Music Library Management
Query this niche via MCP
niche_report({ niche: "music-library-management" })Agents · median
MCP servers · median
$12/mo
All plans — Agents vs MCPs
each dot = one provider · log scaleMCP servers $12
Vulpes Spotify Mcp · $10
Youtube Music Mcp Server · $10
cheongmyeong · $12
Music Metadata · $33
$10
$25
AgentsMCP serversshaded = middle half · line = median
All plans
4 pricedProvidervs its cohort medianMonthly
Vulpes Spotify Mcpmcp
$10 below
Youtube Music Mcp Servermcp
$10 below
cheongmyeongmcp
$12 ~median
Music Metadatamcp
$33 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
This page is the human view of the MCP answer. The same structured `niche_report` / `price_benchmark` an agent receives over MCP or REST.
niche_reportprice_benchmark
See the MCP response behind this pageniche_report
{
"niche": "music-library-management",
"parent_sector": "developer-tools-infra",
"provider_type_pricing": {
"slug": "music-library-management",
"pricing_basis": "lowest_observed_monthly_usd",
"provider_type_methodology": "commercial-form-v2",
"provider_type_methodology_published_at": "2026-07-31",
"blended": {
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"p25": null,
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"confidence": "insufficient",
"reason": "Fewer than three comparable priced Agent-economy products are available."
},
"mcp": {
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"p25": null,
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"providers": 4,
"publishable": true,
"confidence": "provisional"
}
},
"recommended_cohort": null,
"recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
"fallback_context": null,
"context_note": null
},
"crowding_level": "empty",
"observed_node_count": 0,
"adjacent_niches": [
"ai-frontend-coding",
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"database-query-agent"
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"byTierCohorts": {
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"currency": "USD",
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"median": 11,
"provider_count": 4,
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"data_confidence": 0.32,
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"reliability": "low",
"members": [
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"provider": "youtube_music_mcp_server",
"usd": 10
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{
"provider": "vulpes_spotify_mcp",
"usd": 10
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{
"provider": "cheongmyeong",
"usd": 12
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{
"provider": "music_metadata",
"usd": 32.83
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"free_or_zero": 2,
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"offers": [
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"provider": "cheongmyeong",
"tier": "individual",
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"unit": "flat",
"price": "$12/mo",
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{
"provider": "music_metadata",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "£9.99 /month",
"monthly_usd": 13.39
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{
"provider": "music_metadata",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "£39 /month",
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{
"provider": "music_metadata",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "£129 /month",
"monthly_usd": 172.86
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{
"provider": "vulpes_spotify_mcp",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$10/mo",
"monthly_usd": 10
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{
"provider": "youtube_music_mcp_server",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$10/mo",
"monthly_usd": 10
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]
},
{
"billing": "usage",
"unit": "flat",
"count": 1,
"offers": [
{
"provider": "youtube_music_mcp_server",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.10 / 1K",
"monthly_usd": null
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]
},
{
"billing": "unspecified_period",
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"count": 4,
"offers": [
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"provider": "cheongmyeong",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact",
"monthly_usd": null
},
{
"provider": "music_metadata",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "vulpes_spotify_mcp",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact us",
"monthly_usd": null
},
{
"provider": "youtube_music_mcp_server",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact us",
"monthly_usd": null
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]
}
],
"coverage": {
"priced_providers": 4,
"normalized_observations": 6,
"comparable_providers": 4,
"strict_cohorts": 1,
"exclusion_reasons": {
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"free_or_zero": 2,
"usage_not_monthly": 1
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}
},
"billingMix": {
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"freeTierShare": 1,
"medianLowestUsd": 11
},
"movement": {
"niche": "music-library-management",
"sector": "developer-tools-infra",
"pricedNow": 4,
"pairs": 4,
"repriced": [
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"from": 13.63,
"to": 13.51,
"pct": -0.9
}
],
"newlyPriced": [],
"droppedFromPriced": [],
"likeForLikePct": -0.2,
"kind": "repricing",
"narrative": "Genuine repricing: 1 agent repriced — all down (avg -0.2%)."
