YouTube Playlist Transcripts
Playlist-MCP is an experimental server that makes YouTube playlist transcripts searchable through vector embeddings. It fetches and caches video transcripts from a specified YouTube playlist, stores them in a ChromaDB vector database, and exposes a search interface through the MCP protocol. The server comes preloaded with KubeCon London 2025 transcripts but can be configured to work with any YouTube playlist. This implementation is particularly useful for researchers and developers who need to quickly search through video content without watching hours of footage.
Composite of vulnerability cleanliness, spec conformance, provenance, stability, and usage signals — scanned and weighted by Cognium. Human and agent signals are tracked separately. Last scanned 2026-09-19.
Scan details: Circle-IR · 2026-09-19 · Appeal
View full trust & usage report →Metadata
- Version
- 1.0.0
- Skill type
- atomic
- Execution layer
- mcp-remote
- Category
- database
- Source
- PulseMCP
- Repository
- github.com/luebken/playlist-mcp
- Author type
- human
- Last scanned
- 2026-09-19
- Updated
- 2026-09-19
Use via MCP
Resolve YouTube Playlist Transcripts from your agent
Streamable HTTP transport at https://api.skillsregistry.net/mcp. No auth for read tools. Discovery: .well-known/mcp.json.
One command in your shell — Claude Code wires it up and verifies the connection. Run /mcp in any session to confirm.
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp --scope user for --scope project to commit it to .mcp.json.