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Music Library Management

Query this niche via MCPmarket_report({ query: "Music Library Management", response_mode: "summary" })
active marketmarket pulse 62/100commercial money present1 new builders in 30d21 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
None priced — too few for a Agents median.
MCP servers · median
$29/mo
$12–$33 middle half · 4 providers · median of every priced plan point, all tiers · thin evidence

All plans — Agents vs MCPs

each dot = one provider · log scale
MCP servers $29
scansing · $9
cheongmyeong · $12
Music Metadata · $33
sfxmint · $20
scansing · $29
Music Metadata · $173
$10
$25
$50
$100
AgentsMCP serversshaded = middle half · line = median

All plans

6 priced
Providervs its cohort medianMonthly
scansingmcp
$9 below
cheongmyeongmcp
$12 below
sfxmintmcp
$20 below
scansingmcp
$29 ~median
Music Metadatamcp
$33 above
Music Metadatamcp
$173 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of Music Library Management (latest observation 2026-10-25T04:20:53.032Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.
market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
  "niche": "music-library-management",
  "parent_sector": "developer-tools-infra",
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    "slug": "music-library-management",
    "pricing_basis": "lowest_observed_monthly_usd",
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        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-16",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-17",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-18",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-19",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-20",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-21",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-22",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-23",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-24",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-25",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      }
    ],
    "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": {
        "commercial": {
          "entry_offer": {
            "line": "Indie",
            "monthly_native": 12,
            "monthly_usd": 12,
            "commitment": "monthly",
            "basis": "$12/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Indie (annual billing)",
            "monthly_equivalent_native": 9.58,
            "total_native": 115
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Indie",
              "price": "$12/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Indie (annual billing)",
              "price": "$115/year (20% off) billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Team",
              "price": "$49/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Team (annual billing)",
              "price": "$470/year (20% off) billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Studio",
              "price": "Contact",
              "kind": "custom"
            },
            {
              "name": "Enterprise (on-premise)",
              "price": "Contact",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 12,
        "monthly_usd": 12,
        "headline": "Free plan; paid from $12/mo; $9.58/mo equivalent billed annually",
        "summary": "Free plan; paid from $12/mo; $9.58/mo equivalent billed annually. The service offers a permanent free tier, paid Indie and Team subscriptions from $12/month, and quote-based Studio and Enterprise plans."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "deepcut",
      "name": "Deepcut",
      "url": "https://deepcut.one",
      "short_summary": "Deepcut is an AI playlist engine that turns music taste and natural-language prompts into real YouTube playlists. It searches, resolves the best official versi…",
      "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": "epikton",
      "name": "Epikton",
      "url": "https://epikton.net/agents/",
      "short_summary": "Search cinematic music by mood, scene or approximate tempo, then listen to or download MP3 previews. This listing connects to Epikton’s public search and previ…",
      "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": "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": {
        "commercial": {
          "entry_offer": {
            "line": "Hobbyist",
            "monthly_native": 9.99,
            "monthly_usd": 13.36,
            "commitment": "monthly",
            "basis": "£9.99/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"MONTHLY ANNUAL SAVE 15%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "rates": [
            {
              "line": "Hobbyist request rate",
              "per": "per 1,000 request",
              "text": "£0.67 per 1,000 request"
            },
            {
              "line": "Starter request rate",
              "per": "per 1,000 request",
              "text": "£0.26 per 1,000 request"
            },
            {
              "line": "Professional request rate",
              "per": "per 1,000 request",
              "text": "£0.17 per 1,000 request"
            }
          ],
          "currency": "GBP",
          "notes": [
            "prices in GBP as published; USD figures are conversions at 2026-10-25",
            "billing period unverified: the pricing page has a \"MONTHLY ANNUAL SAVE 15%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "£0 /month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Hobbyist",
              "price": "£9.99 /month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "£39 /month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Professional",
              "price": "£129 /month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            },
            {
              "name": "Hobbyist request rate",
              "price": "£0.67 per 1,000 requests",
              "kind": "usage_rate",
              "unit": "1,000 request",
              "billed": "usage"
            },
            {
              "name": "Starter request rate",
              "price": "£0.26 per 1,000 requests",
              "kind": "usage_rate",
              "unit": "1,000 request",
              "billed": "usage"
            },
            {
              "name": "Professional request rate",
