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Mingxin MCP Server

by mingxinstorage Your server? Claim it
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Mingxin MCP Server is answering right now. Last checked 8 min ago. 44 installs a week from npm. It exposes 3 tools. Last commit 25 Jul 2026.

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

Installs per day peak 8 · avg 3 · +29% w/w
a month agotoday
Uptime history 91 days of history · worst day 0%
91 days agonow
100.0%
Uptime 24h
91 of 91 checks
3
Tools
read from the server
307 ms
Response time
average over 24h
44
Installs / week
npm and PyPI

What changed 3

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 8 September 2026. No other catalogue keeps this.

8 Sep 3 tool descriptions were rewritten estimate_roi, query_benchmark, search_mingxin_docs

Nothing serious here today

Today is the operative word: we check Mingxin MCP Server every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 8 min ago.

run in your terminal
claude mcp add mingxin-mcp-server --transport http https://www.mingxinstorage.xyz/api/mcp
Settings → Connectors → Add custom connector, then paste this address
https://www.mingxinstorage.xyz/api/mcp
~/.codex/config.toml
[mcp_servers.mingxin-mcp-server]
url = "https://www.mingxinstorage.xyz/api/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "mingxin-mcp-server": {
      "url": "https://www.mingxinstorage.xyz/api/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "mingxin-mcp-server": {
      "type": "http",
      "url": "https://www.mingxinstorage.xyz/api/mcp"
    }
  }
}

This endpoint answered with an authorization challenge. The server is running, but it did not say what kind of credentials it expects.

Available tools 3

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

benchmark
query_benchmark
Query Xinyuanyi's signed benchmark results for FX-series storage acceleration: throughput +29-40%, TTFT -26-32% (480B model on 8x AMD MI308X), model loading 6.2-9.3x vs NFS, and the full R1-R9 report list with hosted PDF URLs. All numbers come from signed test reports; reproducible via github.com/mingxin-tech/mingxin-kvcache-bench.
estimate
estimate_roi
Estimate the ROI of adding a Xinyuanyi FX100 KV-cache storage tier to a GPU inference cluster. Model is a faithful port of the reproducible Python model (accel_value.py). Results are mid-scenario estimates, not commitments.
mingxin
search_mingxin_docs
Search Xinyuanyi's published articles on AI inference storage (KV cache tiering, NVMe-oF all-flash arrays, LLM serving). Returns titles, URLs and excerpts. Supports Chinese and English.

Endpoints

URLTransportStateLatencyChecked
https://www.mingxinstorage.xyz/api/mcp streamable-http needs auth 304 ms 8 min ago

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Mingxin MCP Server — questions

Answers built from our own checks of this server.

What can Mingxin MCP Server do?
It exposes 3 tools, read directly from the server on our last check. Among them: estimate_roi, query_benchmark, search_mingxin_docs. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is Mingxin MCP Server working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 307 ms. The bar chart above shows every period we have measured.
How do I connect Mingxin MCP Server?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address. You will need your own credentials: it refuses anonymous clients.
Does Mingxin MCP Server need an API key?
Yes. Every time we knock, Mingxin MCP Server answers with an authorization challenge instead of its tool list — that is how we know it is running and gated rather than broken. Bring your own credentials and it will talk.
How fast is Mingxin MCP Server?
It answers our handshake in 307 ms on average, which is faster than 45% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.
How many people use Mingxin MCP Server?
The npm package mingxin-mcp-server was installed 44 times in the last week. Week over week that is +29%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Mingxin MCP Server open source?
The code is open source: it is published under the MIT licence, written in JavaScript and 0 stars on GitHub. The licence covers the code in the repository, not the hosted service at mingxinstorage.xyz, which runs on its operator's own terms.