},
"index_series": {
"series": [
{
"day": "2026-08-04",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-05",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-06",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-07",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-08",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-09",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-10",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-11",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-12",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-13",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-14",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-15",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-16",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-17",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-18",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-19",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-20",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-21",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-22",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-23",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-24",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-25",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-26",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-27",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-28",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-29",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-30",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-31",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-09-01",
"index": 100,
"pairs": 5,
"dayChangePct": 0
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{
"day": "2026-09-02",
"index": 100,
"pairs": 5,
"dayChangePct": 0
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],
"latest": 100,
"day_change_pct": 0,
"methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
},
"top_agents": [
{
"agent_id": "cheongmyeong",
"name": "Cheongmyeong",
"url": "https://cheongmyeong.14dimension.com",
"short_summary": "Sentence-level search over your own sound/SFX library ? describe the sound you need in any language (e.g. \"heavy wooden door slam\") and get matching files, or…",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 12,
"monthly_usd": 12,
"headline": "Free tier, then from $12/mo",
"summary": "Free tier, then from $12/mo. Cheongmyeong offers a permanent free tier, an Indie plan at $12/month or $115/year, and a Studio plan with custom pricing."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "music_metadata",
"name": "Music Metadata",
"url": "https://freqblog.com/?utm_source=smithery&utm_medium=listing",
"short_summary": "Audio features for real tracks by name, artist, ISRC or MusicBrainz ID - BPM, musical key (name + Camelot + Open Key), energy, danceability, valence, mood, gen…",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 13.51,
"monthly_usd": 18.27,
"headline": "Free tier, then from $13.51/mo",
"summary": "Free tier, then from $13.51/mo. FreqBlog offers a permanent free tier and paid monthly plans from £9.99/month, with custom pricing for enterprise volume."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "musicbrainz_mcp_server",
"name": "Musicbrainz",
"url": "https://musicbrainz.caseyjhand.com/mcp",
"short_summary": "Search MusicBrainz artists, releases, works, labels; resolve ISRC/ISWC/barcode; fetch cover art.",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "vulpes_spotify_mcp",
"name": "Vulpes Spotify Server",
"url": "https://smithery.ai/server/ejfox/vulpes-spotify-mcp",
"short_summary": "Enable AI assistants to search, play, and control Spotify tracks and playlists seamlessly. Access your Spotify playback devices, currently playing track info,…",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 10,
"monthly_usd": 10,
"headline": "Free tier, then from $10/mo",
"summary": "Free tier, then from $10/mo. Smithery offers a free Hobby tier, a $10/month Pay as You Go plan with usage credits, and custom enterprise pricing."
},
"evidence_quality": "low",
"upvotes": 0
},
{
"agent_id": "youtube_music_mcp_server",
"name": "youtube-music-mcp-server",
"url": "https://smithery.ai/server/CaullenOmdahl/youtube-music-mcp-server",
"short_summary": "Search songs, albums, and artists on YouTube Music. Manage your library and playlists end-to-end: create, edit, and organize tracks. Generate smart, personaliz…",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 10,
"monthly_usd": 10,
"headline": "Free tier, then from $10/mo",
"summary": "Free tier, then from $10/mo. Smithery offers a free Hobby tier, a $10/month Pay as you go plan with usage credits, and custom pricing for enterprise features."
},
"evidence_quality": "low",
"upvotes": 0
},
{
"agent_id": "cloudmusic_desktop_mcp",
"name": "Cloudmusic Desktop",
"url": "https://github.com/Seraph310/cloudmusic-desktop-mcp",
"short_summary": "A local MCP server for Windows that lets AI assistants control the official NetEase Cloud Music desktop client, including search, playback, queues, lyrics, and…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing was observed for CloudMusic Desktop MCP."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "itunes_vim",
"name": "Itunes Vim",
"url": "https://github.com/chew-z/itunes.vim",
"short_summary": "MCP server for Apple Music library integration on macOS. Provides ultra-fast search (7ms), smart playback control, and 14 specialized tools for AI/LLM applicat…",
"price": {
"observed": false,
"billing": "unknown",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "GitHub offers a free plan, a $4-per-user/month Team plan, and Enterprise starting at $21 per user/month."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "kylinfin",
"name": "Kylinfin",
"url": "https://github.com/Kylin010/kylinfin",
"short_summary": "An open-source, self-hosted media deployment and ingestion pipeline designed for AI coding agents such as Codex and Claude. It deploys Jellyfin and Caddy, vali…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing for Kylinfin was observed on the repository homepage."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "music_assistant_mcp",
"name": "Music Assistant",
"url": "https://github.com/shuricksumy/MCP-MusicAssistant",
"short_summary": "An MCP server that lets LLM agents control Music Assistant home audio systems using natural language, including music search, playback, queues, volume, player…",
"price": {
"observed": false,
"billing": "unknown",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "GitHub offers a free plan, a Team plan at $4 per user/month, and Enterprise starting at $21 per user/month."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "music_mcp_server",
"name": "Music",
"url": "https://github.com/gorums/music-mcp-server",
"short_summary": "MCP server providing intelligent access to local music collections with metadata management, album classification, and analytics. Integrates with Claude Deskto…",
"price": {
"observed": false,
"billing": "unknown",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "The GitHub pricing page lists Free at $0, Team at $4 per user/month, and Enterprise starting at $21 per user/month."
