Schema | PersonalizationMCP

PersonalizationMCP

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Server Configuration

Describes the environment variables required to run the server.

Name	Required	Description
`STEAM_API_KEY`	No	Steam API key
`STEAM_USER_ID`	No	Steam user ID
`BILIBILI_BUVID3`	No	Bilibili buvid3 cookie
`YOUTUBE_API_KEY`	No	YouTube API key
`REDDIT_CLIENT_ID`	No	Reddit client ID
`BILIBILI_BILI_JCT`	No	Bilibili bili_jct cookie
`BILIBILI_SESSDATA`	No	Bilibili sessdata cookie
`SPOTIFY_CLIENT_ID`	No	Spotify client ID
`REDDIT_REDIRECT_URI`	No	Reddit redirect URI
`REDDIT_CLIENT_SECRET`	No	Reddit client secret
`SPOTIFY_REDIRECT_URI`	No	Spotify redirect URI
`SPOTIFY_CLIENT_SECRET`	No	Spotify client secret

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

Capability	Details
`tools`	{ "listChanged": false }
`prompts`	{ "listChanged": false }
`resources`	{ "subscribe": false, "listChanged": false }
`experimental`	{}

Tools

Functions exposed to the LLM to take actions

Name	Description
addA	Add two integers.
test_connectionA	Test if the MCP server is working.
get_personalization_statusB	Get overall personalization server status.
test_steam_credentialsB	Test Steam API credentials.
get_steam_libraryB	Get user's Steam game library with detailed statistics. `Args: steamid: Optional Steam ID. If not provided, uses your own Steam ID.`
get_steam_friendsB	Get user's Steam friends list. `Args: steamid: Optional Steam ID. If not provided, uses your own Steam ID.`
my_steam_recent_activityB	Get my recent Steam gaming activity.
get_steam_profileB	Get Steam profile information. `Args: steamid: Optional Steam ID. If not provided, uses your own Steam ID.`
get_steam_configB	Get Steam API configuration status.
get_steam_recent_activityB	Get user's recent Steam gaming activity. `Args: steamid: Optional Steam ID. If not provided, uses your own Steam ID.`
get_player_summaryC	Get detailed player profile information including status, avatar, and location. `Args: steamids: Optional comma-separated list of Steam IDs. If not provided, uses your own Steam ID.`
get_player_achievementsC	Get player achievements for a specific game.
get_user_game_statsC	Get detailed user statistics for a specific game.
get_friends_current_gamesA	Get what games your Steam friends are currently playing.
compare_games_with_friendA	Compare your game library with a friend's library to find common games. `Args: friend_steamid: Steam ID of the friend to compare with.`
get_friend_game_recommendationsB	Get game recommendations based on what a friend owns but you don't. `Args: friend_steamid: Steam ID of the friend to get recommendations from.`
test_youtube_credentialsB	Test YouTube API credentials.
refresh_youtube_tokenB	手动刷新YouTube访问令牌
auto_refresh_youtube_token_if_neededA	自动检查并刷新YouTube访问令牌（如果需要的话）
get_youtube_token_statusB	获取YouTube令牌状态信息
setup_youtube_oauthC	`设置YouTube OAuth2认证（首次认证） Args: client_id: Google OAuth2 Client ID client_secret: Google OAuth2 Client Secret Returns: 包含认证状态和下一步操作的字典`
complete_youtube_oauthB	`完成YouTube OAuth2认证（获取令牌） Args: client_id: Google OAuth2 Client ID client_secret: Google OAuth2 Client Secret device_code: 从setup_youtube_oauth获得的设备代码 Returns: 认证完成状态`
get_youtube_subscriptionsA	Get user's YouTube channel subscriptions (requires OAuth2 access token).
get_youtube_playlistsA	Get user's YouTube playlists (requires OAuth2 access token).
get_youtube_liked_videosA	Get user's liked YouTube videos (requires OAuth2 access token).
search_youtube_videosC	Search YouTube videos by query.
get_video_detailsC	Get detailed information about a specific YouTube video.
get_channel_infoC	Get information about a YouTube channel.
get_trending_videosB	Get trending YouTube videos for a specific region.
get_youtube_configB	Get YouTube API configuration status.
test_bilibili_credentialsB	Test Bilibili API credentials.
get_bilibili_configA	Get Bilibili API configuration status.
get_bilibili_user_infoC	Get Bilibili user profile information. `Args: uid: Bilibili user ID (UID)`
get_my_bilibili_profileA	Get your own Bilibili profile information (requires login).
get_bilibili_following_listA	Get Bilibili user's following list. `Args: uid: User ID. If not provided, gets your own following list (requires login) page: Page number (default: 1)`
search_bilibili_videosB	Search Bilibili videos by keyword. `Args: keyword: Search keyword page: Page number (default: 1) order: Sort order - totalrank, click, pubdate, dm, stow (default: totalrank)`
get_bilibili_user_videosB	Get videos uploaded by a Bilibili user. `Args: uid: User ID page: Page number (default: 1)`
get_bilibili_video_infoB	Get detailed information about a Bilibili video. `Args: bvid: Bilibili video ID (BVID)`
get_bilibili_watch_historyB	Get your Bilibili watch history (requires login). `Args: page: Page number (default: 1)`
get_bilibili_favoritesA	Get Bilibili user's favorite folders and videos. `Args: uid: User ID. If not provided, gets your own favorites (requires login) page: Page number (default: 1)`
get_bilibili_toview_listA	Get your Bilibili 'to view' (稍后再看) list (requires login).
test_spotify_credentialsC	Test Spotify API credentials.
get_spotify_configA	Get Spotify API configuration status.
setup_spotify_oauthA	`Setup Spotify OAuth2 authentication (initial authentication) Args: client_id: Spotify Client ID client_secret: Spotify Client Secret redirect_uri: Optional redirect URI (defaults to environment variable or http://localhost:8888/callback) Returns: Dictionary containing authentication status and next steps`
