Mingxin Mcp Server

xyz.mingxinstoragePublished by mingxinstorage.xyzOfficial publisherv1.0.0Updated Oct 24, 2026

Measured AI-inference-storage benchmarks with citations, article search, KV-cache ROI estimation.

VerifiedStreamable HTTPWeb executableKnowledge & MemoryData & Analytics

Overview

AI-generated overview

Mingxin's server for signed AI-inference-storage benchmark results, its technical article search, and KV-cache tiering ROI estimates.

What you can do
  • Query signed FX-series benchmark results, including throughput, TTFT and model-loading figures, with the R1–R9 report list and hosted PDF links
  • Search Mingxin's published articles on KV cache tiering, NVMe-oF all-flash storage and LLM serving in Chinese and English
  • Estimate KV-cache tiering ROI for a GPU cluster using a port of the vendor's reproducible Python model
When to use it
Useful when comparing all-flash storage options for LLM inference or serving clusters, or when you want cited benchmark numbers and vendor articles to reason about KV-cache tiering and its payback.
Requirements
Either the remote streamable HTTP endpoint or the npm package mingxin-mcp-server run locally via npx for stdio-only clients. No accounts, API keys or environment variables are declared.
Before you install
Figures and ROI outputs come from the vendor's own signed reports and a mid-scenario model; the README states ROI results are estimates with stated bands, not commitments, and that cold-recovery share is estimated pending pilot measurement. Treat results as vendor-published evidence.

Installation

In SourceWeft

  1. Open Mingxin Mcp Server in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/xyz.mingxinstorage%2Fmingxin-mcp-server/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "mingxin": {
      "type": "http",
      "url": "https://www.mingxinstorage.xyz/api/mcp"
    }
  }
}

README

Mingxin MCP Server

Official MCP server for Mingxin (Tianjin) Semiconductor Equipment Co., Ltd. — signed AI-inference-storage benchmark data, technical article search, and KV-cache tiering ROI estimation.

Every figure this server returns carries a signed test-report citation (R1–R9). The underlying benchmark is open source and reproducible: mingxin-kvcache-bench.

Tools

ToolWhat it does
query_benchmarkSigned FX-series results: throughput +29–40%, TTFT −26–32% (Qwen3-480B class on 8× AMD MI308X), model loading 6.2–9.3× vs NFS; full R1–R9 report list with hosted PDF URLs
search_mingxin_docsSearch Mingxin's published articles on KV cache tiering, NVMe-oF all-flash storage and LLM serving (Chinese + English)
estimate_roiKV-cache tiering ROI estimate for a GPU cluster (faithful port of the reproducible Python model; mid-scenario estimates, not commitments)

Install

Remote (streamable HTTP, no install)

Endpoint: https://mingxinstorage.xyz/api/mcp

Cursor (~/.cursor/mcp.json):

json
{
  "mcpServers": {
    "mingxin": { "url": "https://mingxinstorage.xyz/api/mcp" }
  }
}

Claude Desktop / VS Code and other stdio-only clients (via this npm package):

json
{
  "mcpServers": {
    "mingxin": { "command": "npx", "args": ["-y", "mingxin-mcp-server"] }
  }
}

Domain-level discovery

https://mingxinstorage.xyz/.well-known/mcp.json

Honesty & provenance

  • Measured numbers come only from signed/official test reports; vendor specs and estimates are labeled as such.
  • ROI outputs are mid-scenario estimates with stated bands (uplift 29–40% measured; cold-recovery share 10–50% estimated, to be backfilled by pilot measurement).
  • This server exposes only already-public website content; no customer data.

License

MIT

Source: README.md at commit d7683ff

Tools

0
SourceWeft has not read this server's tools yet.

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

50% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declaredRequired10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts