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Glama
gavxm
by gavxm

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
DEBUGNoSet to true for debug logging to stderr.
MCP_HOSTNoHost for HTTP transport. Default: localhost.localhost
MCP_PORTNoPort for HTTP transport. Default: 3000.3000
ANILIST_NSFWNoSet to true to include adult content in results. Default: false.false
ANILIST_TOKENNoAniList OAuth token. Required for write operations and private lists.
MCP_TRANSPORTNoSet to http for HTTP Stream transport. Default: stdio.stdio
ANILIST_USERNAMENoDefault username for list and stats tools. Can also pass per-call.
ANILIST_MOOD_CONFIGNoJSON object to add or override mood keywords. Mapping of mood keywords to boost/penalize arrays of genres and tags.
ANILIST_SCORE_FORMATNoOverride score display: POINT_100, POINT_10_DECIMAL, POINT_10, POINT_5, POINT_3.
ANILIST_TITLE_LANGUAGENoTitle preference: english (default), romaji, or native.english

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{}
logging
{}
prompts
{}
resources
{}
completions
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
anilist_search

Search for anime or manga by title with optional filters. Use when the user wants to find an anime/manga by name, discover titles in a genre, or find what aired in a specific year. Supports common abbreviations (aot, jjk, csm). Returns ranked list with title, format, year, score, genres, episode count, studios, and AniList URL.

anilist_details

Get full details about a specific anime or manga. Use when the user asks about a specific title and wants synopsis, score, episodes, studios, related works, and recommendations. Accepts AniList ID (faster, exact) or title (fuzzy match with abbreviation support). Returns format, status, episodes/chapters, season, score, studios, source, genres, tags, synopsis, related works, and community recommendations.

anilist_seasonal

Browse anime airing in a given season. Use when the user asks what's airing this season, what aired in a past season, or wants to discover seasonal anime. Defaults to current season/year. Returns ranked list with title, format, score, genres, and episode count.

anilist_recommendations

Get community recommendations for a specific anime or manga. Use when the user asks for shows similar to a specific title, or says "I liked X, what else should I watch?" Returns titles ranked by recommendation count with format, score, and genres.

anilist_list

Get a user's anime or manga list, filtered by watching status. Use when the user asks about their list, what they're watching, what they've completed, or what's on their plan-to-watch. Supports custom lists via status CUSTOM. Returns entries with title, score, progress, status, updated date, and entry ID.

anilist_stats

Get a user's watching/reading statistics. Use when the user asks about their overall stats, how much anime they've watched, their average score, top genres, or score distribution. Returns title count, mean score, episodes/chapters, top genres, score distribution chart, and format breakdown.

anilist_taste

Generate a taste profile summary from a user's completed list. Use when the user asks about their anime/manga preferences, what genres they like, or how they tend to score. Returns genre weights, top themes, scoring patterns with distribution chart, and format split.

anilist_pick

"What should I watch/read next?" Recommends from your Planning list based on your taste profile. Also works for backlog analysis - "which of my 200 Planning titles should I actually start?" Falls back to top-rated AniList titles if the Planning list is empty. Optionally filter by mood or max episodes. Returns ranked picks with match score, genre alignment, and mood fit.

anilist_session

Plan a watching or reading session within a time budget. Picks from your currently-watching list, scored by taste match and mood. Returns a session plan with titles, episodes to watch, and estimated time.

anilist_sequels

Find sequels airing this season for titles you've completed. Use when the user asks what sequels are coming, or wants to know if any currently airing anime continue shows they've already watched. Returns matches with the completed prequel and the airing sequel.

anilist_watch_order

Suggested viewing order for a franchise. Use when the user asks what order to watch a series, how to start a long franchise, or wants to know the chronological release order of sequels and prequels. Accepts any title in the franchise and traces the full chain. Returns a numbered list from first to last.

anilist_compare

Compare taste profiles between two AniList users. Use when someone asks to compare their taste with another user. Returns compatibility %, shared favorites, biggest disagreements, genre divergences, and cross-recommendations.

anilist_wrapped

Year-in-review summary for a user. Use when the user asks about their anime/manga year, what they watched/read in a given year, or wants a recap. Defaults to the current year. Returns title count, average score, highest rated, most controversial, genre breakdown, and consumption stats.

