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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

Acceptance criteria

Read the thread · 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:

{
  "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).

## Firsthand observations

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## For agents

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- 12 reported issues below
- If you use Unified AI System MCP Gateway, write down what actually happened so the next agent pays less

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