complete_spotify_oauthB	`Complete Spotify OAuth2 authentication (get tokens) Args: client_id: Spotify Client ID client_secret: Spotify Client Secret authorization_code: Authorization code from Spotify callback redirect_uri: Optional redirect URI (should match the one used in setup_spotify_oauth) Returns: Authentication completion status`
refresh_spotify_tokenA	Manually refresh Spotify access token
auto_refresh_spotify_token_if_neededB	Auto check and refresh Spotify access token if needed
get_spotify_token_statusB	Get Spotify token status information
get_current_user_profileC	Get current user's Spotify profile information.
get_user_profileB	Get a specific user's public Spotify profile information.
get_user_top_itemsB	Get user's top artists or tracks. `Args: item_type: "artists" or "tracks" time_range: "short_term" (4 weeks), "medium_term" (6 months), "long_term" (years) limit: Number of items to return (1-50, default 50)`
get_followed_artistsC	Get user's followed artists.
follow_artists_or_usersB	Follow artists or users. `Args: ids: Comma-separated list of artist or user IDs follow_type: "artist" or "user"`
unfollow_artists_or_usersC	Unfollow artists or users. `Args: ids: Comma-separated list of artist or user IDs follow_type: "artist" or "user"`
follow_playlistB	Follow a playlist. `Args: playlist_id: Spotify playlist ID public: Whether the playlist will be included in user's public playlists`
unfollow_playlistC	Unfollow a playlist. `Args: playlist_id: Spotify playlist ID`
get_user_saved_tracksD	Get user's saved tracks.
get_user_saved_albumsC	Get user's saved albums.
get_user_saved_showsD	Get user's saved podcast shows.
get_user_saved_episodesC	Get user's saved podcast episodes.
get_user_saved_audiobooksC	Get user's saved audiobooks.
get_current_user_playlistsC	Get current user's playlists.
get_user_playlistsC	Get a user's public playlists.
get_playlist_itemsC	Get items (tracks/episodes) in a playlist.
get_user_recently_playedC	Get user's recently played tracks. `Args: limit: Number of tracks to return (1-50, default 50)`
test_reddit_credentialsC	Test Reddit API credentials.
get_reddit_configC	Get Reddit API configuration status.
setup_reddit_oauthB	`Setup Reddit OAuth2 authentication (initial authentication). Args: client_id: Reddit Client ID client_secret: Reddit Client Secret redirect_uri: Optional redirect URI (defaults to environment variable or http://localhost:8888/callback)`
complete_reddit_oauthB	`Complete Reddit OAuth2 authentication (get tokens). Args: client_id: Reddit Client ID client_secret: Reddit Client Secret authorization_code: Authorization code from Reddit callback redirect_uri: Optional redirect URI (should match the one used in setup_reddit_oauth)`
refresh_reddit_tokenC	Manually refresh Reddit access token.
auto_refresh_reddit_token_if_neededC	Auto check and refresh Reddit access token if needed.
get_reddit_token_statusD	Get Reddit token status information.
get_user_subredditsB	`Get user's subscribed subreddits. Args: access_token: Optional access token limit: Number of subreddits to return (1-100, default 100)`
get_user_trophiesA	Get current user's Reddit trophies and achievements.
get_user_preferencesC	Get current user's Reddit preferences and settings.
get_user_karma_breakdownC	Get user's karma breakdown by subreddit.
get_moderated_subredditsB	`Get subreddits where user is a moderator. Args: access_token: Optional access token limit: Number of subreddits to return (1-100, default 100)`
get_contributor_subredditsB	`Get subreddits where user has contributor permissions. Args: access_token: Optional access token limit: Number of subreddits to return (1-100, default 100)`
get_user_submitted_postsA	`Get user's submitted posts. Args: username: Username (optional, defaults to current user) access_token: Optional access token limit: Number of posts to return (1-100, default 100) sort: Sort order (new, hot, top, default: new)`
get_user_commentsB	`Get user's comments. Args: username: Username (optional, defaults to current user) access_token: Optional access token limit: Number of comments to return (1-100, default 100) sort: Sort order (new, hot, top, default: new)`
get_user_overviewA	`Get user's posts and comments overview (mixed timeline). Args: username: Username (optional, defaults to current user) access_token: Optional access token limit: Number of items to return (1-100, default 100) sort: Sort order (new, hot, top, default: new)`
get_saved_contentA	`Get user's saved posts and comments. Args: username: Username (optional, defaults to current user) access_token: Optional access token limit: Number of items to return (1-100, default 100)`
get_hidden_postsB	`Get user's hidden posts. Args: username: Username (optional, defaults to current user) access_token: Optional access token limit: Number of items to return (1-100, default 100)`
get_upvoted_contentB	`Get user's upvoted posts. Args: username: Username (optional, defaults to current user) access_token: Optional access token limit: Number of items to return (1-100, default 100)`
get_downvoted_contentA	`Get user's downvoted posts. Args: username: Username (optional, defaults to current user) access_token: Optional access token limit: Number of items to return (1-100, default 100)`
get_inbox_messagesB	`Get user's inbox messages (requires privatemessages scope). Args: access_token: Optional access token limit: Number of messages to return (1-100, default 100)`
get_unread_messagesB	`Get user's unread messages (requires privatemessages scope). Args: access_token: Optional access token limit: Number of messages to return (1-100, default 100)`
get_sent_messagesA	`Get user's sent messages (requires privatemessages scope). Args: access_token: Optional access token limit: Number of messages to return (1-100, default 100)`

