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aggrometer

R1· needs a key

The gaming attention graph: Steam players, Twitch live viewers, aggro ratio, hype, history.

v1.0.1 · active · repository · website · descriptor JSON · versions

An agent can connect on its own if it already holds AGGROMETER_TOKEN.Remote endpoint behind a static API key or header. The registry never sees the value; the agent fills the placeholder.
Quality79good
Trust94of 100
Uptime, 30 days97%
Latency p50174 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "aggrometer": {
      "type": "http",
      "url": "https://aggrometer.com/mcp",
      "headers": {
        "Authorization": "Bearer ${AGGROMETER_TOKEN}"
      }
    }
  }
}
claude mcp add --transport http aggrometer https://aggrometer.com/mcp --header "Authorization: Bearer ${AGGROMETER_TOKEN}"
[mcp_servers.aggrometer]
url = "https://aggrometer.com/mcp"
bearer_token_env_var = "AGGROMETER_TOKEN"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "aggrometer": {
      "type": "remote",
      "url": "https://aggrometer.com/mcp",
      "enabled": true,
      "headers": {
        "Authorization": "Bearer {env:AGGROMETER_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "aggrometer": {
      "type": "http",
      "url": "https://aggrometer.com/mcp",
      "headers": {
        "Authorization": "Bearer ${AGGROMETER_TOKEN}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=aggrometer&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYWdncm9tZXRlci5jb20vbWNwIiwiaGVhZGVycyI6eyJBdXRob3JpemF0aW9uIjoiQmVhcmVyICR7QUdHUk9NRVRFUl9UT0tFTn0ifX0%3D"
}
{
  "servers": {
    "aggrometer": {
      "type": "http",
      "url": "https://aggrometer.com/mcp",
      "headers": {
        "Authorization": "Bearer ${AGGROMETER_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "aggrometer": {
      "httpUrl": "https://aggrometer.com/mcp",
      "headers": {
        "Authorization": "Bearer ${AGGROMETER_TOKEN}"
      }
    }
  }
}
extensions:
  "aggrometer":
    enabled: true
    name: "aggrometer"
    type: streamable_http
    uri: "https://aggrometer.com/mcp"
    headers:
      "Authorization": "Bearer ${AGGROMETER_TOKEN}"
    timeout: 300

Placeholders to fill from your own secret store: ${AGGROMETER_TOKEN}. The registry never accepts secret values.

Quality 79 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: top_played (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); aggro_board (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); genre_rollup (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 706 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

8 tools, about 706 tokens to load them all · tool set e9c7222c3518 · checked 2026-10-19 13:37 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 94 / 100

provenance90
liveness99
freshness85
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-97% ~updated-47d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://aggrometer.com/mcp streamable-httpapi_key ${AGGROMETER_TOKEN}yes97%174 ms2025-06-182026-10-19

Tools (8)

aggro_boardAggrometer's signature metric: aggro = live Twitch viewers / concurrent Steam players, same hour, per game (min 500 players). Above 1.0 means more people watch than play — spectacle games, watch-to-learn genres. A sudden aggro jump is an early attention signal.
game_detailFull profile of one game by Steam app id: hourly player history, Twitch viewer history, daily viewer-hours, price/discount history, top-seller rank appearances, clips-per-day virality, review counts and review-activity buckets back to launch, Wikipedia pageview history (monthly since 2018 + daily), developer news velocity, achievement-completion depth, and metadata (genres, developer, publisher). Use search_games first if you only know the name.
genre_rollupEvery Steam genre aggregated: game count, combined players, combined live viewers, genre-level aggro ratio, and combined hype (anticipation) of the genre's unreleased games. The whitespace signal: high players + low hype = an underserved genre; low players + high hype = a wave arriving.
get_summaryWarehouse status: how many games are tracked, hours of history recorded, snapshot counts, and data freshness timestamps. Call this first to understand data coverage.
hype_boardAggrometer Anticipation Index: top-wishlisted unreleased Steam games scored with pre-release Twitch attention and Wikipedia attention surges (score = wishlist-rank points + log-scaled live viewers + log-scaled pageview surge vs 30-day average). A relative index - compare games against each other; week-over-week change is the launch-anticipation signal.
search_gamesFind games in the tracked catalog by name (substring match). Returns app ids for use with game_detail, plus current player counts.
top_playedTop 100 games by current Steam concurrent players (updated hourly). Optionally scoped to one Steam genre.
top_watchedTop 100 games by current live Twitch viewership (15-min updates). Optionally scoped to one Steam genre.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.github.Aggrometer/aggrometer",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-09-29/server.schema.json",
  "remotes": [
    {
      "url": "https://aggrometer.com/mcp",
      "type": "streamable-http",
      "headers": [
        {
          "name": "Authorization",
          "isSecret": true,
          "isRequired": true,
          "description": "Bearer <Aggrometer API key> - get one at https://aggrometer.com/#pricing (Basic $3.99/mo, Pro $29/mo, or prepaid credits)"
        }
      ]
    }
  ],
  "version": "1.0.1",
  "repository": {
    "url": "https://github.com/Aggrometer/aggrometer",
    "source": "github"
  },
  "websiteUrl": "https://aggrometer.com",
  "description": "The gaming attention graph: Steam players, Twitch live viewers, aggro ratio, hype, history."
}