C# / .NET SDK
rust-sdk	modelcontextprotocol/rust-sdk	Rust SDK for high-performance servers
inspector	modelcontextprotocol/inspector	Visual debugging tool for MCP servers
specification	modelcontextprotocol/specification	Official MCP protocol specification
docs	modelcontextprotocol/modelcontextprotocol.io	Official documentation site
create-typescript-server	modelcontextprotocol/create-typescript-server	Scaffolder for new TS MCP servers

Repo Folder	GitHub	Stars	Description
playwright-mcp	microsoft/playwright-mcp	12K+	Microsoft official Playwright MCP -- control any browser
mcp-playwright	executeautomation/mcp-playwright	800+	Playwright test automation via MCP
mcp-server-browserbase	browserbase/mcp-server-browserbase	500+	Cloud browser automation with Browserbase
chrome-devtools-mcp	AgentDeskAI/browser-tools-mcp	500+	Access Chrome DevTools Protocol via MCP

Repo Folder	GitHub	Stars	DB / Service
supabase-mcp	supabase-community/supabase-mcp	1K+	Supabase (PostgreSQL + Auth + Storage)
mcp-snowflake-server	isaacwasserman/mcp-snowflake-server	300+	Snowflake data warehouse
mcp-bigquery-server	ergut/mcp-bigquery-server	200+	Google BigQuery
mcp-mongo-server	mongodb-developer/mcp-mongo-server	400+	MongoDB document database
mcp-redis	redis/mcp-redis	300+	Redis key-value cache
mcp-neo4j	neo4j-contrib/mcp-neo4j	200+	Neo4j graph database
mcp-clickhouse	ClickHouse/mcp-clickhouse	150+	ClickHouse analytics DB
mcp-mysql-server	Community	100+	MySQL database
dbhub	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

Repo Folder	GitHub	Stars	Platform
aws-mcp-server	alexei-led/aws-mcp-server	500+	AWS -- EC2, S3, Lambda, IAM, CloudWatch
kubernetes-mcp-server	manusa/kubernetes-mcp-server	300+	Kubernetes cluster management (Java)
mcp-k8s-go	strowk/mcp-k8s-go	400+	Kubernetes management (Go, fast)

Repo Folder	GitHub	Stars	Service
exa-mcp-server	exa-labs/exa-mcp-server	600+	Exa -- AI-native semantic search
tavily-mcp	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	400+	Apify -- web scraping actors as tools

Repo Folder	GitHub	Stars	What It Does
mcp-filesystem-server	modelcontextprotocol/servers	15K+	Read/write local files and directories
mcp-server-commands	g0t4/mcp-server-commands	200+	Run shell commands via MCP
mcp-youtube	suekou/mcp-youtube	150+	YouTube transcript and video data
filesystem_servers	Community	-	Additional filesystem integration wrappers
delimit-mcp-server	delimit-ai/delimit-mcp-server	10+	API governance, persistent memory, multi-model context, policy enforcement

Repo Folder	GitHub	Stars	Language / Purpose
python-sdk	modelcontextprotocol/python-sdk	5K+	Build MCP servers in Python
typescript-sdk	modelcontextprotocol/typescript-sdk	5K+	Build MCP servers in TypeScript
java-sdk	modelcontextprotocol/java-sdk	500+	Build MCP servers in Java
kotlin-sdk	modelcontextprotocol/kotlin-sdk	300+	Build MCP servers in Kotlin
csharp-sdk	modelcontextprotocol/csharp-sdk	400+	Build MCP servers in C#
rust-sdk	modelcontextprotocol/rust-sdk	300+	Build MCP servers in Rust
mcp-agent	lastmile-ai/mcp-agent	500+	Agent orchestration framework using MCP
mcp-framework	QuantGeekDev/mcp-framework	300+	Framework for building MCP servers quickly
create-typescript-server	modelcontextprotocol/create-typescript-server	400+	CLI scaffolder for new TypeScript MCP servers
mcphost	Community	-	MCP Host implementation
inspector	modelcontextprotocol/inspector	-	Inspector tools
openai-agents-python	Community	-	Python agents integration

Repo Folder	GitHub	Stars	Description
github-mcp-server	github/github-mcp-server	5K+	Official GitHub MCP -- PRs, issues, repos
git-mcp	idosal/git-mcp	400+	Git operations: commit, branch, diff, blame
mcp-filesystem-server	modelcontextprotocol/servers	15K+	File-level operations tied to git workflows
mcp-package-docs	upstash/mcp-package-docs	200+	Fetch npm/PyPI package documentation
mcp-server-commands	g0t4/mcp-server-commands	200+	Run git commands as MCP tools

Repo Folder	GitHub	Stars	Description
awesome-mcp-list	wong2/awesome-mcp-servers	5K+	Curated list of 500+ MCP servers
mcpm	mcpm/mcpm	300+	MCP package manager -- install servers like npm
curated_awesome_lists	Community	-	Additional curated references

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

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.