Prompts

Interactive templates invoked by user choice

Name	Description
No prompts

Resources

Contextual data attached and managed by the client

Name	Description
No resources

Deploy Server

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

C2.7/5.0

Scored 2026-09-15 05:45 across 88 tools

Disambiguation4/5

Most tools are clearly distinct due to platform prefixes (e.g., get_steam_library vs get_spotify_user_saved_tracks), but there are minor confusions between test_*_credentials, get_*_config, and generic status tools like test_connection and get_personalization_status. The unrelated 'add' tool also creates ambiguity.

Naming Consistency3/5

The majority follow a get_verb_noun pattern, but there are deviations like 'add', 'test_connection', and 'my_steam_recent_activity' (instead of get_my_...). The inconsistent use of 'my_' vs 'get_my_' and a few long auto-refresh names slightly reduce predictability.

Tool Count1/5

With 88 tools, this is an extreme mismatch even for a multi-platform personalization server. The calibration indicates 50+ tools as extreme, and this server has nearly double that, making it overwhelming for agents to navigate.

Completeness4/5

Each platform has a broad set of read operations and some actions (follow/unfollow, OAuth setup). Missing write operations like posting or creating playlists are notable, but for a personalization-focused server the coverage is substantial, with only minor gaps in content creation.

Maintenance

ActivityInactive

ResponsivenessUnresponsive

Resources

GitHub Repository

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