MCP-Server
mcp
com.tweetsmash/mcp
Was dieses MCP kann
Searches, reads, labels, organizes, archives, shares, and summarizes a user's X bookmarks, lists, digests, interests, and connected integrations.
Funktionen
Tools
53
Tools
add_labels_to_tweets
Add a label to a list of tweets. Can use an existing label by ID or create a new label by name. Either label_id or label_name must be provided.
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['tweet_ids'], 'properties': {'label_id': {'type': 'string', 'description': 'ID of existing label (use either label_id or label_name)'}, 'tweet_ids': {'type': 'array', 'items': {'type': 'string'}, 'minItems': 1, 'description': 'Array of tweet IDs to add the label to'}, 'label_name': {'type': 'string', 'description': 'Name of the label to create/add (use either label_id or label_name)'}}, 'additionalProperties': False}
archive_bookmarks
Archive, unarchive, delete, undelete, or mark read/unread a list of bookmarks by id (max 500). This is a bulk write; for destructive actions (delete) confirm with the user first. Reports how many changed.
Destruktiv
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['action', 'tweet_ids'], 'properties': {'action': {'enum': ['archive', 'unarchive', 'delete', 'undelete', 'read', 'unread'], 'type': 'string', 'description': 'The action to apply.'}, 'tweet_ids': {'type': 'array', 'items': {'type': 'string'}, 'minItems': 1, 'description': 'Bookmark ids to act on (max 500).'}}, 'additionalProperties': False}
archive_bookmarks_by_filter
Apply archive/unarchive/delete/undelete to EVERY bookmark matching a filter, in one call. Destructive by nature â confirm with the user before delete. Reports counts.
Destruktiv
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['action'], 'properties': {'tags': {'type': 'array', 'items': {'type': 'string'}}, 'value': {'type': 'string'}, 'action': {'enum': ['archive', 'unarchive', 'delete', 'undelete'], 'type': 'string', 'description': 'The action to apply to every match.'}, 'filter': {'type': 'string'}, 'search_query': {'type': 'string'}}, 'additionalProperties': False}
compose_mash_digest
Compose one of the user's Digest 2.0 digests NOW rather than waiting for its schedule. SPENDS A DIGEST CREDIT and takes about a minute, so only call it when the user asks for a fresh digest â not to inspect the current one (use get_mash_digest_issue for that). Returns an issue_id to read back once composing finishes.
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['digest_id'], 'properties': {'digest_id': {'type': 'string', 'minLength': 1, 'description': 'Which digest to compose, from list_mash_digests.'}}, 'additionalProperties': False}
correct_interest
Record the user's correction to an inferred interest, using a key from get_interests. Corrections are sticky â they survive every future recompute. Use `confirm` when they agree, `rename` for their own wording, `hide` to stop using an interest while keeping its history, `boost` when they want it weighted higher. `forget` is different and IRREVERSIBLE: it erases the underlying history so the topic cannot re-form â only use it when the user clearly asks to delete, and say what it means first.
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['interest_key', 'action'], 'properties': {'value': {'type': 'string', 'maxLength': 120, 'description': "Required for rename: the user's own name for this interest."}, 'action': {'enum': ['confirm', 'boost', 'rename', 'hide', 'forget'], 'type': 'string', 'description': 'confirm = the user says this is right (keeps it alive as it ages); boost = they want it weighted higher; rename = give it their own name; hide = stop showing or using it, evidence kept; forget = ERASE the underlying history, irreversible.'}, 'interest_key': {'type': 'string', 'minLength': 1, 'description': "The interest's key, exactly as returned by get_interests."}}, 'additionalProperties': False}
create_share_link
Create a public, read-only share link for a set of bookmarks (explicit ids or everything matching a filter). Returns a share_url valid for 7 days. Free plans share up to 10 bookmarks.
Externer Zugriff
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'tags': {'type': 'array', 'items': {'type': 'string'}}, 'value': {'type': 'string'}, 'filter': {'type': 'string'}, 'tweet_ids': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Explicit ids to export. Omit to export everything matching the filter, or the whole library.'}, 'search_query': {'type': 'string'}}, 'additionalProperties': False}
create_smart_view
Create a Smart View from a filter so the user can reuse it. Provide a name and the base_query (filter).
