Borrowing it
Nothing to install: this file belongs to khglynn/spotify-bulk-actions-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/khglynn/spotify-bulk-actions-mcp/main/AGENTS.mdgit clone --depth 1 https://github.com/khglynn/spotify-bulk-actions-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/khglynn/spotify-bulk-actions-mcp/agents-md)<a href="https://agentmods.dev/instructions/khglynn/spotify-bulk-actions-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/khglynn/spotify-bulk-actions-mcp/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/khglynn/spotify-bulk-actions-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/khglynn/spotify-bulk-actions-mcp/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00577 | $0.00577 |
| Opus 5.5 | $0.00231 | $0.00231 |
| Sonnet 5.5 | $0.00115 | $0.00115 |
| Haiku 4.5 | $0.00058 | $0.00058 |
Grade A, and why
spotify-bulk-actions-mcp AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
100% identical to spotify-bulk-actions-mcp CLAUDE.md — 46 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 46 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Spotify Bulk Actions MCP
Created: 2025-12-12
What This Is
Python MCP server for bulk Spotify operations - batch playlist creation, library exports, confidence-scored song matching.
Key Features
| Feature | Description |
|---|---|
| Confidence scoring | HIGH/MEDIUM/LOW on song matches |
| Human-in-the-loop | Exports uncertain matches to CSV for review |
| Bulk operations | Handles 500+ songs with rate limiting |
| Library exports | Complete library data extraction |
Tools (33)
- Library Analysis:
check_auth_status,get_followed_artists,get_saved_tracks,get_library_artists,get_albums_by_song_count,export_library_summary - Listening Insights:
get_top_artists,get_top_tracks,get_recently_played - Bulk Library Actions:
follow_artists,unfollow_artists,save_tracks,unsave_tracks - Search:
search_track,search_track_fuzzy,batch_search_tracks,get_track_preview_url - Playlist Creation:
create_playlist,add_tracks_to_playlist,import_and_create_playlist,create_playlist_from_search_results,add_reviewed_tracks - Playlist Management:
get_playlist_info,update_playlist,get_playlist_tracks,export_playlist_to_csv,compare_playlists,find_duplicate_tracks,remove_duplicate_tracks,remove_tracks_from_playlist,reorder_playlist_tracks - Utilities:
parse_song_list_csv,export_review_csv
API Notes
- Migrated for Spotify's February 2026 Web API changes: playlist create uses
POST /me/playlists(current_user_playlist_create), playlist reads useplaylist_items. Old per-user endpoints still respond for this grandfathered app but are slated for removal — don't reintroduce them. - Development Mode limits (2026): max 5 allowlisted users per Client ID, owner
must hold Premium, search
limitcapped at 10. - All 33 tools carry
readOnlyHint/destructiveHintannotations (20 read-only / 9 additive / 4 destructive) — keep new tools annotated. - Known cleanup candidate (hosted mode):
export_*/ CSV tools write to the container-localexports/dir, which is ephemeral and unreachable on Cloud Run. They should return CSV content inline whenMCP_TRANSPORT=http. Not yet done.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 46 lines · 577 tokens per session scan A 72e114f24339
spotify-bulk-actions-mcp AGENTS.md is an instructions file published in the GitHub repository khglynn/spotify-bulk-actions-mcp (2 stars, last pushed 9d ago), licensed MIT. It adds 577 tokens to every session, about $0.0023 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to spotify-bulk-actions-mcp CLAUDE.md, differing in 46 lines, and is treated as a copy.
spotify-bulk-actions-mcp AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| spotify-bulk-actions-mcp AGENTS.mdkhglynn/spotify-bulk-actions-mcp | Instructions file | 2 | 9d ago | MIT | A | 577 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |