Context engineering for AI coding agents: product context, project missions, and 360 memory.
Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β or use 1-click editor setup below.
π‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
Context engineering platform for AI-assisted software development.
Define your product once. Every agent that connects gets the full picture.
Free Community Edition Β· Self-Hosted Β· Privacy First Β· Bring Your Own AI
Works with: Claude Code CLI Β· Claude.ai / Desktop Β· Codex CLI Β· ChatGPT.com Β· Gemini CLI Β· Antigravity CLI Β· Any MCP Client
Website Β· Getting Started Β· Documentation Β· User Guide
Giljo HQ, a GiljoAI product, is a passive context server for AI coding tools. It stores your product knowledge, generates structured prompts, and coordinates multi-agent workflows via the Model Context Protocol (MCP). It does not write code or call any AI model. Your AI coding tool does all reasoning and coding using your own subscription.
GiljoAI sits at the intersection of product thinking and development. Whether you are a developer learning to define what you build before you build it, or a product manager turning a specification into working software, the platform gives you a structured path from vision to execution. The clearer your product definition, the more effective every agent session becomes.
Bring Your Own AI. GiljoAI works with Claude Code CLI, Claude.ai / Desktop, Codex CLI, ChatGPT.com, Gemini CLI, Antigravity CLI, or any MCP-compatible tool. Each connects with its own API key. You can run multiple tools simultaneously.
Windows (PowerShell):
Linux / macOS:
The installer checks for prerequisites, downloads the latest release, sets up the database, builds the frontend, and walks you through configuration. When done, run python startup.py to start the server. First run opens the Setup Wizard in your browser.
Requires Python 3.12+, PostgreSQL 18+, Node.js 22+.
GiljoAI never touches your AI credits. You bring your own Claude Code CLI, Claude.ai / Desktop, Codex CLI, ChatGPT.com, Gemini CLI, Antigravity CLI, or any MCP-compatible tool, each with your own subscription. GiljoAI acts as a passive MCP server: your tool connects over HTTP, reads context and coordination data, and does all the reasoning and coding itself.
Create a Product to represent the software you are building. Fill in context fields: description, tech stack, architecture, testing strategy, and more. Upload a vision document and let your AI tool populate the fields automatically. Vision documents are the most impactful input you can give GiljoAI. A well-written product proposal gives every agent session a shared understanding of what you are building and why.
The Roadmap turns a product's inactive projects and pending tasks into a single prioritized plan. Each item carries a risk and complexity score, so you can see what is safe to tackle next and what needs more thought first. Drag to reorder. Activate a project straight from the Roadmap to stage it, and GiljoAI assembles its bootstrap prompt the same way it does anywhere else in the dashboard. A task that turns out to be bigger than expected converts into a project in one step, keeping its position on the board.
One skill is installed on your machine during setup. Use it from your CLI without breaking flow:
| Skill | Claude Code | Codex CLI | Gemini CLI | Antigravity CLI | What it does |
|---|---|---|---|---|---|
| Projects and tasks | /giljo | $giljo | /giljo | $giljo | Capture tasks, create or update projects, and look them up mid-session β one command routes both create and read |
Agent templates install and refresh through the giljo_setup tool (choose "Agents only"), not a slash command. The Agent Template Manager in the dashboard lets you customize agent profiles with roles, expertise, and chain strategies. Templates export in the correct format for your connected platform.
Each completed project writes to 360 Memory automatically: what was built, key decisions, patterns discovered, and what worked. This is not a plugin; it is a core product behavior. Your next project starts with accumulated context from previous ones. You control how many memories back agents read through the context settings. Optionally enrich memory with git commit history. Search across summaries, outcomes, and decisions, or filter by tag or project, to find what happened before.
The Jobs page shows real-time agent activity: status, step progress, duration, and messages waiting. A message composer lets you talk directly to the orchestrator or broadcast to the entire agent team. All messages are logged in the MCP message system for auditability.
The Message Hub is where agents coordinate across sessions and machines: persistent threads with participants, messages, and a baton that tracks whose turn it is. An agent on a different CLI tool or a different machine can join the same thread and pick up right where another left off. The dashboard view of a thread is an audit record for you to read. Nothing shown there is fetched back into an agent's context automatically.
This is the Giljo HQ Community Edition, free for single-user use under the Elastic License 2.0.
| Community Edition (Free) | SaaS Edition |
|---|---|
| Self-hosted on your machine | Managed hosting: nothing to install |
| Full context assembly and agent coordination | Everything in CE, plus: |
| 6 agent templates + customization | Sign in with Google or GitHub |
| Real-time dashboard and monitoring | Nightly encrypted backups you can download or restore |
| Unlimited projects, up to 16 active agent slots | Self-service Solo subscription and billing |
| No telemetry, no cloud dependency | Managed updates: always on the latest version |
| Layer | Technology |
|---|---|
| Backend | Python 3.12+, FastAPI, SQLAlchemy 2.0 (async), Alembic |
| Database | PostgreSQL 18 (required) |
| Frontend | Vue 3 (Composition API), Vuetify 4, Vite |
| Real-time | WebSocket via PostgresNotifyBroker |
| Auth | JWT httpOnly cookies, CSRF double-submit |
| Protocol | Model Context Protocol (MCP) over HTTP |
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