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['name'], 'properties': {'name': {'type': 'string', 'minLength': 1, 'description': 'View name.'}, 'base_query': {'type': 'string', 'description': 'The filter query that defines the view.'}, 'description': {'type': 'string'}, 'default_sort': {'type': 'string'}, 'triage_buckets': {'description': 'Optional tab/bucket definitions.'}}, 'additionalProperties': False}
delete_digest_preference
Remove a digest schedule by id.
Destruktiv
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['id'], 'properties': {'id': {'type': 'string', 'minLength': 1, 'description': 'The digest preference id.'}}, 'additionalProperties': False}
delete_label
Delete a label from the account entirely â the label itself plus every bookmark's assignment of it. The BOOKMARKS are not deleted; they simply lose this label. IRREVERSIBLE: before calling, tell the user how many bookmarks carry the label (list_labels returns the count) and get an explicit yes. To take a label off SOME bookmarks instead, use remove_labels_from_tweets. If the name matches more than one label the call fails with the candidates â re-run with label_id.
Destruktiv
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'label_id': {'type': ['string', 'number'], 'description': "The label's id. Use this when a name matched more than one label."}, 'label_name': {'type': 'string', 'minLength': 1, 'description': 'Name of the label to delete, exactly as it appears in list_labels.'}}, 'additionalProperties': False}
delete_smart_view
Delete a Smart View by slug.
Destruktiv
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'minLength': 1, 'description': 'The smart view slug.'}}, 'additionalProperties': False}
fetch_recent_bookmarks
Force-pull the user's most recent bookmarks from the X API now (server-side). Requires a connected X account; if the account only syncs via the browser extension, this reports that a browser sync is needed. Use when the user asks to refresh / fetch their latest saves. For Twitter-list freshness, use get_list_tweets instead.
Nur Lesen
Externer Zugriff
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'max': {'type': 'number', 'maximum': 800, 'minimum': 1, 'description': 'How many recent bookmarks to pull (max 800).'}, 'force': {'type': 'boolean', 'description': 'Force the pull even if a recent sync exists.'}}, 'additionalProperties': False}
forget
Delete a saved library preference by key (optionally narrowed by kind). Use when the user changes their mind or asks you to drop something.
Destruktiv
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'key': {'type': 'string', 'description': 'The memory key to forget.'}, 'kind': {'type': 'string'}}, 'additionalProperties': False}
get_author_preferences
The user's stated author preferences for list digests: `boost` = never-miss authors, `hide` = muted authors.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
get_bookmark
Get a single saved bookmark with FULL content in one call â the full X Article body, the unrolled thread, notes, and (optionally) replies. Use `include` (comma list of article,thread,notes,replies) to narrow it; defaults to article,thread,notes. Use this when the user wants to read or summarize a specific saved tweet/thread/article in depth.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['id'], 'properties': {'id': {'type': 'string', 'minLength': 1, 'description': 'The tweet/bookmark id to fetch.'}, 'include': {'type': 'string', 'description': 'Comma list of extra content to include: article,thread,notes,replies. Defaults to article,thread,notes.'}}, 'additionalProperties': False}
get_bookmark_count
Get the total count of user's bookmarks with optional filtering. Useful for understanding the size of bookmark collections before listing them.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'tag': {'type': 'string', 'description': 'Filter by tag'}, 'author': {'type': 'string', 'description': "Filter by author username. Use this parameter when the user wants to find tweets by a specific author (e.g., 'Show tweets by @user'). Do NOT use 'q' for author names."}, 'posted_to': {'type': 'string', 'description': 'Filter tweets posted before this date (ISO 8601 string)'}, 'media_type': {'enum': ['thread', 'media', 'replies', 'notes', 'links', 'article'], 'type': 'string', 'description': 'Filter by kind: thread · media (images/video) · replies · notes · links (posts linking out) · article (a native X Article â\x80\x94 use this when someone says "article", not `links`)'}, 'posted_from': {'type': 'string', 'description': 'Filter tweets posted after this date (ISO 8601 string)'}, 'bookmarked_to': {'type': 'string', 'description': 'Filter bookmarks added before this date (ISO 8601 string)'}, 'hide_archived': {'type': 'boolean', 'description': 'Hide archived bookmarks'}, 'is_unread_only': {'type': 'boolean', 'description': 'Filter to only unread bookmarks'}, 'bookmarked_from': {'type': 'string', 'description': 'Filter bookmarks added after this date (ISO 8601 string)'}}, 'additionalProperties': False}