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

3. Add to Claude Desktop config (~/Library/Application Support/Claude/claude_desktop_config.json):

{
  "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.

---

Pillar 3 -- IDE Context Rules

/ide_rules/ -- 3,348 AI editor instruction files for Cursor, Windsurf, Cline, and GitHub Copilot -- covering every major language, framework, and tech stack

Drop one file into your project root and your AI editor instantly understands your architecture, coding conventions, testing standards, and style preferences.

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

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

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

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

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

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

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

# 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.md

---

Pillar 4 -- System Prompts and Frameworks

/system_prompts/ -- 8 carefully curated repositories spanning leaked production system prompts, prompt engineering masterclasses, prompt management tools, testing frameworks, and AI safety guardrails

[!WARNING] Legal & Educational Disclaimer: The leaked proprietary system prompts below (e.g., Claude Code, Cursor, Devin) are archived strictly for educational research, syntax analysis, and safe-guard testing. We do not claim ownership of these prompt strings. Users are responsible for adhering to all creator ToS and DMCA regulations.

Folder	Repository	Stars	What is Inside
system-prompts-and-models-of-ai-tools	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	5K+	Massive curated library of GPT and Claude system prompts
chatgpt_system_prompt	LouisShark/chatgpt_system_prompt	8K+	Hundreds of leaked ChatGPT custom GPT instructions

What you get from the 111K-star repo: Full system prompts for Claude Code, Cursor, Windsurf/Cascade, Devin, v0 (Vercel), Perplexity, Notion AI, GitHub Copilot, Lovable, Bolt.new, and Manus.

Folder	Repository	Stars	Content
awesome-chatgpt-prompts	f/awesome-chatgpt-prompts	115K+	157 expert role prompts
awesome-aipromptlib	Community	5K+	Curated prompt patterns
Prompt_Engineering	NirDiamant/Prompt_Engineering	8K+	22 hands-on Jupyter tutorials: zero-shot, few-shot, CoT, ReAct, ToT

Folder	Repository	Stars	What It Does
promptfoo	promptfoo/promptfoo	5K+	Run automated test suites against your prompts. Compare model outputs, catch regressions
helicone	helicone/helicone	2K+	LLM observability: request logging, cost tracking, latency, prompt versioning
langfuse	langfuse/langfuse	7K+	LLM engineering platform: traces, evaluations, prompt management

Folder	Repository	Stars	What It Does
NeMo-Guardrails	NVIDIA/NeMo-Guardrails	4K+	NVIDIA toolkit for programmable guardrails via Colang DSL
guardrails	guardrails-ai/guardrails	4K+	Validate and fix LLM outputs against schemas
rebuff	protectai/rebuff	1K+	Self-hardening prompt injection detector

---

Pillar 5 -- AI API Providers Reference

/api_providers/ -- Complete offline reference for 12 AI API providers: every model listed, full pricing tables, SDK install commands, and code examples

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)

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)

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

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 models

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.

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

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.

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)

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

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

---

Pillar 6 -- No-Code and Visual Workflow Builders

/nocode_platforms/ -- 15 fully cloned repositories across 5 categories -- AI workflow builders, low-code internal tools, n8n templates, Flowise tools, and additional platforms

Folder	Repository	Stars	What It Is
n8n	n8n-io/n8n	181K+	Most popular open-source workflow automation. 400+ integrations, native AI, self-hostable
dify	langgenius/dify	135K+	Full-stack LLMOps platform. Visual workflow builder with RAG, 50+ model providers
langflow	langflow-ai/langflow	146K+	Drag-and-drop builder for LangChain and RAG applications
Flowise	FlowiseAI/Flowise	51K+	Visual LangChain + AI agent builder. 100+ integrations
activepieces	activepieces/activepieces	21K+	AI Agents + MCP + automation. Zapier alternative
trigger_dev	triggerdotdev/trigger.dev	14K+	Developer-first background jobs. Perfect for AI pipelines
windmill	windmill-labs/windmill	16K+	13x faster than Airflow. Retool alternative

Folder	Repository	Stars	What It Is
appsmith	appsmithorg/appsmith	39K+	Build admin panels, dashboards. 25+ DB integrations
ToolJet	ToolJet/ToolJet	37K+	AI-native low-code platform. 50+ UI components
budibase	Budibase/budibase	27K+	Build internal tools with AI agents. Model agnostic
nocodb	nocodb/nocodb	62K+	Airtable replacement. REST + GraphQL auto-generated

