# NeuroRank

> Esports cognitive-combine data over MCP: free cohort stats, paid player & team scouting reports.

- name: app.neurorank/mcp
- version: 0.3.0
- connection class: R0 (autonomous)
- trust: 76/100 flags: no-repository
- quality: 79/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/app.neurorank%2Fmcp
- tools: https://api.protogrid.dev/v1/servers/app.neurorank%2Fmcp/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "neurorank": {
      "type": "http",
      "url": "https://www.neurorank.app/mcp",
      "headers": {
        "x-api-key": "${X_API_KEY}"
      }
    }
  }
}
```

Placeholders to fill: `${X_API_KEY}`.

## Trust

- hygiene: 80
- liveness: 100
- freshness: 65
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-100% ~updated-123d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 79/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_cohort_stats (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_player_report (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_team_report (readOnlyHint, destructiveHint, idempotentHint, openWorldHint)
- pass `tools.token_cost`: about 463 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 3, about 463 tokens to load them all
- tool set hash: a0daa8d1b440439eebc5306d464bc462
- badge: [![protogrid quality](https://protogrid.dev/badge/app.neurorank/mcp.svg)](https://protogrid.dev/servers/app.neurorank/mcp)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://www.neurorank.app/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (3)

- `get_cohort_stats`: Returns NeuroRank's public, aggregate cognitive-combine statistics across all completed combine runs: total runs, estimated trials, median run age, and measured reliability (split-half; test-retest sample still accruing). Read-only, no authentication, aggregate (non-personal) data only.
- `get_player_report`: PAID. Returns a full cognitive-combine report for one player by NeuroRank profile id (NR-XXXXXX): six dimension scores, archetype, the written report, and coaching notes. Requires an API key (header `x-api-key`) belonging to a user with an active scout or team subscription, and is limited to players who have opted in to scouting. Subject to a monthly quota.
- `get_team_report`: PAID (team tier). Analyses a roster of NeuroRank players and returns a composition report: per-dimension team averages, strengths and weaknesses, per-dimension standouts, score spread, archetype mix, and a written team intelligence summary. Requires an API key (header `x-api-key`) on an active team subscription. Only players who have opted in to scouting are included; at least 2 opted-in, scored players are required. Costs one monthly report pull.