get_bookmark_sync_status
Show whether a specific bookmark has synced to a given integration connection.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['tweet_id', 'connect_id'], 'properties': {'tweet_id': {'type': 'string', 'minLength': 1}, 'connect_id': {'type': 'string', 'minLength': 1, 'description': 'The integration connection id.'}}, 'additionalProperties': False}
get_connection_status
Check whether the user's tweets can be pulled: the X (Twitter) API connection (connected / disconnected), whether the browser extension has synced recently, and a rolled-up can_pull + how (x_api or extension). Use this before a sync, or when the user asks why bookmarks aren't updating. Note: the extension is browser-only and can't be driven by an agent.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
get_interests
Read what this user is actually interested in, inferred from their saved bookmarks, hand labels, questions and digest clicks â not from anything they typed. Returns topics with a 0-1 strength, whether each is active this week, and a `coverage` field saying how much evidence exists (`lite` means a new account: treat it as a first guess and check before relying on it). Use it to prioritise, filter or explain â then confirm with the user rather than asserting it back as fact. Evidence itself is not returned.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
get_library_overview
A snapshot of the whole library: total bookmarks, unread, untagged, breakdown by type (threads/media/links/notes), every label with its count, and the years covered. Use this FIRST for anything open-ended (organise, clean up, learn from my saves, 'how many do I have per topic') instead of paging through bookmarks.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
get_list_digests
List past Twitter-list email digests for the user.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
get_list_tweets
Get recent tweets for a followed X list â the latest, or (sort=POPULARITY) the top/trending tweets in a look-back window. Serves a cached copy when it's fresh and otherwise fetches from X automatically, so it always returns real tweets; `meta.source` says cache or fetched and `meta.cache_age_hours` how old it is. Pass max_age_hours:0 to force a refresh. Get connect_id from list_twitter_lists. hours defaults to 24.
Nur Lesen
Externer Zugriff
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['connect_id'], 'properties': {'sort': {'enum': ['LATEST', 'POPULARITY'], 'type': 'string', 'description': 'LATEST or POPULARITY (trending/top).'}, 'hours': {'type': 'number', 'description': 'Look-back window in hours (default 24).'}, 'limit': {'type': 'number', 'maximum': 100, 'minimum': 1}, 'connect_id': {'type': 'string', 'minLength': 1, 'description': 'The list connection id (the `connect_id` from list_twitter_lists).'}, 'max_age_hours': {'type': 'number', 'minimum': 0, 'description': 'How stale cached tweets may be before refetching from X (default 4). Pass 0 to force a fresh fetch.'}}, 'additionalProperties': False}
get_mash_digest_issue
One digest issue in full: its title, intro, every section, and per item the summary, why it was picked and why it matters to this user. Use it to answer 'what was in my digest?', 'why was this in there?' or to carry on a conversation about something the user just read. Items carry tweet IDS, not post text â resolve them with get_bookmark if the user asks about a specific post.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['issue_id'], 'properties': {'issue_id': {'type': 'string', 'minLength': 1, 'description': 'The issue id, from list_mash_digest_issues.'}}, 'additionalProperties': False}
get_me
Get the current user's account: identity, current plan and status, and usage (e.g. AI chat credits). Use this to answer 'who am I' / 'what plan am I on'.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
get_skill
Get the full playbook for a task: when to use it, the exact tool sequence with the arguments that matter, tips, and the pitfalls that cause empty results. `name` takes EITHER an exact skill name (learn_from_bookmarks, organise_into_themes, cleanup_library, list_intelligence, get_my_data_out, find_that_thing, stay_on_top, diagnose_sync, connect_your_tool) OR a plain description of the job â both resolve. You do NOT need list_skills first: if you already know what the user is trying to do, call this directly with their request and skip the round trip. Reach for list_skills only to browse what exists.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'name': {'type': 'string', 'description': "Either an exact skill name (learn_from_bookmarks, organise_into_themes, cleanup_library, list_intelligence, get_my_data_out, find_that_thing, stay_on_top, diagnose_sync) or a plain description of the job â\x80\x94 the closest match is returned either way, so passing the user's own words is fine."}}, 'additionalProperties': False}
get_smart_view
Get a single Smart View by slug (its filter, tabs/buckets, and sort).