Folder	Repository	Stars	What is Inside
awesome-n8n-templates	enescingoz/awesome-n8n-templates	19K+	280+ hand-picked n8n workflow templates
AI-Workflow-Hub-2000-	emretasss/AI-Workflow-Hub-2000-	1.5K+	2,000+ free n8n AI automation workflows
n8n-hosting	n8n-io/n8n-hosting	1.5K+	Official Docker + Kubernetes configs for self-hosting

Folder	Repository	Description
FlowiseDocs	FlowiseAI/FlowiseDocs	Complete Flowise documentation
flowise-to-langchain	iaminawe/flowise-to-langchain	Convert Flowise flows to production LangChain code

Folder	Repository	Description
dify-docs	langgenius/dify-docs	Complete Dify documentation offline
dify-helm	BorisPolonsky/dify-helm	Kubernetes Helm chart for deploying Dify

Folder	Repository	Stars	What It Is
directus	directus/directus	34K+	Instant REST+GraphQL API for any SQL database
hoppscotch	hoppscotch/hoppscotch	78K+	Open-source Postman alternative
plane	makeplane/plane	35K+	Open-source Jira / Linear alternative
rowy	rowyio/rowy	6.8K+	Airtable-like UI for Firestore

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

---

Pillar 7 -- Public APIs Directory

/public_apis/ -- Auto-synced local mirror of public-apis/public-apis (320K+ stars) -- the single most-starred curated list on all of GitHub. 1,400+ free public APIs organized by category, updated daily.

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

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

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

API	Description	Auth
Open Library	20M+ book records	None
Google Books	Search books, ISBN lookup	API Key
Gutendex	60K+ free ebooks (Project Gutenberg)	None

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

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

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

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

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

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

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

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

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

API	Description	Auth
YouTube Data	Videos, channels, playlists	API Key
Twitch	Streams, clips, games, users	OAuth
Vimeo	Video management	OAuth

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

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

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

API	Description	Auth
Metropolitan Museum	470K+ artworks	None
Art Institute Chicago	Art collection API	None
Colormind	AI color palette generator	None

API	Description	Auth
Uber	Ride estimates and booking	OAuth
FlightAware	Flight tracking	API Key
OpenSky Network	Live aircraft tracker	None

---

Quick Start

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/GPT

cd mcps/databases/supabase-mcp
npm install
# Add to claude_desktop_config.json -> restart Claude Desktop

cp ide_rules/cursor/react-typescript.cursorrules /your-project/.cursorrules
# Open in Cursor -- AI knows your stack instantly

ls system_prompts/system_prompts_leaks_collections/
cat "system_prompts/system_prompts_leaks_collections/system-prompts-and-models-of-ai-tools/cursor/cursor.md"

# 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:3000

---

Auto-Sync System

This archive stays automatically up-to-date via two parallel mechanisms.

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 forever

.github/workflows/sync_upstream.yml runs daily at 02:00 UTC as a backup.

Trigger manually: Actions tab -> Sync Upstream Repositories -> Run workflow

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

---

Archive Stats

Pillar	Directory	Count	Details
AI Skills Library	/ai_skills_library/	11,000+ files	23 source repos, 4 domains, 20 sub-categories
MCP Servers	/mcps/	92 repositories	11 categories, 6 languages, every major service
IDE Rules	/ide_rules/	2,200+ rule files	All major frameworks + languages + stacks
System Prompts	/system_prompts/	30+ repositories	Leaked, guides, eval tools, guardrails
API Providers	/api_providers/	12 providers, 50+ models	Full pricing + SDKs + code examples
No-Code Platforms	/nocode_platforms/	15 repositories	5 categories, 29 cloned directories
Public APIs	/public_apis/	1,400+ APIs	40+ categories, auto-synced daily
Auto-Sync	sync_manifest.json	45+ upstreams tracked	Updated every 6h via VPS + GitHub Actions
TOTAL	-	13,700+ files	The most comprehensive AI workspace on GitHub

---

Disclaimer

All content in this archive is sourced from public GitHub repositories and official documentation pages. Leaked system prompts are included for educational and research purposes only -- to help developers understand how production AI systems are designed. Each included repository retains its original license as specified in its own LICENSE file. API pricing data reflects publicly listed rates at time of archiving and may change -- always verify current pricing with the official provider.

---

Built for AI developers who want everything in one place.

No subscriptions. No browser tabs. No gatekeeping.

Auto-synced every 6 hours. Always up-to-date. Always free.