{"server":{"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."},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","isLatest":true,"updatedAt":"2026-09-02T05:19:15.722367Z","publishedAt":"2026-09-02T05:19:15.722367Z","statusChangedAt":"2026-09-02T05:19:15.722367Z"},"dev.protogrid/connectability":{"class":"R1","autonomous":true,"human_steps":[],"preferred":{"kind":"remote","idx":0},"remotes":[{"idx":0,"url":"https://aggrometer.com/mcp","transport":"streamable-http","templated":false,"headers":[{"name":"Authorization","required":true,"secret":true,"value":null,"secret_names":["AGGROMETER_TOKEN"]}],"auth":{"type":"api_key","location":null,"secret_name":"AGGROMETER_TOKEN","oauth":null},"protocol":{"supported_versions":["2025-06-18"],"stateless":true},"health":{"reachable":true,"uptime_30d":0.974359,"latency_ms_p50":173,"consecutive_failures":0,"last_probe_at":"2026-10-20T08:05:08.420Z","last_ok_at":"2026-10-20T08:05:08.420Z"}}],"packages":[]},"dev.protogrid/tools":[{"name":"aggro_board","title":null,"description":"Aggrometer'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.","annotations":null,"source":"probe","observed_at":"2026-10-20T08:05:08.420Z"},{"name":"game_detail","title":null,"description":"Full 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.","annotations":null,"source":"probe","observed_at":"2026-10-20T08:05:08.420Z"},{"name":"genre_rollup","title":null,"description":"Every 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.","annotations":null,"source":"probe","observed_at":"2026-10-20T08:05:08.420Z"},{"name":"get_summary","title":null,"description":"Warehouse status: how many games are tracked, hours of history recorded, snapshot counts, and data freshness timestamps. Call this first to understand data coverage.","annotations":null,"source":"probe","observed_at":"2026-10-20T08:05:08.420Z"},{"name":"hype_board","title":null,"description":"Aggrometer 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.","annotations":null,"source":"probe","observed_at":"2026-10-20T08:05:08.420Z"},{"name":"search_games","title":null,"description":"Find games in the tracked catalog by name (substring match). Returns app ids for use with game_detail, plus current player counts.","annotations":null,"source":"probe","observed_at":"2026-10-20T08:05:08.420Z"},{"name":"top_played","title":null,"description":"Top 100 games by current Steam concurrent players (updated hourly). Optionally scoped to one Steam genre.","annotations":null,"source":"probe","observed_at":"2026-10-20T08:05:08.420Z"},{"name":"top_watched","title":null,"description":"Top 100 games by current live Twitch viewership (15-min updates). Optionally scoped to one Steam genre.","annotations":null,"source":"probe","observed_at":"2026-10-20T08:05:08.420Z"}],"dev.protogrid/trust":{"score":94,"components":{"hygiene":100,"liveness":99,"freshness":85,"provenance":90},"drivers":["+repository","+namespace-matches-repo","+website","+reachable","+uptime-97%","~updated-48d-ago"],"flags":[],"blocked":false,"computed_at":"2026-10-20T08:16:33.341Z","disclaimer":"Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed."},"dev.protogrid/quality":{"score":79,"label":"good","components":{"auth":null,"hygiene":71,"protocol":75,"stability":100,"dependencies":null},"checks":[{"id":"protocol.modern","detail":"newest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28","status":"warn","category":"protocol"},{"id":"protocol.stateless","detail":"only applies to 2026-07-28 servers","status":"na","category":"protocol"},{"id":"protocol.transport","detail":"streamable HTTP","status":"pass","category":"protocol"},{"id":"protocol.list_ttl","detail":"only applies to 2026-07-28 servers","status":"na","category":"protocol"},{"id":"auth.prm","detail":"no remote uses OAuth","status":"na","category":"auth"},{"id":"auth.as_metadata","detail":"no remote uses OAuth","status":"na","category":"auth"},{"id":"auth.cimd","detail":"no remote uses OAuth","status":"na","category":"auth"},{"id":"auth.secret_in_url","detail":"no templated URL","status":"na","category":"auth"},{"id":"tools.descriptions","detail":"every tool has a description","status":"pass","category":"hygiene"},{"id":"tools.description_length","detail":"descriptions are concise","status":"pass","category":"hygiene"},{"id":"tools.schemas","detail":"every tool has an object input schema","status":"pass","category":"hygiene"},{"id":"tools.annotations","detail":"no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones","status":"fail","category":"hygiene"},{"id":"tools.directory_hints","detail":"no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: aggro_board (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); genre_rollup (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); hype_board (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …","status":"fail","category":"hygiene"},{"id":"tools.token_cost","detail":"about 706 tokens to load every tool","status":"pass","category":"hygiene"},{"id":"tools.api_dump","detail":"tools are not a one-to-one API dump","status":"pass","category":"hygiene"},{"id":"stability.changes","detail":"no tool changes in 30 days","status":"pass","category":"stability"},{"id":"stability.rug_pull","detail":"no tool changed its meaning under the same name","status":"pass","category":"stability"},{"id":"deps.known_vulns","detail":"no npm or PyPI package","status":"na","category":"dependencies"},{"id":"deps.mcp_sdk_version","detail":"no npm or PyPI package","status":"na","category":"dependencies"},{"id":"deps.resolvable","detail":"no npm or PyPI package","status":"na","category":"dependencies"}],"drivers":["-tools.annotations","-tools.directory_hints","~protocol.modern"],"flags":[],"tool_count":8,"token_estimate":706,"tools_hash":"e9c7222c3518777016170ff047c87554","tools_changed_at":null,"computed_at":"2026-10-20T08:26:04.529Z","disclaimer":"Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed."},"dev.protogrid/identity":{"canonical_id":"io.github.Aggrometer/aggrometer","aliases":[],"alias_count":0,"repository_key":"github:aggrometer/aggrometer","owner":{"verified":false,"method":null,"since":null}}},"next_actions":[{"action":"list_tools","description":"Every current tool with input schemas","href":"/v1/servers/io.github.Aggrometer%2Faggrometer/tools","arguments":{"name":"io.github.Aggrometer/aggrometer"}},{"action":"get_connection","description":"Minimal connection block for the preferred remote or package","href":"/v1/servers/io.github.Aggrometer%2Faggrometer/connection?target=mcpServers","arguments":{"name":"io.github.Aggrometer/aggrometer","target":"mcpServers"}},{"action":"search","description":"Find other servers by intent","href":"/v1/search?q={query}","arguments":{"q":"{query}"}}]}