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'minLength': 1, 'description': 'The smart view slug.'}}, 'additionalProperties': False}
get_smart_view_bookmarks
List the bookmarks inside a Smart View, optionally scoped to one tab/bucket. Use the returned ids with archive_bookmarks / tagging tools to act on the view.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'minLength': 1, 'description': 'The smart view slug.'}, 'limit': {'type': 'number', 'maximum': 100, 'minimum': 1, 'description': 'Page size (1-100).'}, 'bucket': {'type': 'string', 'description': 'Which tab/bucket of the view to read (default: all).'}, 'cursor': {'type': 'number', 'description': 'Numeric offset for the next page.'}}, 'additionalProperties': False}
get_sync_status
Show the user's app-sync integrations (Notion, Google Sheets, Zotero): whether each is connected/enabled, synced vs pending counts, and any errors.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
list_bookmarks
List the user's Twitter BOOKMARKS â posts they deliberately saved. Never includes X Likes; use list_likes for those. Supports filtering and pagination. Supports filtering by read status, media type, author, tags, date ranges, and sorting options. IMPORTANT: Use this tool (with the 'author' parameter) when the user asks to show tweets by a specific author.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'tag': {'type': 'string', 'description': 'Filter by tag'}, 'limit': {'type': 'number', 'default': 20, 'maximum': 100, 'minimum': 1, 'description': 'Number of bookmarks to retrieve (1-100)'}, 'author': {'type': 'string', 'description': "Filter by author username. Use this parameter when the user wants to find tweets by a specific author (e.g., 'Show tweets by @user'). Do NOT use 'q' for author names."}, 'cursor': {'type': 'string', 'description': 'Pagination cursor for next page'}, 'sort_by': {'enum': ['POSTED_DATE_ASC', 'POSTED_DATE_DESC', 'OLDEST_FIRST', 'NEWEST_FIRST'], 'type': 'string', 'default': 'NEWEST_FIRST', 'description': 'Sort order for results'}, 'posted_to': {'type': 'string', 'description': 'Filter tweets posted before this date (ISO 8601 string)'}, 'media_type': {'enum': ['thread', 'media', 'replies', 'notes', 'links', 'article'], 'type': 'string', 'description': 'Filter by kind: thread · media (images/video) · replies · notes · links (posts linking out) · article (a native X Article â\x80\x94 use this when someone says "article", not `links`)'}, 'posted_from': {'type': 'string', 'description': 'Filter tweets posted after this date (ISO 8601 string)'}, 'sort_cursor': {'type': 'string', 'description': 'Cursor for pagination when using sort_by (use value from meta.sort_cursor of previous response)'}, 'bookmarked_to': {'type': 'string', 'description': 'Filter bookmarks added before this date (ISO 8601 string)'}, 'hide_archived': {'type': 'boolean', 'description': 'Hide archived bookmarks'}, 'is_unread_only': {'type': 'boolean', 'description': 'Filter to only unread bookmarks'}, 'bookmarked_from': {'type': 'string', 'description': 'Filter bookmarks added after this date (ISO 8601 string)'}}, 'additionalProperties': False}
list_digest_preferences
List the user's email-digest schedules (frequency, time, paused state) for bookmark and Smart View digests.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
list_labels
List all user's labels with their usage counts. Useful for discovering existing labels before adding new ones.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
list_likes
List the posts the user LIKED on X (not their bookmarks). Likes are a lighter signal than a save â use list_bookmarks for things the user deliberately saved, and this when the user explicitly asks about likes or about what they react to. Same filters and pagination as list_bookmarks.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'tag': {'type': 'string', 'description': 'Filter by tag'}, 'limit': {'type': 'number', 'default': 20, 'maximum': 100, 'minimum': 1, 'description': 'Number of bookmarks to retrieve (1-100)'}, 'author': {'type': 'string', 'description': "Filter by author username. Use this parameter when the user wants to find tweets by a specific author (e.g., 'Show tweets by @user'). Do NOT use 'q' for author names."