# Unified AI System MCP Gateway MCP Server

Self-hosted MCP gateway for Codex, Cursor, and Cline with provider-free prompt enhancement.

**Publisher claimed.** No tool list reported, and Pod has not connected to this server.

## Status

Pod has not dialled Unified AI System MCP Gateway yet, so everything on this page is what its publisher reported rather than what we observed. Registries describe servers; they do not connect to them. Until a check runs, treat the tool list below as a claim.

## Connect

Published as `ghcr.io/happy520ai/unified-ai-system/mcp-server:0.6.0` on oci. Runs locally.

## Known issues

**12 problems reported by people outside the maintainer team.** Issues filed by the project's own owners, members and collaborators are excluded — those are release checklists and internal refactors, not things that will go wrong for you. Showing 9.

### Most discussed

### docs: add shell-specific troubleshooting transcripts

## Goal

Extend the first-run troubleshooting matrix with short, copy-paste transcripts for the main shells and the Codespaces fallback.

## Scope

- Windows PowerShell
- macOS/Linux Bash or Zsh
- Codespaces when Docker is unavailable locally
- sanitized error examples only; never include credentials

## Acceptance criteria

- Keep the fake provider as the default and make no runtime changes.
- Use the current `v0.4.5` commands and link back to `docs/first-run-troubleshooting.md`.
- Include the 

[Read the thread](https://github.com/happy520ai/unified-ai-system/issues/92) · 2026-08-09 · closed · 4 comments

### Document a generic MCP client configuration for the Docker server

## Context

The MCP package supports Codex and other stdio MCP hosts, but the public guides currently show only the Codex CLI command. New users of clients that accept an `mcpServers` JSON object should have one credential-free, copy-paste configuration.

## Scope

Add a short generic MCP client configuration guide using the pinned public image:

```json
{
  "mcpServers": {
    "unified-ai-system": {
      "command": "docker",
      "args": [
        "run",
        "--rm",
        "-i",
        

[Read the thread](https://github.com/happy520ai/unified-ai-system/issues/9) · 2026-07-30 · closed · 2 comments

### Add a secure Helm chart for the HTTP gateway (Phase 1)

## Context

v0.5.0 publishes two different container contracts:

- `ghcr.io/happy520ai/unified-ai-system/ai-gateway-service:0.5.0` — HTTP gateway on port 3100
- `ghcr.io/happy520ai/unified-ai-system/mcp-server:0.5.0` — **stdio** MCP process intended to be owned by a local client

Kubernetes users currently have to write their own gateway manifests. A Helm chart would improve evaluation and deployment repeatability, but an stdio process cannot be exposed correctly through a Kubernetes Service or 

[Read the thread](https://github.com/happy520ai/unified-ai-system/issues/113) · 2026-08-15 · open · 1 comment

### [good first issue] Add a typed prompt-enhancement contract example

## Problem

The repository now publishes a typed `PromptEnhancementContractFixture`, but TypeScript consumers still have to discover the contract shape from the source tree or the JavaScript fixture.

## Scope

Add a small, provider-free TypeScript consumer example or package README section that imports `PromptEnhancementRequest`, `PromptEnhancementResult`, and `PromptEnhancementContractFixture` and shows the stable request/response fields.

## Acceptance criteria

- The example compiles or pass

[Read the thread](https://github.com/happy520ai/unified-ai-system/issues/105) · 2026-08-09 · closed · 1 comment

### [good first issue] Add a Shared SDK AbortSignal cancellation example

## Problem

v0.4.6 adds caller-controlled AbortSignal cancellation to the Shared SDK, but the public examples do not yet show how to distinguish caller cancellation from the SDK timeout.

## Scope

Add a small provider-free Shared SDK example that demonstrates cancellation for JSON or chatStream requests and points readers to the relevant API contract.

Suggested starting point:
- docs/examples/shared-sdk-prompt-enhancement.mjs
- packages/shared-sdk/README.md

## Acceptance criteria

- The examp

[Read the thread](https://github.com/happy520ai/unified-ai-system/issues/104) · 2026-08-09 · closed · 1 comment

### Most recent

### [good first issue] Add a dependency-free Go prompt-enhancement example

## Goal
Add a dependency-free Go example for the provider-free prompt-enhancement endpoint so Go developers can verify the gateway without an SDK or provider key.

## Acceptance criteria
- Add `docs/examples/prompt-enhancement.go` using only Go's standard library.
- Accept a prompt plus `--base-url`, `--profile`, and `--language` flags.
- Check `/health/check` before the request and fail if the gateway is not ready or `realProviderEnabled` is not `false`.
- Call `POST /prompts/enhance`, preserve

[Read the thread](https://github.com/happy520ai/unified-ai-system/issues/81) · 2026-08-09 · closed · 1 comment

### Add provider catalog capability tests

## Goal
Add credential-free, table-driven tests for provider catalog metadata so catalog recognition stays separate from verified runtime support.

## Acceptance criteria
- Cover stable provider and model ids, non-empty capabilities, and enabled metadata for representative catalog entries.
- Verify chat-capable entries do not accidentally advertise an exclusive non-chat capability as chat support.
- Keep the test offline with no provider keys or network requests.
- Place the test beside the prov

[Read the thread](https://github.com/happy520ai/unified-ai-system/issues/26) · 2026-08-08 · closed · 0 comments

### Add a curl quickstart for provider-free prompt enhancement

## Goal
Add a small cross-platform curl example for POST /prompts/enhance so a new user can try natural-language enhancement without cloning the repository or configuring a provider.

## Acceptance criteria
- Add the example under docs/examples/ or the getting-started guide.
- Show input, profile, enhancedPrompt, and metadata.providerCalled=false in the expected response.
- State that the example requires no API key and makes no provider call.
- Link it from docs/getting-started.md and keep the 

[Read the thread](https://github.com/happy520ai/unified-ai-system/issues/25) · 2026-08-08 · closed · 1 comment

### Document how to add and test a provider adapter

## Problem

The repository exposes provider catalogs and adapters, but contributors do not yet have a focused guide for adding one safely.

## Proposed scope

Create a provider-adapter contribution guide that explains:

- the relevant ownership boundaries under `apps/` and `packages/`;
- the adapter and catalog contracts;
- fake or mocked testing before any real provider request;
- credential references, redaction, and explicit authorization;
- required checks and a small review checklist.

Link

[Read the thread](https://github.com/happy520ai/unified-ai-system/issues/3) · 2026-07-30 · closed · 1 comment

[See all 12 reports Pod holds for Unified AI System MCP Gateway](/mcp/unified-ai-system-mcp-gateway/issues).

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