              "price": "£0.17 per 1,000 requests",
              "kind": "usage_rate",
              "unit": "1,000 request",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 13.36,
        "monthly_usd": 13.36,
        "headline": "Free plan; paid from £9.99/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "Free plan; paid from £9.99/mo (billing period unverified: page has a Monthly/Annual toggle). FreqBlog offers a permanent free tier and three public paid monthly plans from £9.99/month, with enterprise volume pricing available by contacting the company."
      },
      "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": "musicwire",
      "name": "Musicwire",
      "url": "https://musicwire.5432wire.com/docs",
      "short_summary": "Pay-per-call MusicXML validation, MuseScore rendering, automated QC, and signed provenance. Musicwire does not compose music.",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Usage-priced service",
              "per": "per unit",
              "text": "$0.1 per unit"
            },
            {
              "line": "Usage-priced service",
              "per": "per unit",
              "text": "$0.25 per unit"
            },
            {
              "line": "Usage-priced service",
              "per": "per unit",
              "text": "$0.5 per unit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Usage-priced service",
              "price": "$0.00",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Usage-priced service",
              "price": "$0.10",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Usage-priced service",
              "price": "$0.25",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Usage-priced service",
              "price": "$0.50",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.1 per unit; $0.25 per unit (usage-based)",
        "summary": "$0.1 per unit; $0.25 per unit (usage-based). The homepage shows USD-denominated usage prices from $0.00 to $0.50, but does not identify the associated units or services."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "once",
      "name": "Once",
      "url": "https://docs.once.app/mcp",
      "short_summary": "ONCE is music distribution built for agents. Connect the MCP server, sign in with a ONCE account, and an agent can upload audio and cover art, generate artwork…",
      "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": "scansing",
      "name": "Scansing",
      "url": "https://scansing.app/mcp/",
      "short_summary": "Turn PDFs and photos of printed sheet music into MusicXML, then pull out parts, transpose them or export MIDI to rehearse with.",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 9,
            "monthly_usd": 9,
            "commitment": "monthly",
            "basis": "$9/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "$9 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$29 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9,
        "monthly_usd": 9,
        "headline": "Free plan; paid from $9/mo",
        "summary": "Free plan; paid from $9/mo. ScanSing offers a free 20-page monthly tier, with paid monthly plans at $9 for 300 pages and $29 for 1,500 pages."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "sfxmint",
      "name": "Sfxmint",
      "url": "https://sfxmint.com/",
      "short_summary": "CC0 sound effects for apps and games. Search by description, choose a sound by event, or retrieve a set with direct WAV/MP3 URLs. Sounds are AI-generated or pr…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Unlimited plan",
            "monthly_native": 19.9,
            "monthly_usd": 19.9,
            "commitment": "monthly",
            "basis": "$19.9/month",
            "billing_verified": true
          },
          "rates": [
            {
              "line": "Small pack",
              "per": "per never",
              "text": "$3.9 per never"
            },
            {
              "line": "Medium pack",
              "per": "per never",
              "text": "$9.9 per never"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Free account",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Small pack",
              "price": "$3.90 / never expires",
              "kind": "usage_rate",
              "unit": "never",
              "billed": "usage"
            },
            {
              "name": "Medium pack",
              "price": "$9.90 / never expires",
              "kind": "usage_rate",
              "unit": "never",
              "billed": "usage"
            },
            {
              "name": "Unlimited plan",
              "price": "$19.90 / 30 days",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19.9,
        "monthly_usd": 19.9,
        "headline": "Free plan; paid from $19.9/mo",
        "summary": "Free plan; paid from $19.9/mo. SFXMint offers permanent free access, one-time sound credit packs from $3.90, and a non-renewing 30-day unlimited plan for $19.90."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "soundza",
      "name": "Soundza",
      "url": "https://soundza.com/developers?utm_source=smithery&utm_medium=directory",
      "short_summary": "Free sound effects, music and ambience for games, videos and apps, free for commercial use.\n\nAsk in plain words, like \"a retro coin pickup for my platformer\" o…",
      "price": {
        "observed": false,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Soundza publicly offers its sounds and MCP/REST API access for free, with no paid pricing shown."
      },
      "evidence_quality": "medium",
      "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 $12/mo (3 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": 3,
          "reliability": "low",
          "median": 12,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 29,
          "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": 22,
      "listings_with_observed_public_price": 6,
      "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": 12,
        "provider_count": 3,
        "plan_observation_count": 4,
        "data_confidence": 0.24,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.2,
          "provider_count": 3,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "scansing",
            "usd": 9
          },
          {
            "provider": "cheongmyeong",
            "usd": 12
