Lenny Rachitsky Podcast Transcripts MCP Server

List episodes - Lists episodes with parsed frontmatter (guest, title, duration, youtube_url, etc.) and their canonical resource URIs.

Get an episode card (metadata + key URIs)

Get episode metadata as JSON (frontmatter)

Get transcript in a specific format - Returns the transcript in the requested format: - md: markdown (may include or exclude frontmatter based on include_frontmatter) - txt: clean text (best for LLM ingestion) - json: structured form (metadata + transcript text)

List chunk descriptors for an episode - Returns chunk boundaries and URIs for chunk retrieval. Chunks may be computed on-demand using size/overlap parameters.

Get a specific transcript chunk as plain text

Search episodes and transcripts - Searches across metadata (D1) and transcript text (Vectorize). Returns matches as resources, including per-hit URIs pointing to episode cards and transcript chunks. Note: pagination cursor applies to metadata search only. Example (vector search with filters): GET

Search episodes and transcripts (POST body) - Same search as GET /search, but parameters are provided in the request body. This is useful for longer filter payloads.