com.windowsforum/mcp-server

Tools

• 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.

  shallow
• fetch

  Retrieve the complete content of a WindowsForum document (thread or post) by ID — use after search to read the full discussion for detailed analysis and citation. Returns the full text for detailed analysis and citation, including title, URL, and metadata. Use it to expand a search result into its whole document.

  shallow
• 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.

  shallow
• get_forum_statistics

  Get sitewide WindowsForum statistics — total threads, posts, and members, plus the newest member; use for questions about the community's size and activity. Returns: Dictionary with various forum statistics

  shallow
• 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.

  shallow
• 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.

  shallow
• get_latest_registered_users

  List the newest WindowsForum member registrations — use for community-growth questions or to identify recent joiners.

  shallow
• get_online_users

  See who is on WindowsForum right now — counts of members, guests, and robots currently online, with recently active member names. Returns: Dictionary with online users and guest count

  shallow
• 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.

  shallow
• 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.

  shallow
• get_thread_posts

  Read every post in a WindowsForum thread by thread id, in order — use to follow the full conversation, including replies and accepted solutions, after finding a thread via search.

  shallow
• get_time

  Get the current server date and time — use to anchor time-sensitive queries like 'latest' or 'this week' before searching recent content. Returns: Current timestamp in ISO format

  shallow
• get_user

  Look up a WindowsForum member's public profile by username or user id — registration date, message count, reaction score, and role.

  shallow
• 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.

  shallow
• 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.

  shallow
• list_threads

  List the most recently active WindowsForum threads with pagination — use to see what the community is discussing right now, without needing a search query.

  shallow
• 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.

  shallow
• 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.

  shallow
• render_search_results

  Show WindowsForum threads or posts to the user as a result card. Call a search tool first, pick the results that answer the question, then pass their ids here; the card displays each item's title, snippet, author, date, and link.

  shallow
• 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.

  shallow
• search

  Search all WindowsForum content (threads, posts, Windows news) with combined keyword and semantic ranking — the best first call for any question or topic; returns snippets with ids for the fetch tool. Returns a list of search results with basic information. Use the fetch tool to get complete document content.

  shallow
• 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. Complements the main `search` tool: use this to page through a large result set with an explicit offset.

  shallow
• search_kb

  Search official Microsoft Knowledge Base articles on support.microsoft.com by topic or keyword — use for Windows update, patch, and known-issue lookups when you lack a KB number. Returns matching KB article titles and URLs. Use get_kb_article to fetch the full content of a specific article. Returns: Dictionary with 'results' key containing list of matching KB articles with title and url.

  shallow
• 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.

  shallow
• 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.

  shallow
• 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.

  shallow
• search_threads

  Search WindowsForum threads with structured controls — sort by relevance, date, replies, or views, in either order, with pagination; use when result ordering or paging matters.

  shallow
• search_users

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

  shallow
• 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?'.

  shallow

Embed this server’s score

Tool count and median score across every tool in this server’s corpus — honest in a way a single cherry-picked tool’s badge wouldn’t be.

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