Mosaiq Labs

Create a new plain-text article in a project the user has edit access to. Use this when the user asks to save/export something to MosaiQ (chat transcript, notes, summary). **Always ask the user which project to save it in first — call `list_projects` and let them pick.** Requires the `mcp:articles:write` scope. Returns the new article id; indexing runs asynchronously.

Return metadata for a single article (title, type, project, status).

Return the full extracted plain text for an article. May return a structured `not_indexed` error if the article has no extracted text yet.

List articles inside a project the user can view. Paginated (limit up to 100, default 20). Returns metadata only (id, title, type, icon) — call `get_article_text(article_id)` to read the content.

List every project the user has view access to. Use this as the first call when the user asks 'what can you see?' or 'which projects do I have access to?'. Returns lightweight metadata only — follow up with `list_articles(project_id)` to drill in.

Search the user's projects and articles by title (substring, case-insensitive). Returns lightweight metadata for each hit. If you don't yet know a query, use `list_projects` or `list_articles` to browse instead — empty queries are rejected.

Semantic search over article content using vector embeddings. Use this when the user asks about concepts or phrasing that won't match article titles exactly. Returns top matching articles with their most relevant text chunks.

Return the authenticated user's identity — id, email, name, scopes, and workspace ids. Call this when the user asks 'who am I?' or to ground responses in their actual name/email.