MCP.Market

Unified AI System MCP Gateway MCP server

by happy520ai·io.github.happy520ai/unified-ai-system·v0.8.0·8 stars
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Self-hosted MCP gateway for Codex, Cursor, and Cline with provider-free prompt enhancement.

A88/100grade A
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Safety scan
A88/100

full report

Adoption
Growing

8 stars

Reviews

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Nobody has reviewed Unified AI System MCP Gateway yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

Unified AI System MCP Gateway tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.10 · 2026-10-16 · same rubric, same numbers if you re-run it

no findings
  • –Code scanpackage could not be scannedn/a
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 1 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 88/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Unified AI System MCP Gateway compares

Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
88/100
higher than 80% of 4,461 AI and agents servers
GitHub stars
8
more than 82% of 2,713 AI and agents servers

Release history: 2 versions in the registry since 2026-09-04, latest 2026-09-25, typically one every 22 days.

Install Unified AI System MCP Gateway in Claude Code, Cursor or VS Code

claude mcp add unified-ai-system -- docker run -i --rm ghcr.io/happy520ai/unified-ai-system/mcp-server:0.8.0
Add to Cursor

What the publisher says

From the Unified AI System MCP Gateway repository's README, as published. We do not edit it. Read it on GitHub

Unified AI System: Self-Hosted AI Gateway & MCP Server

Open-source AI gateway for deterministic prompt enhancement, governed execution, and reproducible verification.

English | zh-CN | Project Site

Unified AI System turns a rough request into a structured, reviewable prompt before execution. It gives teams one self-hosted surface for OpenAI-compatible SDKs, MCP, A2A, CLI, and HTTP while keeping provider calls explicit — with virtual keys and token budgets, exact response caching plus an opt-in lexical-approximate similarity layer, reverse MCP governance with REST→MCP generation, a terminal-first JSON operations overview, and operations-focused observability.

Current maturity: hardened Public Preview. The credential-free path is

reproducible and CI-gated; production deployment still requires your own

provider staging, HA/DR drills, security review, and operating evidence.

Try Before Installing

The original request stays visible. The local enhancer adds execution requirements, output requirements, and completion criteria.

Open a ready-to-run coding example in the browser Prompt Lab

The link loads a real request and renders the enhanced prompt locally. No account, API key, or provider call is required.

Run the same proof against the published container:

docker run --rm ghcr.io/happy520ai/unified-ai-system/ai-gateway-service:0.7.0 pnpm gateway demo "Build a small API for my team" --enhance --profile coding --evidence

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Unified AI System MCP Gateway: common questions

Is Unified AI System MCP Gateway MCP server safe?
Yes, by our scan: it is graded A (88/100). Read the Unified AI System MCP Gateway safety report
How do I install Unified AI System MCP Gateway?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Unified AI System MCP Gateway need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Unified AI System MCP Gateway maintained?
The last commit was 21 days ago (2026-10-15). The latest release is v0.8.0.
What can I use instead of Unified AI System MCP Gateway?
Servers from other publishers that do the same job: SuperCompress MCP server, freellmpool MCP server and Agent-Native Analytics MCP server.
How does Unified AI System MCP Gateway compare with other AI and agents MCP servers?
safety score 88/100 (higher than 80% of 4,461 AI and agents servers); github stars 8 (more than 82% of 2,713 AI and agents servers). Full comparison.

Alternatives to Unified AI System MCP Gateway

Same job from other publishers: the closest match first, then the best rated.

  • SuperCompress
    Compress coding-agent context ~64%. Hosted Neural Keep MCP for Cursor/Claude/Codex.
    B
  • freellmpool
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    A
  • Agent-Native Analytics
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  • Image
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    B
  • OpenWorkProof
    Verifiable agent evidence; opt-in Codex guard and reference SOC alert review.
    A