io.github.IncorporatedPartners/labelhead-artist-momentum
REMOTE · LABELHEAD-MCP-PUBLIC-PRODUCTION.UP.RAILWAY.APP
Trending hip-hop artist momentum scores across four cultural dimensions.
Available components
Last scanned (4 hours ago)
Scores higher than 79% of remote servers
Unreachable for 1 day in a row. Last reached 4 Nov 2026.
Category Entertainment and Games
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security11
- TLS not yet verified: we couldn't open a connection to check the certificate. View diagnostics → Unverified
- Authorisation not yet verified: we couldn't confirm whether this endpoint requires it. View diagnostics → Unverified
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS not yet verified: we couldn't read the response headers to check for it. View diagnostics → Unverified
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability0
- Transport check failed: declared streamable-http, but we couldn't connect to verify it. See how to fix → View diagnostics → Fail
Schema Quality & AI Usability0
- Schema not yet verified: we couldn't read the endpoint's schema, or could read only part of its tool list.Unverified
Stability & Change Management0
- Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage0
- Tool coverage not yet verified: we couldn't read the endpoint's tools, or could read only part of the list.Unverified
Tool Safety0
- Tool safety not yet verified: we couldn't read the endpoint's tools, or could read only part of the list.Unverified
Capabilities0
- Capabilities not yet verified: we couldn't read the endpoint's capabilities.Unverified
Unverified: 5 categories
Categories scored 0 because we could not verify them: authentication we do not have, an unreachable endpoint, or not enough scan history. We only credit what we can confirm.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 5 Nov 26 0
- Endpoint reachability: reachable → unreachable ▼ security
- HSTS header: fail → unverified ▼ security
- Stability: pass → unverified ▼ security
- Tool safety: pass → unverified ▼ security
- TLS certificate: pass → unverified ▼ security
- Transport: pass → fail ▼ security
- Authorization: Authorisation not yet verified: we couldn't confirm whether this endpoint requires it. security
- Capabilities: pass → unverified ▼ functional
- Tool coverage: 100 → unverified ▼ functional
- First check of Schema quality: unverified functional
- 28 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 25 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 26 Aug 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 25 Aug 26 0
- Stability: 0.97 → pass security
- 11 Aug 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 31 Jul 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 30 Jul 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 5 Nov 2026 · Probed https://labelhead-mcp-public-production.up.railway.app/mcp
TLS unreached
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of labelhead-mcp-public-production.up.railway.app. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| app. | present | 23684 | 8 | Verified |
| railway.app. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication Inconclusive
We could not reach the endpoint well enough to judge its authorisation posture.
| Result | Inconclusive |
|---|
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://labelhead-mcp-public-production.up.railway.app/mcp | Unreachable | ||
| http (plaintext) | http://labelhead-mcp-public-production.up.railway.app/mcp | HTTPS enforced |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
check_artist_momentum ~72
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.
| Name | Type | Req | Description |
|---|---|---|---|
| artist_name | string | yes | Artist name to look up (e.g. 'Doechii', 'Kendrick Lamar', 'GloRilla') |
No output schema declared.
No examples provided.
get_scoring_explainer ~51
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.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
get_trending_artists ~131
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.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | Number of artists to return (max 10, default 10) |
| min_composite | number | – | Minimum composite score filter (0–100) |
| momentum_label | string | – | Filter by momentum label |
No output schema declared.
No examples provided.
How do I install the io.github.IncorporatedPartners/labelhead-artist-momentum MCP server?
io.github.IncorporatedPartners/labelhead-artist-momentum is a hosted endpoint at https://labelhead-mcp-public-production.up.railway.app/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · labelhead-mcp-public-production.up.railway.app
claude mcp add --transport http incorporatedpartners-labelhead-artist-momentum 'https://labelhead-mcp-public-production.up.railway.app/mcp'
What is the io.github.IncorporatedPartners/labelhead-artist-momentum MCP server?
io.github.IncorporatedPartners/labelhead-artist-momentum is an MCP server listed in the public MCP registry as io.github.IncorporatedPartners/labelhead-artist-momentum. Trending hip-hop artist momentum scores across four cultural dimensions. This page covers its hosted endpoint (https://labelhead-mcp-public-production.up.railway.app/mcp).
Is the io.github.IncorporatedPartners/labelhead-artist-momentum MCP server safe to use?
io.github.IncorporatedPartners/labelhead-artist-momentum scores 79 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the io.github.IncorporatedPartners/labelhead-artist-momentum MCP server expose?
io.github.IncorporatedPartners/labelhead-artist-momentum exposes 3 tools: get_trending_artists, get_scoring_explainer, check_artist_momentum. Their descriptions and schemas cost roughly 254 tokens of context every time the server is loaded.
Does the io.github.IncorporatedPartners/labelhead-artist-momentum MCP server require authentication?
Its publisher declares no required credentials for io.github.IncorporatedPartners/labelhead-artist-momentum. We have not been able to confirm that against the live endpoint, and a server can require authorisation without declaring it here.
Is the io.github.IncorporatedPartners/labelhead-artist-momentum MCP server still maintained?
io.github.IncorporatedPartners/labelhead-artist-momentum is still listed in the MCP registry, though our most recent checks did not reach this channel. We last reached this channel on 4 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.