Unified AI System

OPEN SOURCE / TERMINAL FIRST

Unified AI System

A self-hosted AI gateway that turns plain language into structured work and connects Codex, Cursor, or Cline through one governed MCP boundary.

Try prompt enhancement View v0.7.0 Open in Codespaces
docker run --rm ghcr.io/happy520ai/unified-ai-system/ai-gateway-service:0.7.0 pnpm --silent gateway demo "Build a small API for my team" --enhance --profile coding --json

Hardened Public Preview. The first verified path is fake-provider only; production still requires independent deployment evidence.

0accounts required
12governed MCP tools
2CPU architectures
Apache-2.0open source

ROUGH REQUEST / EXPLICIT WORK

See exactly what the gateway adds.

The original input stays visible. A deterministic local engine adds execution requirements, output constraints, clarification policy, and completion criteria without calling a provider.

Engine
local-deterministic
Provider call
none
Original request
preserved
Read the prompt enhancement guide
Try an example
0 / 20000
Structured prompt Loading local engine 
Loading the deterministic engine...

Loading the local engine. No request will leave this page.

Useful? Star the repo Share a run

ONE RUNTIME / THREE CLIENTS

Meet your agent where it works.

Every path below starts the same published, credential-free MCP container. No repository clone is required.

DIRECT MCP CONNECTION

Codex

Register the published stdio server, restart Codex, then inspect it with /mcp.

codex mcp add unified-ai-system -- docker run --rm -i ghcr.io/happy520ai/unified-ai-system/mcp-server:0.7.0

THE GATEWAY BOUNDARY

Useful by default. Explicit when it matters.

01

Inspect

Health, readiness, workflows, knowledge, and workforce state stay visible through read-only MCP tools.

02

Structure

Provider-free enhancement turns rough natural language into explicit work while preserving the original request.

03

Control

The local fake provider is the credential-free default. Real calls require explicit, scoped authorization.

A SMALLER TRUST SURFACE

One boundary between agents and execution.

  1. ClientsCodex / Cursor / Cline
  2. Protocol12-tool MCP server
  3. GatewayPolicy and routing
  4. ExecutionFake by default

PUBLIC EVIDENCE

Verify the path, not the promise.

Source, registry metadata, containers, and checks are public and independently inspectable.

Official MCP RegistryActive entry Repository CIChecks and tests Published MCP imageamd64 + arm64 Security evidenceBounded reviews and residual risks Codex + Docker quickstartConnect and verify in 60 seconds Installable Agent SkillVerified with skills 1.5.21

PUBLIC ENGINEERING PREVIEW

Start with one command. Keep human authority in the loop.

Star on GitHub Find a first issue