mcp-registry/io.github.incorporatedpartners/labelhead-artist-momentum · v0.1.0
As of 2026-10-26 21:26 UTC, the Incorporatedpartners Labelhead Artist Momentum MCP server is up with a Glimind reliability score of 92/100 (grade A). Over the last 30 days it answered 99.9% of Glimind's liveness checks. It had 3 outages in 90 days, with a median recovery of 3 minutes.
Trending hip-hop artist momentum scores across four cultural dimensions.
Point your MCP client at this streamable-http endpoint: https://labelhead-mcp-public-production.up.railway.app/mcp
3 of 3 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones. How to fix →
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. All of them as JSON: /v1/readiness/mcp-registry%2Fio.github.incorporatedpartners%2Flabelhead-artist-momentum/fixes
{
"name": "check_artist_momentum",
"description": "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.",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"artist_name"
],
"properties": {
"artist_name": {
"type": "string",
"description": "Artist name to look up (e.g. 'Doechii', 'Kendrick Lamar', 'GloRilla')"
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "get_scoring_explainer",
"description": "Returns a detailed explanation of LabelHead's three-dimensional artist scoring methodology. Use this when you need to understand how composite scores are calculated, what each dimension measures, and how to interpret momentum labels.",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "get_trending_artists",
"description": "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.",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"limit": {
"type": "number",
"default": 10,
"maximum": 10,
"minimum": 1,
"description": "Number of artists to return (max 10, default 10)"
},
"min_composite": {
"type": "number",
"maximum": 100,
"minimum": 0,
"description": "Minimum composite score filter (0–100)"
},
"momentum_label": {
"enum": [
"Rising",
"Steady",
"Cooling",
"Breakout"
],
"type": "string",
"description": "Filter by momentum label"
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": true
}
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/io.github.incorporatedpartners/labelhead-artist-momentum"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.incorporatedpartners/labelhead-artist-momentum"}) over MCP.
get_trending_artists ~260 tokenscheck_artist_momentum ~138 tokensget_scoring_explainer ~107 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fio.github.incorporatedpartners%2Flabelhead-artist-momentum?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.incorporatedpartners%2Flabelhead-artist-momentum?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.incorporatedpartners%2Flabelhead-artist-momentum.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.incorporatedpartners%2Flabelhead-artist-momentum.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.incorporatedpartners%2Flabelhead-artist-momentum?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:dd0e064753e6b1b9…, first seen 2026-10-17, included at leaf 9967 of 75,527. Version history · verify what your client received.
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claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-26 21:26 UTC, the Incorporatedpartners Labelhead Artist Momentum MCP server is up with a Glimind reliability score of 92/100 (grade A). Over the last 30 days it answered 99.9% of Glimind's liveness checks. It had 3 outages in 90 days, with a median recovery of 3 minutes.
Incorporatedpartners Labelhead Artist Momentum MCP server advertises 3 tools, including check_artist_momentum, get_scoring_explainer, get_trending_artists.
Point your MCP client at this streamable-http endpoint: https://labelhead-mcp-public-production.up.railway.app/mcp
Glimind scanned all 3 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.