WindowsForum MCP Server

Reviewed 2h ago.

• tools: 29 tools scanned
• metadata: scanned

No findings.

Tools (29)

• search

  Search all WindowsForum content (community threads, Windows news, tutorials) with combined keyword and semantic ranking — the best first call for any question or topic. Keep section 'all' unless the user asks for one kind of content. For the latest/newest items set sort='newest' (a query with no topic, such as 'latest tutorials', returns the newest items). Pass the result ids to render_search_results to show them as a card. Returns a list of search results with basic information. Use the fetch tool for document content and continuation details for long threads.

• fetch

  Retrieve a WindowsForum document by ID for analysis and citation. Posts are returned in full. Threads include their first 50 visible posts. Check metadata.truncated and metadata.pagination; continue long threads with get_thread_posts(thread_id, offset=next_offset).

• search_semantic

  Find WindowsForum discussions by meaning rather than exact words — embedding-based semantic search that excels at natural-language questions and paraphrased topics. Uses kNN vector similarity to find content that is semantically related to the query, even if it doesn't share exact keywords. Best for natural language questions and conceptual searches.

• search_threads

  Search WindowsForum threads with structured controls — sort by relevance, date, views or replies, in either order, with pagination; use when result ordering or paging matters. Latest/newest requests replace the default relevance sort with date order; a query such as 'latest tutorials' lists that section without requiring those words in the content. Views/replies sort the complete indexed matching corpus inside a frozen snapshot; they require a complete, fresh popularity index. Counts shown for these sorts come from that index snapshot, with a conservative counts_as_of freshness watermark. Ranking metadata identifies an applied database transaction barrier or a rolling metadata sweep. Native view totals are source-aggregated on approximately a 15-minute cadence, so recent visits and subsequent source changes may not yet be reflected. For popularity continuation pass next_cursor as cursor, leaving from_=0; cursors are short-lived (well under two minutes), so page promptly and start again

• get_time

  Get the current server date and time — use to anchor time-sensitive queries like 'latest' or 'this week' before searching recent content.

• supplement_status

  Get the Key-Facts supplement state for one article thread — lifecycle status (approved/held/validated/draft), whether it is the live 'current' revision, and whether the sidebar card is actually rendering, dark because the article was edited after approval (drifted), or absent. Use to answer 'why is there no Key-Facts card on thread N?'.

• corpus_stats

  Get aggregate health of the Key-Facts supplement corpus — status histogram, how many eligible articles still have no supplement, how many approved cards went dark from article edits (drifted), and the latest generation run summary.

• list_drifted

  List article threads whose approved Key-Facts card is dark because the opening post was edited after approval (content-hash drift). These are exactly what the hourly fill driver repairs next.

• get_kb_article

  Retrieve an official Microsoft Knowledge Base article from support.microsoft.com by KB number (e.g. KB5063878) — returns the update's title, summary, and affected builds. Use this tool when a user asks about a specific KB number. Fetches the full article content including title, summary, known issues, and resolution steps.

• search_kb

  Search official Microsoft Knowledge Base articles for Windows 10, Windows 11, and Windows Server updates by topic, keyword, build, or KB number — use for Windows update, patch, and known-issue lookups when you lack a KB number. Returns matching KB article titles, release dates, and support.microsoft.com URLs, newest first. Use get_kb_article to fetch the full content of a specific article.

• get_thread_posts

  Read a page of visible posts in a WindowsForum thread, oldest first. Follow pagination.next_offset while pagination.has_more to read the full conversation, including later replies and accepted solutions.

• search_mysql

  Exact substring lookup over thread titles and author usernames, ordered by view count — use for literal title or author matching rather than relevance-ranked full-text search. Complements the main `search` tool: use this for literal title or author matching rather than relevance-ranked full-text search.

• search_elastic

  Relevance-ranked full-text thread search with explicit offset pagination — use to page through a large result set beyond what the main search tool returns. The total is exact when total_relation is 'eq', otherwise a verified public lower bound ('gte'); use has_more and next_from to continue. If pagination_limited is true, narrow the query or section instead of paging further. Complements the main `search` tool: use this to page through a large result set with an explicit offset.

• get_thread

  Get a WindowsForum thread's metadata by id — title, author, reply and view counts, dates, and canonical URL; use fetch or get_thread_posts to read its content.

• list_threads

  List the newest WindowsForum threads, news articles or tutorials, newest first, with no search query — use when the user asks for the latest, newest or most recent tutorials, news or threads. Pass each item's `id` to render_search_results to show them as a card.

• get_post

  Get a single WindowsForum post by post id — returns the post's text, author, thread context, and URL; use when you have a specific post reference to verify or quote.

• get_user

  Look up a WindowsForum member's public profile by username or user id — registration date, message count, reaction score, last seen, and profile URL. Only what a signed-out visitor could see on the member's profile page is returned: members who limit their profile get a username-only result, and last seen is omitted for members who hide their online status.

• get_forum

  Get a WindowsForum forum section's details by node id — title, description, and thread/message counts; pair with list_threads or get_forum_updates to see its activity.

• get_forum_updates

  Summarize recent WindowsForum activity over the last N hours (default 24) — new threads and posts across the community; use for "what's new" questions.

• get_online_users

  See who is on WindowsForum right now — counts of members, guests, and robots active in the last 15 minutes, with the names of online members who show their online status.

• get_latest_registered_users

  List the newest WindowsForum member registrations — use for community-growth questions or to identify recent joiners. Only confirmed, non-banned accounts are listed, as on the forum's own "New members" list.

• get_forum_statistics

  Get sitewide WindowsForum statistics — total threads, posts, and members, plus threads and posts created today; use for questions about the community's size and activity.

• search_posts

  Search individual WindowsForum posts (not just thread titles) for a keyword or phrase — use to find specific answers, error messages, or fixes buried inside long threads.

• search_users

  Find WindowsForum members whose usernames match a query — use to locate a member before calling get_user for their full profile.

• get_windows_news_posts

  Get WindowsForum's recent Windows news coverage from the last N days (default 7) — curated news threads on updates, security patches, and Microsoft announcements.

• render_search_results

  Show WindowsForum threads, news articles, tutorials or posts to the user as a result card, grouped by section. Call search or list_threads first, pick the results that answer the request (keep their order), then pass their ids here; the card displays each item's title, snippet, author, date, and link.

• render_thread

  Show a WindowsForum thread to the user as a readable card with its opening post and replies. Use after search or fetch when the user wants to see or open a specific discussion.

• render_kb_article

  Show an official Microsoft Knowledge Base article to the user as a card with its title, highlights, and link to support.microsoft.com. Use when the user asks to see a specific KB article.

• render_community_overview

  Show a WindowsForum.com community overview card: total threads, posts, and members, who is online now, and the latest threads. Use for questions about the community's size or current activity.