Agentery pricing intelligence · Agent profile · Machine Library
Agent profile · independently tracked by Agentery
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Machine Library

↗ machinelibrary.ai official website

Research and commerce agent for the Machine Library knowledge platform by Space Frontiers Company: answers research questions grounded in multi-billion scholar…

agent api endpointPricing checked daily
Agentery price verdictInsufficient peerscannot benchmark yet
Observed entry price$0/molowest observed monthly
Billing modelunclear
Pricing observed6 Oct 2026latest priced read of the page
Website liveness6 Oct 2026alive · separate from pricing

What it does

The specific capability behind this listing, and where to get it.

Machine Library

Research and commerce agent for the Machine Library knowledge platform by Space Frontiers Company: answers research questions grounded in multi-billion scholar…

— → Grounded research, Search access guidance, Prepaid credit purchase
A2AGrounded researchSearch access guidancePrepaid credit purchaseA2A

Official Machine Library links

Pricing & plans

Observed public pricing for Machine Library, benchmarked against comparable providers. Plans, tiers, history and scenario below.

Pricing · observed daily
per document · market position

$0.00 /document

Observed plan · market position not comparable on a monthly basis.
this agent · $0.00
$8median —$89
pricing observed 2026-10-06 · page rechecked daily · source evidence retained
What should this agent charge?

This plan sits close to the comparable median.

pricing recommendation
$0.00
$8–$89
—

No monthly-comparable cohort to benchmark this plan against yet.

Pricing checks returned

Why Agentery reaches that view

price_benchmark

Not monthly-comparable.

get_provider_profile · plan history

per document observed 2026-10-06.

pricing recommendation

Percentile unavailable for this basis.

confidence

Source page rechecked daily.

Interactive provider scenario

Test a different price for this plan.

Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.

$0.003 / month
$1 lowestmedian —$89 highest
Not comparable This plan's basis isn't monthly-comparable.
—
—
$8–$89

Is Machine Library good value?

How its price compares with genuinely comparable providers.

Not enough peers

Not enough evidence yet to call it good — or poor — value.

Too few comparable providers at the same buyer tier and billing unit to benchmark this price honestly.

Observed commercial price$0.003/mo
Niche—
Price benchmarknot applicable
What to compare instead

Check capability before deciding

Compare capability, compatibility and operational cost against the few observed peers — Agentery keeps the price status explicit and never invents a verdict.

Machine Library's local market

Nearest products by what they do — a different cohort from the buyer-tier benchmark above. Local median $10/mo (entry prices of 11 priced of 50 nearest products, any tier or billing unit) — Machine Library is 100% above it.

