io.github.IncorporatedPartners/labelhead-artist-momentum
REMOTE · LABELHEAD-MCP-PUBLIC-PRODUCTION.UP.RAILWAY.APP · SCANNED SEP 20
Trending hip-hop artist momentum scores across four cultural dimensions.
Available components
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 Security57
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation not fully verified: no authorisation is required to call this server, and 3 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. See how to fix → View diagnostics → Unverified
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability80
- AI-judged instruction clarity (excellent).Pass
- Tool/resource definitions use about 254 tokens (~84/item across 3 items; 3 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management100
- No destabilizing schema changes in the last 30 days.Pass
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 3 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 3 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
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'
{
"mcpServers": {
"incorporatedpartners-labelhead-artist-momentum": {
"url": "https://labelhead-mcp-public-production.up.railway.app/mcp"
}
}
} {
"servers": {
"incorporatedpartners-labelhead-artist-momentum": {
"type": "http",
"url": "https://labelhead-mcp-public-production.up.railway.app/mcp"
}
}
} [mcp_servers.incorporatedpartners-labelhead-artist-momentum] url = "https://labelhead-mcp-public-production.up.railway.app/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"incorporatedpartners-labelhead-artist-momentum": {
"type": "remote",
"url": "https://labelhead-mcp-public-production.up.railway.app/mcp",
"enabled": true
}
}
} openclaw mcp add incorporatedpartners-labelhead-artist-momentum --url 'https://labelhead-mcp-public-production.up.railway.app/mcp' --transport streamable-http
mcp_servers:
incorporatedpartners-labelhead-artist-momentum:
url: "https://labelhead-mcp-public-production.up.railway.app/mcp" {
"McpServers": {
"incorporatedpartners-labelhead-artist-momentum": {
"Transport": "http",
"Url": "https://labelhead-mcp-public-production.up.railway.app/mcp"
}
}
} assistant mcp add incorporatedpartners-labelhead-artist-momentum -t streamable-http -u 'https://labelhead-mcp-public-production.up.railway.app/mcp'
{
"mcpServers": {
"incorporatedpartners-labelhead-artist-momentum": {
"type": "http",
"url": "https://labelhead-mcp-public-production.up.railway.app/mcp"
}
}
} The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.
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.
- 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 +1
- Stability: 0.97 → pass security
- 23 Aug 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 90 to 93. That category is still filling its 30-day observation window: 27 days of observed history at the previous scan, 28 at this one. The score rises as the window fills, whether or not the server changes.
- 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
- 27 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
- 26 Jul 26 0
First indexed and scored.
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 20 Sept 2026 · Probed https://labelhead-mcp-public-production.up.railway.app/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=*.up.railway.app | CN=YE1,O=Let's Encrypt,C=US | 29 Jul 2026 | 27 Oct 2026 | ECDSA 256 | ECDSA-SHA384 | 6da79bb561da3efeb0e751ca21abd3999fe |
| SANs: *.up.railway.app, up.railway.app | ||||||
| CN=YE1,O=Let's Encrypt,C=US (CA) | CN=Root YE,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | ECDSA 384 | ECDSA-SHA384 | 5ddd70dd31f801c85c186a7a04b80afe |
| CN=Root YE,O=ISRG,C=US (CA) | CN=ISRG Root X2,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | ECDSA-SHA384 | 872165fc34b6e5fba8add5b3705fb53a |
| CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | SHA256-RSA | 6c8f1dc727c7117f7baf853ac980f9cd |
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 No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
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 | Verified | 200 | |
| http (plaintext) | http://labelhead-mcp-public-production.up.railway.app/mcp | HTTPS enforced | 301 | https://labelhead-mcp-public-production.up.railway.app/mcp |
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.
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?
No. We connected to io.github.IncorporatedPartners/labelhead-artist-momentum without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the io.github.IncorporatedPartners/labelhead-artist-momentum MCP server still maintained?
io.github.IncorporatedPartners/labelhead-artist-momentum is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.