}, 'cursor': {'type': 'string', 'description': 'Pagination cursor for next page'}, 'sort_by': {'enum': ['POSTED_DATE_ASC', 'POSTED_DATE_DESC', 'OLDEST_FIRST', 'NEWEST_FIRST'], 'type': 'string', 'default': 'NEWEST_FIRST', 'description': 'Sort order for results'}, 'posted_to': {'type': 'string', 'description': 'Filter tweets posted before this date (ISO 8601 string)'}, 'media_type': {'enum': ['thread', 'media', 'replies', 'notes', 'links', 'article'], 'type': 'string', 'description': 'Filter by kind: thread · media (images/video) · replies · notes · links (posts linking out) · article (a native X Article â\x80\x94 use this when someone says "article", not `links`)'}, 'posted_from': {'type': 'string', 'description': 'Filter tweets posted after this date (ISO 8601 string)'}, 'sort_cursor': {'type': 'string', 'description': 'Cursor for pagination when using sort_by (use value from meta.sort_cursor of previous response)'}, 'bookmarked_to': {'type': 'string', 'description': 'Filter bookmarks added before this date (ISO 8601 string)'}, 'hide_archived': {'type': 'boolean', 'description': 'Hide archived bookmarks'}, 'is_unread_only': {'type': 'boolean', 'description': 'Filter to only unread bookmarks'}, 'bookmarked_from': {'type': 'string', 'description': 'Filter bookmarks added after this date (ISO 8601 string)'}}, 'additionalProperties': False}
list_mash_digest_issues
Past issues of the user's Digest 2.0, newest first â what arrived and when. Deliberately WITHOUT the content: pick one and call get_mash_digest_issue for the whole thing. Pass digest_id to narrow to one digest.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'How many issues, newest first. Default 20.'}, 'digest_id': {'type': 'string', 'description': 'Narrow to one digest (from list_mash_digests). Omit for every digest.'}}, 'additionalProperties': False}
list_mash_digests
The user's Mash Digest 2.0 digests â the AI-composed ones. An account can have SEVERAL (a morning read and an evening skim are two digests, not two sections of one), so START HERE and use the returned `id` for the other digest tools. Returns each digest's name, where its sections read from, and its schedule.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
list_past_digests
List past digests sent to the user's email, newest first. This is Digest 1.0 (the cluster pipeline). For the AI-composed Digest 2.0, use list_mash_digests.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
list_skills
START HERE for any open-ended request. Lists the task playbooks this server supports â systematic learning from bookmarks, organising into themes, cleaning up, X-list intelligence, exporting data out, finding a half-remembered save, digests, and diagnosing sync. Each names when to use it; call get_skill for the exact tool sequence.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
list_smart_views
List the user's Smart Views (saved filtered views). Each has a slug you pass to the other smart-view tools.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
list_twitter_lists
List the X (Twitter) lists the user follows in Tweetsmash. Returns each list's name plus its `connect_id` â pass that to get_list_tweets / send_list_digest. START HERE for any 'what's in my list' request.
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Externer Zugriff
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
preview_list_ranking
Rank a followed X list exactly the way the digest ranker would, WITHOUT sending anything, and show the work: each unit carries its rank_signals (lane_fit = matches what the user builds/studies, affinity = an author they trust, engagement, substance, noise demotions) plus author groups (`group_size` + `related_items` = several posts by one author, best one leading). Use this to answer 'what's worth reading in my list?', 'why was this picked?', or to check how a preference change would land. `meta.inert_dimensions` names signals that had no data for this pool.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['connect_id'], 'properties': {'sort': {'enum': ['auto', 'popular'], 'type': 'string', 'description': "auto (the digest's blend) or popular (engagement-led)."}, 'limit': {'type': 'number', 'maximum': 40, 'minimum': 1, 'description': 'How many ranked units to return (default 20).'}, 'list_id': {'type': 'string', 'description': 'The X list id, if known.'}, 'connect_id': {'type': 'string', 'minLength': 1, 'description': 'The list connection id (the `connect_id` from list_twitter_lists).'}, 'window_days': {'type': 'number', 'maximum': 7, 'minimum': 1, 'description': 'Look-back window in days (default 1).'}}, 'additionalProperties': False}
recall
Read back the user's saved library preferences (optionally filtered by a substring). Worth calling before an open-ended organise, summarise or cleanup task so you follow how they already like things done.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'query': {'type': 'string', 'description': 'Optional substring to filter the preferences returned.'}}, 'additionalProperties': False}
remember
Save a durable PREFERENCE about how this user wants their bookmark library handled â the themes they organise by, topics to exclude, preferred summary length/format, which account is their main one. It carries across sessions AND into the Tweetsmash web app, which your own client memory cannot reach. Use it for lasting preferences the user states or confirms, not for general chat context, task state, or anything secret.
