FAI Complete Feature Specification
Every feature, tool, command, module, and integration — documented in one place.
Table of Contents
1. Platform Overview
FrootAI is a full-stack AI solution platform that accelerates Azure AI development. Pre-tuned solution plays, developer tooling (MCP + VS Code), curated knowledge base, and infrastructure-as-code.
| Feature | Description | Status | Link |
|---|---|---|---|
| Website | 178-page Next.js 16 site (dark theme, responsive, mobile-optimized, i18n, analytics) | Shipped | Home → |
| npm Package | [email protected] — MCP tools | Shipped | MCP → |
| VS Code Ext | frootai.frootai-vscode v2.1.0 — commands, sidebar | Shipped | Ext → |
| GitHub Repo | Public, MIT license, CI/CD, 4,400+ files, 861 primitives | Shipped | GitHub → |
| Python SDK | frootai v4.1.0 + frootai-mcp v4.0.0 — PyPI published | Shipped | Python → |
| Docker | frootai-mcp:4.0.0 — multi-arch (amd64 + arm64) | Shipped | Packages → |
| Azure Integration | AI Foundry, Managed Identity, Bicep IaC, 100 main.bicep templates | Shipped | Admin → |
| Knowledge Base | 682KB — knowledge modules across 5 FROOT layers | Shipped | Packages → |
| Solution Framework | Solution plays with DevKit + TuneKit + SpecKit + Bicep + eval.py | Shipped | Plays → |
| AI Assistant | GPT-4.1 chatbot for play recommendation + cost estimation | Shipped | Chatbot → |
| Marketplace | Plugins + community partner plugins | Shipped | Market → |
| Primitives | Standalone primitives: agents, instructions, skills, hooks | Shipped | Catalog → |
2. Solution Plays (100)
Each play ships with .github Agentic OS (19 files), DevKit, TuneKit, SpecKit, infra/main.bicep, evaluation/eval.py, and fai-manifest.json. Average 44 files and 4,132 lines per play.
| Feature | Description | Status | Link |
|---|---|---|---|
| Plays 01–20 | Tier 1 — Enterprise RAG, Landing Zone, Voice AI, Multi-Agent, and 16 more | Ready | Browse → |
| Plays 21–68 | Tier 2 — Agentic RAG, Browser Automation, GraphRAG, and 45 more | Ready | Browse → |
| Plays 69–100 | Tier 3 — Agriculture AI, Telecom, Government, FAI Meta-Agent, and 28 more | Ready | Browse → |
| Quality Gates | 15/15 file types pass audit, eval.py with 13 quality checks, all agents 200+ lines | Verified | Eval → |
3. DevKit (.github Agentic OS)
19+ files per play, 4 layers: agents (builder/reviewer/tuner), instructions (4), prompts (4), skills (3). All 200+ lines.
View details →4. TuneKit (AI Configuration)
config/*.json (openai, model-comparison, agents, guardrails), infra/main.bicep, evaluation/eval.py with 13 quality checks.
View details →5. MCP Server (25 Tools)
6 static + 4 live + 3 chain + 7 AI ecosystem + 2 dev tools + 3 new browse/detail tools.
View details →6. VS Code Extension
Sidebar navigation, DevKit/TuneKit init, term lookup, knowledge search. v2.1.0.
View details →7. Knowledge Platform
5 FROOT layers: Foundations, Reasoning, Orchestration, Operations, Transformation. 682KB bundled.
View details →8. AI Assistant & Configurator
GPT-4.1 powered chatbot grounded in solution plays and knowledge modules. 3-step recommendation wizard.
View details →9. Partner Integrations
MCP adapters for ServiceNow, Salesforce, SAP, Datadog, PagerDuty, Jira, Slack, Teams.
View details →10. Plugin Marketplace (85 Plugins)
77 standalone + 8 community partner plugins. Pagination, modals, search, VS Code install buttons.
View details →11. Infrastructure (Bicep + AVM)
100 main.bicep templates, Azure Verified Modules, private endpoints, RBAC, Managed Identity.
View details →12. Evaluation Pipeline
eval.py per play: relevance, groundedness, coherence, fluency, safety — 13 quality checks, HTML reports.
View details →13. CI/CD Pipeline (15 Workflows)
GitHub Actions: validate-primitives, consistency-check, npm/PyPI/Docker/VS Code publish. All passing.
View details →14. Developer Hub
Admin guide, user guide, contributor guide, API reference, architecture overview. 15 learning hub pages.
View details →15. Open Source Community
MIT license, $0 forever. 25 Good First Issues, Play Claim Board, hackathon program, contributor leaderboard.
View details →16. Roadmap
Certification program (L1-L4 config ready), enterprise edition (8 features spec'd), 1000+ primitives target (861/1000).
View details →