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darrenjrobinson

Entra.Chat Podcast MCP Server

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
OPENAI_API_KEYNoOptional API key for OpenAI to enable semantic/hybrid search. Without it, BM25 keyword search is used.
ENTRA_PODCAST_DB_PATHNoOptional path to a local database file to use instead of the default cached version.

Instructions

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.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
search_entra_podcastsA

Search transcripts of the Entra.Chat podcast (Merill Fernando's Microsoft Entra podcast on YouTube) using natural language or keywords. Returns transcript excerpts with episode metadata, guest names, and timestamped YouTube deep links that start playback at the relevant moment. Hybrid mode fuses BM25 keyword search with semantic vector search via Reciprocal Rank Fusion (semantic requires OPENAI_API_KEY; keyword works with no configuration).

get_episodeA

Retrieve a specific Entra.Chat episode by YouTube video ID or publication date. Returns full metadata (guests with profile links, chapters with timestamped links) and the complete transcript with [mm:ss] time markers.

list_episodesA

Browse the Entra.Chat episode archive with optional year/month/guest filtering. Returns title, date, duration, guests, and URL. Use this to discover what episodes exist before using get_episode or search_entra_podcasts.

list_guestsA

Browse the directory of Entra.Chat podcast guests. Returns each guest with profile links (LinkedIn, Twitter/X, GitHub, Bluesky, website), how many episodes they appeared on, and their latest appearance date. Use get_guest for a full per-guest episode list.

get_guestA

Get a specific Entra.Chat guest by name: their profile links (LinkedIn, Twitter/X, GitHub, Bluesky, website) and every episode they appeared on, enumerated with episode number, title, date, and URL. Partial names match; returning guests show all their appearances.

find_tool_mentionsA

Find community tools and open-source projects discussed on Entra.Chat episodes. Returns tool names, the episodes where they were discussed, and timestamped YouTube links to hear the discussion. Optionally filter by keyword.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A4.2/5.0

Scored across 6 tools

Disambiguation4/5

Each tool has a largely distinct purpose: listing vs. getting episodes and guests, plus a dedicated tool-mention finder. The only mild overlap is between search_entra_podcasts and find_tool_mentions, since a general transcript search could also surface tool discussions, but the descriptions make the intended scope clear.

Naming Consistency4/5

The set follows a clear verb_noun pattern (get_episode, list_episodes, get_guest, list_guests, find_tool_mentions). search_entra_podcasts is the one deviation, embedding the domain name where others don't, but it remains readable and predictable.

Tool Count5/5

Six tools is well-scoped for a podcast archive: browse/list and fetch/get for both episodes and guests, plus transcript search and a tool-mention finder. Every tool earns its place with no redundancy.

Completeness4/5

The surface covers episode discovery, retrieval, transcript search, guest profiles, and community tool mentions, which is thorough for this domain. Minor gap: no explicit full tool/project directory separate from keyword-filtered find_tool_mentions, but this is workable.

Maintenance

ActivityMaintained
ResponsivenessNo issues