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['kind', 'key', 'value'], 'properties': {'key': {'type': 'string', 'minLength': 1, 'description': 'A short stable key, e.g. organising_themes or summary_format. Reusing a key updates that preference instead of duplicating it.'}, 'kind': {'enum': ['preference', 'style', 'fact', 'instruction'], 'type': 'string', 'description': 'preference = how they want the library handled (themes, exclusions); style = how output should read (length, tone, format); fact = a stable fact about their setup (main account, workflow); instruction = a standing rule.'}, 'mode': {'type': 'string'}, 'value': {'type': 'string', 'maxLength': 2000, 'minLength': 1, 'description': 'The preference itself, in plain words. Never a secret, token or password.'}}, 'additionalProperties': False}
remove_labels_from_tweets
Remove a label from a list of tweets using label_name.
Destruktiv
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['tweet_ids', 'label_name'], 'properties': {'tweet_ids': {'type': 'array', 'items': {'type': 'string'}, 'minItems': 1, 'description': 'Array of tweet IDs to remove label from'}, 'label_name': {'type': 'string', 'minLength': 1, 'description': 'Name of the label to remove'}}, 'additionalProperties': False}
revoke_share_link
Revoke a previously created share link by its token.
Destruktiv
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['token'], 'properties': {'token': {'type': 'string', 'minLength': 1, 'description': 'The share link token to revoke.'}}, 'additionalProperties': False}
search_bookmarks
Search through a user's Twitter bookmarks using keyword search (q), semantic search (vector_search_term), or author filtering (author). At least one of q, vector_search_term, or author should be provided. IMPORTANT: Use the 'author' parameter for filtering by author, not the 'q' field.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'q': {'type': 'string', 'minLength': 1, 'description': "Keyword or text search query for finding bookmarks by exact words or phrases in tweet content. Do NOT use this for author names - use the 'author' parameter instead."}, 'tag': {'type': 'string', 'description': 'Filter by tag'}, 'limit': {'type': 'number', 'default': 20, 'maximum': 100, 'minimum': 1, 'description': 'Number of bookmarks to retrieve (1-100)'}, 'author': {'type': 'string', 'description': "Filter by author username. Use this parameter when the user wants to find tweets by a specific author (e.g., 'Show tweets by @user'). Do NOT use 'q' for author names."}, 'cursor': {'type': 'string', 'description': 'Pagination cursor for next page'}, 'sort_by': {'enum': ['POSTED_DATE_ASC', 'POSTED_DATE_DESC', 'OLDEST_FIRST', 'NEWEST_FIRST'], 'type': 'string', 'default': 'NEWEST_FIRST', 'description': 'Sort order for results'}, 'posted_to': {'type': 'string', 'description': 'Filter tweets posted before this date (ISO 8601 string)'}, 'media_type': {'enum': ['thread', 'media', 'replies', 'notes', 'links', 'article'], 'type': 'string', 'description': 'Filter by kind: thread · media (images/video) · replies · notes · links (posts linking out) · article (a native X Article â\x80\x94 use this when someone says "article", not `links`)'}, 'posted_from': {'type': 'string', 'description': 'Filter tweets posted after this date (ISO 8601 string)'}, 'sort_cursor': {'type': 'string', 'description': 'Cursor for pagination when using sort_by (use value from meta.sort_cursor of previous response)'}, 'bookmarked_to': {'type': 'string', 'description': 'Filter bookmarks added before this date (ISO 8601 string)'}, 'hide_archived': {'type': 'boolean', 'description': 'Hide archived bookmarks'}, 'is_unread_only': {'type': 'boolean', 'description': 'Filter to only unread bookmarks'}, 'bookmarked_from': {'type': 'string', 'description': 'Filter bookmarks added after this date (ISO 8601 string)'}, 'vector_search_term': {'type': 'string', 'minLength': 1, 'description': 'Semantic search query for retrieving bookmarks based on meaning and context, not just keywords. Use for natural language questions or topic-based searches.'}}, 'additionalProperties': False}
search_docs
Answer questions about Tweetsmash itself â features, how-to, pricing, plans, limits, account/subscription. Searches the bundled product guide and returns the most relevant sections for you to answer from. Call with an empty query to list the help topics.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'query': {'type': 'string', 'description': 'What the user is asking about the product (pricing, a feature, how-to). Empty returns the list of help topics.'}}, 'additionalProperties': False}
send_list_digest
Build and email a digest of a Twitter list's high-signal tweets to the user now.