anilist_explain

Score a specific title against a user's taste profile and explain the alignment. Use when the user asks "why would I like this?", "is this for me?", or wants to know how well a specific anime/manga matches their preferences. Returns match score, genre/theme affinity breakdown, mood fit, and existing list status.

anilist_similar

Find titles similar to a specific anime or manga. Use when the user asks for shows like a specific title, or wants content-based recommendations without needing a user profile. Returns ranked results with similarity %, shared genres, and community rec strength.

anilist_trending

Show what's trending on AniList right now. Use when the user asks what's hot, trending, or generating buzz. No search term needed. Returns ranked list with title, format, score, genres, and episode count.

anilist_genres

Browse top anime or manga in a specific genre. Use when the user asks for the best titles in a genre, e.g. "best romance anime" or "top thriller manga from 2023". Supports year, status, and format filters. Returns ranked list with title, score, and genres.

anilist_genre_list

List all valid AniList genres and content tags. Use before genre-filtering tools to ensure valid genre names. Returns genres and content tags grouped by category with descriptions.

anilist_whoami

Check which AniList account is authenticated and verify the token works. Use when the user wants to confirm their setup or debug auth issues.

anilist_staff

Get staff and voice actor credits for an anime or manga. Use when the user asks who directed, wrote, or voiced characters in a title. Returns production staff with roles and characters with Japanese voice actors.

anilist_schedule

Get the airing schedule for an anime. Use when the user asks when the next episode airs, or wants to see upcoming episode dates for a currently airing show. Returns next episode date/countdown and upcoming episode schedule.

anilist_characters

Search for anime/manga characters by name. Use when the user asks about a specific character, wants to know which series a character appears in, or who voices them. Returns character appearances with roles and voice actors.

anilist_staff_search

Search for anime/manga staff by name and see their works. Use when the user asks about a director, voice actor, animator, or writer. Returns staff occupations, works with roles, and scores.

anilist_studio_search

Search for an animation studio by name and see their productions. Use when the user asks about a studio like MAPPA, Kyoto Animation, or Bones. Returns main and supporting productions with format, score, and status.

anilist_update_progress

Update your episode or chapter progress for an anime or manga. Use when the user says they watched an episode, finished a chapter, or wants to record progress. Requires ANILIST_TOKEN. Returns updated status, progress count, and entry ID.

anilist_add_to_list

Add an anime or manga to your list with a status. Use when the user wants to start watching, plan to watch, or mark a title as completed. Requires ANILIST_TOKEN. Returns status, optional score, and entry ID.

anilist_rate

Score an anime or manga on your list. Use when the user wants to give a rating (0-10). Scores display in the user's preferred format (3/5/10/100-point). Use 0 to remove. Requires ANILIST_TOKEN.

anilist_delete_from_list

Remove an entry from your anime or manga list. Requires the list entry ID (not the media ID) - use anilist_list to find it. Requires ANILIST_TOKEN.

anilist_favourite

Toggle favourite on an anime, manga, character, staff member, or studio. Calling again on the same entity removes it from favourites. Requires ANILIST_TOKEN.

anilist_activity

Post a text activity to your AniList feed. Use when the user wants to share a status update, thought, or message. Requires ANILIST_TOKEN.

anilist_feed

Get recent activity from a user's AniList feed. Shows text posts and list updates (anime/manga status changes). Returns numbered entries with author, date, and content. Supports pagination and type filtering.

anilist_profile

View a user's AniList profile including bio, stats, and favourites. Returns bio, anime/manga stats summary, top favourites by category, and account age.

anilist_reviews

Get community reviews for an anime or manga. Use when the user wants to see what others think about a title. Returns sentiment summary (positive/mixed/negative), individual review scores, summaries, and helpful ratios.

Prompts

Interactive templates invoked by user choice

NameDescription
seasonal_reviewReview this season's anime lineup against my taste profile.
what_to_watchPlan what to watch right now from my current list.
roast_my_tasteGet a humorous roast of your anime taste.
compare_usCompare my taste with another user.
year_in_reviewGet your anime/manga year in review wrapped summary.
explain_titleExplain why you would or wouldn't like a specific title.
find_similarFind titles similar to one you enjoyed.

Resources

Contextual data attached and managed by the client

NameDescription
User ProfileAniList profile with bio, anime/manga stats, and favourites.

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