Ruflo
Agent teams, swarms, memory and hooks for Claude Code and Codex, served over MCP.
Descripción del creador (original en inglés)
Search WindowsForum.com threads, posts, and Windows news; fetch documents and Microsoft KB info.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
Necesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Funciona en Claude para web, escritorio y móvil:
https://mcp.windowsforum.com/Ejecuta esto en tu terminal
claude mcp add --transport http windowsforum https://mcp.windowsforum.com/Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"windowsforum": {
"url": "https://mcp.windowsforum.com/"
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"windowsforum": {
"type": "http",
"url": "https://mcp.windowsforum.com/"
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
ChatGPT solo se conecta a servidores en internet:
https://mcp.windowsforum.com/Los nombres de los menús pueden variar un poco según el plan y con el tiempo.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
Esta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Según cómo se conecta este servidor y la documentación de cada app, comprobado el 10 nov 2026.
Se conectan por internet en
ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
Nombres y descripciones de las herramientas tal como los informó el servidor el 10 nov 2026. Los escribió el creador, no nosotros; los mostramos como texto sin formato.
searchSearch 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'
fetchRetrieve 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_semanticFind 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 exac
search_threadsSearch 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 tutor
get_timeGet the current server date and time — use to anchor time-sensitive queries like 'latest' or 'this week' before searching recent content.
supplement_statusGet 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. Us
corpus_statsGet 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_driftedList 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_articleRetrieve 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,
search_kbSearch 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, a
get_thread_postsRead 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_mysqlExact 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-
search_elasticRelevance-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
get_threadGet 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_threadsList 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_postGet 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_userLook 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-
get_forumGet 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_updatesSummarize 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_usersSee 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_usersList 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_statisticsGet 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_postsSearch 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_usersFind WindowsForum members whose usernames match a query — use to locate a member before calling get_user for their full profile.
get_windows_news_postsGet 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_resultsShow 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, a
render_threadShow 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_articleShow 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_overviewShow 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.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 10 nov 2026
El registro no indica ningún repo de código fuente, así que no podemos relacionar a quien lo publicó (windowsforum.com) con el código
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Respondió en 88 ms (HTTP 200)
No hace falta iniciar sesión
Leímos 29 descripciones de herramientas y no encontramos instrucciones ocultas para la IA
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 2 de 3 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
Se ejecuta en la nube del creador. Te conectas por internet sin instalar nada, pero lo que envías pasa por los servidores del creador.
El repo de GitHub cambió por última vez –, y la última versión (3.0.0) llegó al registro hace 4 meses.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. Se conecta por URL, así que también funcionan las apps que aceptan servidores MCP remotos, como ChatGPT en modo desarrollador.
En la misma categoría: Ruflo, Context7, Metabase
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:↓ Descargas por semanai★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
No se encontró un README en el repo