io.github.khglynn/spotify-bulk-actions-mcp

Spotify Library Manager

Is the io.github.khglynn/spotify-bulk-actions-mcp MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-13.

MCP server for bulk Spotify operations - batch playlist creation, exports, management

alive probed 2026-11-15 · unchanged since 2026-11-13

32tools

5.3ktokens in Claude Opus 5.5

2.7 %of Claude's 200k window

2.1×the median server

9.1 sto initialize

451 msto list tools

Run it: uvx spotify-bulk-actions-mcp@0.1.1 (stdio, probed in a container with the network off)
Host: pypi.org
Reports itself as: Spotify Library Manager 4.1.8
Capabilities: logging, prompts, resources, tools
Instructions: 65 characters
Of a 1M window: 0.5 % of a 1M context window
Count: 5.3k tokens in Claude Opus 5.5, exact, measured 2026-10-16. With the Claude Code prefix mcp__…__ on each tool name: 5.9k. The o200k_base estimate is 2.8k. Counted again when the tool definitions change. Method.
Repository: https://github.com/khglynn/spotify-bulk-actions-mcp
Registry: active, updated 2025-12-12 · registry entry

Most expensive tools

The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.89×.

Tool	≈ Claude tokens	o200k estimate	Share of this server
create_playlist_from_search_results	316	167	6 %
import_and_create_playlist	292	154	5 %
batch_search_tracks	282	149	5 %
add_reviewed_tracks	256	135	5 %
reorder_playlist_tracks	231	122	4 %

Other registry entries on pypi.org, the ones next to this name; all of them.

naja-scope io.github.keplertech/naja-scope · alive
AKBridge io.github.kevynf/akbridge · alive
Shelem Scorekeeping io.github.khaleghika/shelem-scorekeeping · alive
Dataset Explorer io.github.khanarmaghanrasheed-18/dataset-explorer · alive
Siftdog io.github.khsarvar/siftdog · alive
io.github.khuisman/mcp-gee-sweet · crashed on start
DanceFlow io.github.kieransimkin/danceflow · needs args
StemLab — timing and loops for Shorts io.github.kieransimkin/stemlab · needs args

Servers that mention actions.

Dubai Data — Dubai real estate statistics ae.datadubai/dubai-real-estate · alive
ai.boundaryai/boundaryai · needs auth
COTAL actions (cotal.ai) ai.cotal/cotal · alive
Decision Log ai.decisionlog/mcp · alive
Dynt ai.dynt.api/dynt · needs auth
ai.duvera/gateway · alive
ai.fincontext/fincontext · needs auth
hiveWiki ai.hivewiki/hivewiki · needs auth

The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.

Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.