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Mastra is a production-grade multi-agent framework for building agent-driven applications and RAG (retrieval-augmented generation) workflows. It provides **30+ enterprise tools**, **22+ specialized agents**, **10 workflows**, **4 agent networks**, **A2A/MCP orchestration**, and now a **complete UI component library** (49 components) for scalable AI systems. Key capabilities include **financial intelligence**, **RAG pipelines**, **observability**, **secure governance**, and **AI chat interfaces**.
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Mastra is a production-grade multi-agent framework for building agent-driven applications and RAG (retrieval-augmented generation) workflows. It provides **34+ enterprise tools**, **38 specialized agents**, **10 workflows**, **4 agent networks**, **A2A/MCP orchestration**, and a **complete UI component library** (64 components: 30 AI Elements + 34 base UI) for scalable AI systems. Key capabilities include **financial intelligence**, **RAG pipelines**, **observability**, **secure governance**, and **AI chat interfaces**.
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This repo is structured to keep tools, agents, workflows, networks, UI components, and configs separated, with strict Zod schemas for tool inputs/outputs and strong environment-based configuration in `src/mastra/config`.
-**Frontend** (`app/`, `ui/`, `src/components/ai-elements/`): Next.js 16 App Router with React 19. AI Elements (30 components) for chat/reasoning/canvas UIs. shadcn/ui base (19 components) in `ui/`. Tailwind CSS 4 with oklch color variables.
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-**Tools** (`src/mastra/tools`): 30+ tools implementing `createTool({ id, inputSchema, outputSchema, execute })` with strict Zod schemas. Categories: Financial (Polygon, Finnhub, AlphaVantage), Research (SerpAPI, ArXiv), Data (CSV, JSON), RAG (chunking, embeddings).
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-**Agents** (`src/mastra/agents`): 22+ agents composing tools into specialized behaviors (research, stock analysis, content creation, data processing).
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-**Frontend** (`app/`, `ui/`, `src/components/ai-elements/`): Next.js 16 App Router with React 19. AI Elements (30 components) for chat/reasoning/canvas UIs. shadcn/ui base (34 components) in `ui/`. Tailwind CSS 4 with oklch color variables.
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-**Tools** (`src/mastra/tools`): 34+ tools implementing `createTool({ id, inputSchema, outputSchema, execute })` with strict Zod schemas. Categories: Financial (Polygon, Finnhub, AlphaVantage), Research (SerpAPI, ArXiv), Data (CSV, JSON), RAG (chunking, embeddings).
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-**Agents** (`src/mastra/agents`): 38 agents composing tools into specialized behaviors (research, stock analysis, content creation, data processing, business/legal, charting, image processing).
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-**Networks** (`src/mastra/networks`): 4 agent networks for routing and orchestration (agentNetwork, dataPipelineNetwork, reportGenerationNetwork, researchPipelineNetwork).
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-**Workflows** (`src/mastra/workflows`): 10 multi-step workflows using Mastra DSL (weather, content, financial reports, document processing, research synthesis).
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-**Config** (`src/mastra/config`): Centralized provider clients (Google, OpenAI, Anthropic, OpenRouter, Vertex), pg-storage with PgVector, and role hierarchy.
**AgentStack** is a **production-grade multi-agent framework** built on Mastra, delivering **30+ enterprise tools**, **25+ specialized agents**, **10 workflows**, **4 agent networks**, **49 UI components**, and **A2A/MCP orchestration** for scalable AI systems. Focuses on **financial intelligence**, **RAG pipelines**, **observability**, **secure governance**, and **AI chat interfaces**.
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**AgentStack** is a **production-grade multi-agent framework** built on Mastra, delivering **34+ enterprise tools**, **38 specialized agents**, **10 workflows**, **4 agent networks**, **64 UI components** (30 AI Elements + 34 base), and **A2A/MCP orchestration** for scalable AI systems. Focuses on **financial intelligence**, **RAG pipelines**, **observability**, **secure governance**, and **AI chat interfaces**.
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