Externer Zugriff
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['connect_id'], 'properties': {'list_id': {'type': 'string', 'description': 'The X list id, if required.'}, 'connect_id': {'type': 'string', 'minLength': 1, 'description': 'The list connection id.'}}, 'additionalProperties': False}
set_author_preference
Remember how the user feels about an author in their list digests. action=boost â never miss this author's posts (they will always be included, low-signal ones collapsed rather than dropped); action=hide â mute them; action=clear â forget the preference. Use when the user says things like 'don't let me miss marclou's updates' or 'stop showing me X'. Takes effect from the next digest and in preview_list_ranking immediately.
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['handle', 'action'], 'properties': {'action': {'enum': ['boost', 'hide', 'clear'], 'type': 'string', 'description': 'boost = never miss this author in list digests; hide = mute them; clear = remove any preference.'}, 'handle': {'type': 'string', 'minLength': 1, 'description': "The author's X handle, with or without the @."}}, 'additionalProperties': False}
setup_vector_store
Initialize the vector store for semantic bookmark search. CRITICAL: When vector/semantic search fails with 'Vector Store Not Setup' error, call this tool. This is an async operation that may take a few minutes for large bookmark collections.
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}}
tag_bookmarks_by_filter
Add a label to EVERY bookmark matching a filter, in a single call. Prefer this over listing then looping when the user says 'tag all my ⦠as â¦'. Resolves an author name to its id automatically. Reports matched/tagged/failed counts.
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'q': {'type': 'string', 'description': 'Keyword search to scope which bookmarks get tagged.'}, 'tag': {'type': 'string', 'description': 'Filter by tag'}, 'author': {'type': 'string', 'description': "Filter by author username. Use this parameter when the user wants to find tweets by a specific author (e.g., 'Show tweets by @user'). Do NOT use 'q' for author names."}, 'label_id': {'type': 'string', 'description': 'Existing label id (use label_id or label_name).'}, 'posted_to': {'type': 'string', 'description': 'Filter tweets posted before this date (ISO 8601 string)'}, 'label_name': {'type': 'string', 'description': 'Label to create/apply (use label_id or label_name).'}, 'media_type': {'enum': ['thread', 'media', 'replies', 'notes', 'links', 'article'], 'type': 'string', 'description': 'Filter by kind: thread · media (images/video) · replies · notes · links (posts linking out) · article (a native X Article â\x80\x94 use this when someone says "article", not `links`)'}, 'posted_from': {'type': 'string', 'description': 'Filter tweets posted after this date (ISO 8601 string)'}, 'bookmarked_to': {'type': 'string', 'description': 'Filter bookmarks added before this date (ISO 8601 string)'}, 'hide_archived': {'type': 'boolean', 'description': 'Hide archived bookmarks'}, 'is_unread_only': {'type': 'boolean', 'description': 'Filter to only unread bookmarks'}, 'bookmarked_from': {'type': 'string', 'description': 'Filter bookmarks added after this date (ISO 8601 string)'}}, 'additionalProperties': False}
trigger_csv_export
Start a CSV export (explicit ids, a filter, or the whole library). Returns a job id; the file appears in the Export Center.