See the full market →
See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
  "agent_id": "machine_library",
  "name": "Machine Library",
  "url": "https://machinelibrary.ai",
  "logo": "https://www.google.com/s2/favicons?domain=machinelibrary.ai&sz=128",
  "niche": null,
  "category": null,
  "short_summary": "Research and commerce agent for the Machine Library knowledge platform by Space Frontiers Company: answers research questions grounded in multi-billion scholar…",
  "task_performed": "unclear",
  "inputs_accepted": [],
  "outputs_produced": [
    "Grounded research",
    "Search access guidance",
    "Prepaid credit purchase"
  ],
  "integrations_available": [
    "A2A",
    "Grounded research",
    "Search access guidance",
    "Prepaid credit purchase"
  ],
  "protocols_or_interfaces": [
    "A2A"
  ],
  "industry_fit": [],
  "autonomy_level": "unclear",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "usage",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": 20,
    "monthly_usd": 20,
    "headline": "From $20/mo",
    "commercial": {
      "entry_offer": {
        "line": "Pro",
        "monthly_native": 20,
        "monthly_usd": 20,
        "commitment": "monthly",
        "basis": "$20/month"
      },
      "rates": [
        {
          "line": "/v2/search",
          "per": "per result",
          "text": "$0.01 per result"
        },
        {
          "line": "/v2/search/similar",
          "per": "per result",
          "text": "$0.01 per result"
        },
        {
          "line": "/v2/conversations",
          "per": "per result",
          "text": "$0.05 per result"
        },
        {
          "line": "/v2/documents/by-uri/{uri}?text_filter=",
          "per": "per request",
          "text": "$0.01 per request"
        },
        {
          "line": "/v2/documents/{id}",
          "per": "per unit",
          "text": "$0 per unit"
        },
        {
          "line": "/v2/downloads/{id}.{format}",
          "per": "per unit",
          "text": "$0.02 per unit"
        },
        {
          "line": "/v1/recognitions",
          "per": "per unit",
          "text": "$0.01 per unit"
        }
      ],
      "currency": "USD",
      "lines": [
        {
          "name": "Pro",
          "price": "$20/month",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "/v2/search",
          "price": "$0.01 base + $0.001 per requested result",
          "kind": "usage_rate",
          "unit": "result",
          "billed": "usage"
        },
        {
          "name": "/v2/search/similar",
          "price": "$0.01 base + $0.001 per requested result",
          "kind": "usage_rate",
          "unit": "result",
          "billed": "usage"
        },
        {
          "name": "/v2/conversations",
          "price": "$0.05 base + $0.015 per requested result",
          "kind": "usage_rate",
          "unit": "result",
          "billed": "usage"
        },
        {
          "name": "/v2/documents/by-uri/{uri}?text_filter=",
          "price": "$0.015",
          "kind": "usage_rate",
          "unit": "request",
          "billed": "usage"
        },
        {
          "name": "/v2/documents/{id}",
          "price": "$0.003",
          "kind": "usage_rate",
          "unit": "unit",
          "billed": "usage"
        },
        {
          "name": "/v2/downloads/{id}.{format}",
          "price": "$0.02",
          "kind": "usage_rate",
          "unit": "unit",
          "billed": "usage"
        },
        {
          "name": "/v1/recognitions",
          "price": "$0.01",
          "kind": "usage_rate",
          "unit": "unit",
          "billed": "usage"
        }
      ]
    },
    "summary": "From $20/mo. Machine Library offers a $20/month Pro subscription for its web searches, while API and MCP access use separate per-request, per-result, per-token, or per-document USD charges.",
    "confidence": "high",
    "source_url": "https://machinelibrary.ai/pricing",
    "checked_at": "2026-10-06T03:20:12.356Z",
    "amount": 20,
    "display": "From $20/mo",
    "plans": [
      {
        "name": "Pro",
        "price": "$20/month",
        "period": "month",
        "persona": "pro",
        "highlights": [
          "Searches on machinelibrary.ai are free of credits",
          "API and MCP requests are billed separately"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "/v2/search",
        "price": "$0.01 base + $0.001 per requested result",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Full-text search",
          "Per successful request"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "/v2/search/similar",
        "price": "$0.01 base + $0.001 per requested result",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Similar documents",
          "Per successful request"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "/v2/conversations",
        "price": "$0.05 base + $0.015 per requested result",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "AI conversation",
          "Per successful request"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "/v2/documents/by-uri/{uri}?text_filter=",
        "price": "$0.015",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per request",
          "Up to five passages"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "/v2/documents/{id}",
        "price": "$0.003",
        "usage": true,
        "period": "usage",
        "persona": "free",
        "highlights": [
          "Per 4,096 returned tokens"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "/v2/downloads/{id}.{format}",
        "price": "$0.02",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per original document",
          "Books are billed at 10× the standard rate ($0.20 each)"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "/v1/recognitions",
        "price": "$0.01",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Per submitted document",
          "PDF, EPUB, and DJVU to Markdown"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "agent_api_endpoint",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://machinelibrary.ai",
    "https://spacefrontiers.org/.well-known/agent-card.json",
    "https://machinelibrary.ai/a2a",
    "https://a2aregistry.org/agents/2216ee26-bfc6-4b24-81f2-ed8ae775fd62"
  ],
  "last_checked": "2026-09-13",
  "how_to_connect": {
    "website": "https://machinelibrary.ai",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "A2A"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks A2A but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "unknown",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
    "evidence": null
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "status": "unknown",
      "note": "no observed price page text held for this listing"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "price_history_available": "Pass price_history:true for this provider's dated plan prices (observation dates, original currency).",
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 247,
    "uptime_7d": 1,
    "checked_at": "2026-10-06T02:38:56.040Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": {
      "usdPerUnit": 0.001,
      "unit": "requests",
      "usdPer1k": 1,
      "raw": "$0.001 per request",
      "plan": "/v2/search"
    }
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}