Productivity

Mosaiq Labs

by Mosaiq Labs

Overview

Starting with core documents - IC memos, DDQs, Proposals - encode your expertise into custom AI agents that power your workflows

Tools

create_article

ChatGPT

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.

get_article

ChatGPT

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

get_article_text

ChatGPT

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

ChatGPT

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_projects

ChatGPT

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

ChatGPT

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

ChatGPT

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.

who_am_i

ChatGPT

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.

Links

Documentation ↗Privacy Policy ↗

App Stats

Tools

Prompts

May 13, 2026

First seen

ChatGPT

Platforms