},
"evidence_quality": "unclear",
"upvotes": 0
}
],
"platforms_also_here": [],
"page_url": "https://agentery.com/market/music-library-management",
"summary": {
"niche": "music-library-management",
"sector": "developer-tools-infra",
"pricing_by_provider_type": {
"headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Individual median $11/mo (4 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
"benchmarks": [
{
"provider_type": "mcp",
"provider_type_label": "MCP servers",
"buyer_tier": "individual",
"buyer_tier_label": "Individual",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 4,
"reliability": "low",
"median": 11,
"p25": null,
"p75": null,
"status": "median_only"
}
],
"warnings": [
"This niche currently has sufficient MCP pricing but insufficient agent pricing."
],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "music-library-management"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/music-library-management",
"counts": {
"listings_with_price_capture": 13,
"listings_with_observed_public_price": 4,
"providers_with_numeric_monthly_price_latest_scan": 4,
"like_for_like_comparable_pairs": 4
},
"movement": {
"d": {
"published": false,
"value_pct": null,
"held_reason": null
},
"w": {
"published": false,
"value_pct": null,
"held_reason": null
},
"m": {
"published": false,
"value_pct": null,
"held_reason": null
}
},
"pricing_version": "cohorts-1",
"pricing_status": "ok",
"pricing_by_tier": [
{
"tier": "individual",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 11,
"provider_count": 4,
"plan_observation_count": 5,
"data_confidence": 0.32,
"data_confidence_basis": {
"provider_component": 0.33,
"observation_component": 0.25,
"provider_count": 4,
"plan_observation_count": 5
},
"reliability": "low",
"members": [
{
"provider": "youtube_music_mcp_server",
"usd": 10
},
{
"provider": "vulpes_spotify_mcp",
"usd": 10
},
{
"provider": "cheongmyeong",
"usd": 12
},
{
"provider": "music_metadata",
"usd": 32.83
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 13,
"listings_with_observed_public_price": 4,
"normalized_observations": 6,
"comparable_providers": 4,
"strict_cohorts": 1,
"exclusion_reasons": {
"ambiguous_cadence": 4,
"free_or_zero": 2,
"usage_not_monthly": 1
}
},
"pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
"pricing_excluded_observations": {
"ambiguous_cadence": 4,
"free_or_zero": 2,
"usage_not_monthly": 1
},
"billing_mix": {
"freemium": 4
},
"free_tier_share": 1,
"top_providers": [
{
"agent_id": "cheongmyeong",
"name": "Cheongmyeong",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 12,
"monthly_usd": 12,
"headline": "Free tier, then from $12/mo",
"summary": "Free tier, then from $12/mo. Cheongmyeong offers a permanent free tier, an Indie plan at $12/month or $115/year, and a Studio plan with custom pricing."
},
"observed": true
},
{
"agent_id": "music_metadata",
"name": "Music Metadata",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 13.51,
"monthly_usd": 18.27,
"headline": "Free tier, then from $13.51/mo",
"summary": "Free tier, then from $13.51/mo. FreqBlog offers a permanent free tier and paid monthly plans from £9.99/month, with custom pricing for enterprise volume."
},
"observed": true
},
{
"agent_id": "musicbrainz_mcp_server",
"name": "Musicbrainz",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"observed": false
},
{
"agent_id": "vulpes_spotify_mcp",
"name": "Vulpes Spotify Server",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 10,
"monthly_usd": 10,
"headline": "Free tier, then from $10/mo",
"summary": "Free tier, then from $10/mo. Smithery offers a free Hobby tier, a $10/month Pay as You Go plan with usage credits, and custom enterprise pricing."
},
"observed": true
},
{
"agent_id": "youtube_music_mcp_server",
"name": "youtube-music-mcp-server",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 10,
"monthly_usd": 10,
"headline": "Free tier, then from $10/mo",
"summary": "Free tier, then from $10/mo. Smithery offers a free Hobby tier, a $10/month Pay as you go plan with usage credits, and custom pricing for enterprise features."
},
"observed": true
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "music-library-management"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "music-library-management",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "cheongmyeong"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "cheongmyeong"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
4 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
CheongmyeongSentence-level search over your own sound/SFX library ? describe the sound you need in any language (e.g. "heavy wooden door slam") and get matching files, or…
Music MetadataAudio features for real tracks by name, artist, ISRC or MusicBrainz ID - BPM, musical key (name + Camelot + Open Key), energy, danceability, valence, mood, gen…VSVulpes Spotify ServerEnable AI assistants to search, play, and control Spotify tracks and playlists seamlessly. Access your Spotify playback devices, currently playing track info,…
mcp$10from / mo—100% liveYyoutube-music-mcp-serverSearch songs, albums, and artists on YouTube Music. Manage your library and playlists end-to-end: create, edit, and organize tracks. Generate smart, personaliz…
mcp$10from / mo—100% liveShowing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.