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Gremia Labs Documentation

Universal Meta-Agent Aggregator — Generate AI operational infrastructure ("Service-as-Software") for any business via natural language.

What is Gremia?

Gremia turns a natural-language description of your business into a fully operational AI team. A single generic desktop binary "hydrates" with a team_manifest.json from the cloud, giving you a custom multi-agent system without writing a single line of code.

Three Components

Component Technology Purpose
Gremia Builder Next.js 15, App Router Chat interface where you describe your business and generate a team_manifest.json
Gremia Shell Tauri v2, Rust + React Desktop application that executes MCP tool instructions locally
Gremia Cloud FastAPI, LangGraph Orchestrates AI agents, coordinates workflows, and bridges Builder to Shell

Quick Start

1. Describe your business

Open the Gremia Builder web app and describe your team's needs in plain language:

"I run a small e-commerce business. I need agents to handle customer support tickets, manage inventory alerts, and generate weekly sales reports."

2. Review your manifest

The Architect agent analyzes your description and generates a team_manifest.json containing:

  • Agents with specific roles, tools, and permissions
  • Workflows defining how agents coordinate
  • MCP servers required for tool execution
  • Security policies tailored to your industry

3. Install the Shell

Download Gremia Shell for your platform:

4. Load and execute

The Shell downloads your manifest, spawns the required MCP servers, and connects to the Cloud via an encrypted WebSocket tunnel. You can then issue tasks in natural language and watch your AI team execute them.

Key Features

  • Natural Language to Infrastructure — Describe what you need; the Architect agent designs it
  • MCP Protocol — All tool interactions follow the Model Context Protocol (JSON-RPC 2.0)
  • Zero-Trust Security — mTLS with 24-hour certificate rotation, AES-256-GCM encryption
  • EU Compliance — GDPR consent management, data erasure (DSAR), EU AI Act transparency
  • Multi-Industry — Healthcare, logistics, finance, legal, retail, manufacturing, and more
  • Credit-Based Billing — Pay only for what you use with tiered model access

Architecture at a Glance

graph LR
    A[User] -->|Describes business| B[Gremia Builder]
    B -->|Generates manifest| C[Gremia Cloud]
    C -->|Sends tool_call| D[Gremia Shell]
    D -->|Returns tool_result| C
    C -->|Streams response| A

Next Steps