          },
          {
            "provider": "music_metadata",
            "usd": 32.83
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 29,
        "provider_count": 3,
        "plan_observation_count": 3,
        "data_confidence": 0.23,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.15,
          "provider_count": 3,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "sfxmint",
            "usd": 20.18
          },
          {
            "provider": "scansing",
            "usd": 29
          },
          {
            "provider": "music_metadata",
            "usd": 172.86
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 22,
      "listings_with_observed_public_price": 6,
      "normalized_observations": 8,
      "comparable_providers": 4,
      "strict_cohorts": 2,
      "exclusion_reasons": {
        "ambiguous_cadence": 3,
        "usage_not_monthly": 6,
        "one_time": 2
      }
    },
    "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": 3,
      "usage_not_monthly": 6,
      "one_time": 2
    },
    "billing_mix": {
      "freemium": 4,
      "usage": 1,
      "free": 1
    },
    "free_tier_share": 0.83,
    "top_providers": [
      {
        "agent_id": "cheongmyeong",
        "name": "Cheongmyeong",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Indie",
              "monthly_native": 12,
              "monthly_usd": 12,
              "commitment": "monthly",
              "basis": "$12/month",
              "billing_verified": true
            },
            "annual_option": {
              "line": "Indie (annual billing)",
              "monthly_equivalent_native": 9.58,
              "total_native": 115
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Indie",
                "price": "$12/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Indie (annual billing)",
                "price": "$115/year (20% off) billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Team",
                "price": "$49/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Team (annual billing)",
                "price": "$470/year (20% off) billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Studio",
                "price": "Contact",
                "kind": "custom"
              },
              {
                "name": "Enterprise (on-premise)",
                "price": "Contact",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 12,
          "monthly_usd": 12,
          "headline": "Free plan; paid from $12/mo; $9.58/mo equivalent billed annually",
          "summary": "Free plan; paid from $12/mo; $9.58/mo equivalent billed annually. The service offers a permanent free tier, paid Indie and Team subscriptions from $12/month, and quote-based Studio and Enterprise plans."
        },
        "observed": true
      },
      {
        "agent_id": "deepcut",
        "name": "Deepcut",
        "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": "epikton",
        "name": "Epikton",
        "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": "music_metadata",
        "name": "Music Metadata",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Hobbyist",
              "monthly_native": 9.99,
              "monthly_usd": 13.36,
              "commitment": "monthly",
              "basis": "£9.99/month",
              "billing_verified": false,
              "billing_note": "the pricing page has a \"MONTHLY ANNUAL SAVE 15%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
            },
            "rates": [
              {
                "line": "Hobbyist request rate",
                "per": "per 1,000 request",
                "text": "£0.67 per 1,000 request"
              },
              {
                "line": "Starter request rate",
                "per": "per 1,000 request",
                "text": "£0.26 per 1,000 request"
              },
              {
                "line": "Professional request rate",
                "per": "per 1,000 request",
                "text": "£0.17 per 1,000 request"
              }
            ],
            "currency": "GBP",
            "notes": [
              "prices in GBP as published; USD figures are conversions at 2026-10-25",
              "billing period unverified: the pricing page has a \"MONTHLY ANNUAL SAVE 15%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
            ],
            "lines": [
              {
                "name": "Free",
                "price": "£0 /month",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Hobbyist",
                "price": "£9.99 /month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Starter",
                "price": "£39 /month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Professional",
                "price": "£129 /month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "Custom",
                "kind": "custom"
              },
              {
                "name": "Hobbyist request rate",
                "price": "£0.67 per 1,000 requests",
                "kind": "usage_rate",
                "unit": "1,000 request",
                "billed": "usage"
              },
              {
                "name": "Starter request rate",
                "price": "£0.26 per 1,000 requests",
                "kind": "usage_rate",
                "unit": "1,000 request",
                "billed": "usage"
              },
              {
                "name": "Professional request rate",
                "price": "£0.17 per 1,000 requests",
                "kind": "usage_rate",
                "unit": "1,000 request",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 13.36,
          "monthly_usd": 13.36,
          "headline": "Free plan; paid from £9.99/mo (billing period unverified: page has a Monthly/Annual toggle)",
          "summary": "Free plan; paid from £9.99/mo (billing period unverified: page has a Monthly/Annual toggle). FreqBlog offers a permanent free tier and three public paid monthly plans from £9.99/month, with enterprise volume pricing available by contacting the company."
        },
        "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
      }
    ],
    "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

6 providers, one sortable view

Dense enough for many listings; progressive disclosure keeps mobile usable.

Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.