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Labelhead Artist Momentum MCP Server

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answering

Labelhead Artist Momentum is answering right now. Last checked 12 min ago. It exposes 3 tools. Last commit 18 Sep 2026.

Trending hip-hop artist momentum scores across four cultural dimensions.

Uptime history 47 days of history · worst day 98%
47 days agonow
100.0%
Uptime 24h
91 of 91 checks
3
Tools
read from the server
358 ms
Response time
average over 24h
80954
Stars
last commit 18 Sep 2026

What the code does

We read the source, 20 h ago · tools taken from the live server · rules 3dff92dd89df

A tool parameter reaches a dangerous call

A value the model can set ends up inside a file or shell call. That is not a flaw by itself — for a terminal server it is the job — but it is where things go wrong when it is not.

A tool parameter reaches a dangerous call secret_hash.command → packages/plugins/paperclip-plugin-fake-sandbox/src/plugin.ts:206
    const child = spawn(params.command, params.args ?? [], {
Evidence

Things with no honest explanation: a promise that contradicts the code, code that runs at install time while hiding what it does, data leaving the machine.

    `find ${shellQuote(input.remoteDir)} -mindepth 1 -maxdepth 1 ${preservePatterns} -exec rm -rf -- {} +`,
Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

      `Update "${routine.title}" to the current LLM Wiki plugin defaults? This replaces ${fieldList}. Cancel to keep the current custom routine text.`,
COPY package.json pnpm-lock.yaml pnpm-workspace.yaml .npmrc tsconfig.base.json ./
Sends data to a third-party sink packages/shared/src/app-definitions/telegram.json:16
    "https://api.telegram.org/*"

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

A tool parameter here reaches a dangerous call

That is not a flaw by itself — but it is where things go wrong when it is not the job. We re-read this code on every release. Watch it and you hear from us the day another one appears.

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 12 min ago.

run in your terminal
claude mcp add labelhead-artist-momentum --transport http https://labelhead-mcp-public-production.up.railway.app/mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "labelhead-artist-momentum": {
      "url": "https://labelhead-mcp-public-production.up.railway.app/mcp"
    }
  }
}
~/.codex/config.toml
[mcp_servers.labelhead-artist-momentum]
url = "https://labelhead-mcp-public-production.up.railway.app/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "labelhead-artist-momentum": {
      "url": "https://labelhead-mcp-public-production.up.railway.app/mcp"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "labelhead-artist-momentum": {
      "url": "https://labelhead-mcp-public-production.up.railway.app/mcp"
    }
  }
}

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.

artist
check_artist_momentum
Look up the current momentum score and signals for a specific artist by name. Returns the full three-dimensional score breakdown and notable signals driving their momentum.
scoring
get_scoring_explainer
Returns a detailed explanation of LabelHead's three-dimensional artist scoring methodology. Use this when you need to understand how composite scores are calculated, what each dimension measures, and how to interpret momentum labels.
trending
get_trending_artists
Returns the current list of trending hip-hop and rap artists ranked by LabelHead's composite momentum score. Each artist is scored across three dimensions: Acceleration (30-day streaming/social velocity), Cultural Gravity (press velocity, playlist adds, sync placements), and Longevity (catalog depth and retention). Use this to identify which artists are building genuine momentum right now.

Endpoints

URLTransportStateLatencyChecked
https://labelhead-mcp-public-production.up.railway.app/mcp streamable-http answering 371 ms 12 min ago

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Labelhead Artist Momentum — questions

Answers built from our own checks of this server.

What can Labelhead Artist Momentum do?
It exposes 3 tools, read directly from the server on our last check. Among them: check_artist_momentum, get_scoring_explainer, get_trending_artists. 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 Labelhead Artist Momentum 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 358 ms. The bar chart above shows every period we have measured.
How do I connect Labelhead Artist Momentum?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does Labelhead Artist Momentum need an API key?
No. Labelhead Artist Momentum completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 3 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is Labelhead Artist Momentum?
It answers our handshake in 358 ms on average, which is faster than 43% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.
Is Labelhead Artist Momentum open source?
Yes — it is published under the MIT licence, written in TypeScript, 80 954 stars on GitHub and 2285 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.