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'tags': {'type': 'array', 'items': {'type': 'string'}}, 'value': {'type': 'string'}, 'filter': {'type': 'string'}, 'tweet_ids': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Explicit ids to export. Omit to export everything matching the filter, or the whole library.'}, 'search_query': {'type': 'string'}}, 'additionalProperties': False}
trigger_json_export
Start a JSON export (explicit ids, a filter, or the whole library). Returns a job id; the file appears in the Export Center.
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'tags': {'type': 'array', 'items': {'type': 'string'}}, 'value': {'type': 'string'}, 'filter': {'type': 'string'}, 'tweet_ids': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Explicit ids to export. Omit to export everything matching the filter, or the whole library.'}, 'search_query': {'type': 'string'}}, 'additionalProperties': False}
trigger_pdf_export
Start a PDF export of the user's bookmarks (explicit ids, everything matching a filter, or the whole library). Returns a job id; tell the user the file will appear in the Export Center.
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'tags': {'type': 'array', 'items': {'type': 'string'}}, 'value': {'type': 'string'}, 'filter': {'type': 'string'}, 'tweet_ids': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Explicit ids to export. Omit to export everything matching the filter, or the whole library.'}, 'search_query': {'type': 'string'}}, 'additionalProperties': False}
update_digest_preference
Update a digest schedule (enable/pause, frequency, time) by id.
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['id'], 'properties': {'id': {'type': 'string', 'minLength': 1, 'description': 'The digest preference id to update.'}, 'is_paused': {'type': 'boolean'}, 'week_info': {}, 'is_enabled': {'type': 'boolean'}, 'time_to_read': {}, 'schedule_time': {'type': 'string'}, 'send_frequency': {'type': 'string', 'description': 'e.g. DAILY, WEEKLY.'}}, 'additionalProperties': False}
update_smart_view
Update a Smart View (name, filter, tabs, sort) by slug.
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['slug'], 'properties': {'name': {'type': 'string'}, 'slug': {'type': 'string', 'minLength': 1, 'description': 'The smart view slug to update.'}, 'base_query': {'type': 'string'}, 'description': {'type': 'string'}, 'default_sort': {'type': 'string'}, 'triage_buckets': {}}, 'additionalProperties': False}
Verlauf
Letzte Tool-Änderungen
Hinzugefügt
correct_interest
17. September 2026 12:38
Hinzugefügt
get_interests
17. September 2026 12:38
Hinzugefügt
forget
17. September 2026 12:38
Hinzugefügt
recall
17. September 2026 12:38
Hinzugefügt
remember
17. September 2026 12:38
Hinzugefügt
fetch_recent_bookmarks
17. September 2026 12:38
Hinzugefügt
get_connection_status
17. September 2026 12:38
Hinzugefügt
get_me
17. September 2026 12:38
Hinzugefügt
set_author_preference
17. September 2026 12:38
Hinzugefügt
get_author_preferences
17. September 2026 12:38
Hinzugefügt
preview_list_ranking
17. September 2026 12:38
Hinzugefügt
send_list_digest
17. September 2026 12:38
Hinzugefügt
get_list_digests
17. September 2026 12:38
Hinzugefügt
get_list_tweets
17. September 2026 12:38
Hinzugefügt
list_twitter_lists
17. September 2026 12:38
Hinzugefügt
get_bookmark_sync_status
17. September 2026 12:38
Hinzugefügt
get_sync_status
17. September 2026 12:38
Hinzugefügt
compose_mash_digest
17. September 2026 12:38
Hinzugefügt
get_mash_digest_issue
17. September 2026 12:38
Hinzugefügt
list_mash_digest_issues
17. September 2026 12:38
Hinzugefügt
list_mash_digests
17. September 2026 12:38
Hinzugefügt
list_past_digests
17. September 2026 12:38
Hinzugefügt
delete_digest_preference
17. September 2026 12:38
Hinzugefügt
update_digest_preference
17. September 2026 12:38
Hinzugefügt
list_digest_preferences
17. September 2026 12:38
Hinzugefügt
trigger_json_export
17. September 2026 12:38
Hinzugefügt
trigger_csv_export
17. September 2026 12:38
Hinzugefügt
trigger_pdf_export
17. September 2026 12:38
Hinzugefügt
revoke_share_link
17. September 2026 12:38
Hinzugefügt
create_share_link
17. September 2026 12:38
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