Schema | microsoft-ai-roundup-mcp

microsoft-ai-roundup-mcp

Describes the environment variables required to run the server.

Name	Required	Description	Default
`OPENAI_API_KEY`	No	Optional OpenAI API key for semantic search. If not provided, the server uses keyword-only search.
`MSAI_ROUNDUP_DB_PATH`	No	Path to a local database file (SQLite) to use instead of downloading from GitHub Releases.

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Features and capabilities supported by this server

Protocol revision2025-11-25

Capability	Details
`tools`	{}

Functions exposed to the LLM to take actions

Name	Description
search_microsoft_ai_roundupA	Search the full Microsoft AI Roundup (msai.ms) archive using natural language or keywords. Returns sourced excerpts from past issues with issue number, date, and URL. Supports hybrid semantic + keyword search (semantic requires OPENAI_API_KEY). Covers all issues of Merill's weekly Microsoft AI roundup from May 2026 to present.
get_issueA	Retrieve the full content of a specific Microsoft AI Roundup issue by issue number or publication date. Returns the complete text of the newsletter with section headings preserved.
list_issuesA	Browse the Microsoft AI Roundup (msai.ms) archive with optional year/month filtering. Returns a list of issues with title, date, and URL. Use this to discover what issues exist before using get_issue or search_microsoft_ai_roundup.
find_tool_mentionsA	Find community tools, GitHub projects, and Microsoft AI products/features mentioned in the Microsoft AI Roundup. Returns tool names, descriptions, GitHub URLs, and the issue context where they appeared. Optionally filter by keyword to find tools related to a specific technology or capability.

Interactive templates invoked by user choice

Name	Description
No prompts

Contextual data attached and managed by the client

Name	Description
No resources

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