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 observed30 Oct 2026latest priced read of the page
Website liveness30 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 purchaseA2AMCPAP2UCP

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 token · market position

$0.00 /token

Observed plan · market position not comparable on a monthly basis.
this agent · $0.00
$8median —$89
pricing observed 2026-10-30 · 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 token observed 2026-10-30.

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.

$0.00000219727 / 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$0.00000219727/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.

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",
    "MCP",
    "AP2",
    "UCP"
  ],
  "industry_fit": [],
  "autonomy_level": "unclear",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "freemium",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "$0.01 per 4,096 token (usage-based)",
    "commercial": {
      "rates": [
        {
          "line": "Paid",
          "per": "per 4,096 token",
          "text": "$0.01 per 4,096 token"
        },
        {
          "line": "$100+",
          "per": "per 4,096 token",
          "text": "$0.01 per 4,096 token"
        },
        {
          "line": "$1,000+",
          "per": "per 4,096 token",
          "text": "$0.01 per 4,096 token"
        }
      ],
      "currency": "USD",
      "lines": [
        {
          "name": "Free",
          "price": "Free",
          "kind": "free",
          "billed": "monthly"
        },
        {
          "name": "Paid",
          "price": "$0.015 per 4,096 tokens",
          "kind": "usage_rate",
          "unit": "4,096 token",
          "billed": "usage"
        },
        {
          "name": "$100+",
          "price": "$0.012 per 4,096 tokens",
          "kind": "usage_rate",
          "unit": "4,096 token",
          "billed": "usage"
        },
        {
          "name": "$1,000+",
          "price": "$0.009 per 4,096 tokens",
          "kind": "usage_rate",
          "unit": "4,096 token",
          "billed": "usage"
        }
      ]
    },
    "summary": "$0.01 per 4,096 token (usage-based). Machine Library offers a permanent free account with limited document access and paid usage tiers priced per 4,096 tokens, with lower rates for larger credit purchases.",
    "confidence": "medium",
    "source_url": "https://machinelibrary.ai/pricing/world",
    "checked_at": "2026-10-30T02:26:27.029Z",
    "amount": null,
    "display": null,
    "plans": [
      {
        "name": "Free",
        "price": "Free",
        "period": null,
        "persona": "free",
        "highlights": [
          "Free accounts can read the first 2,048 tokens"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Paid",
        "price": "$0.015 per 4,096 tokens",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "Requires a $1+ credit purchase or paid Pro invoice",
          "16,384-token read window",
          "Tokens beyond the window are charged at $0.015 per 4,096 tokens"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "$100+",
        "price": "$0.012 per 4,096 tokens",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "$100+ credit purchases qualify",
          "16,384-token read window"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "$1,000+",
        "price": "$0.009 per 4,096 tokens",
        "usage": true,
        "period": "usage",
        "persona": "individual",
        "highlights": [
          "$1,000+ credit purchases qualify",
          "16,384-token read window"
        ],
        "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": "2026-10-30",
  "profile_checked": "2026-09-13",
  "price_checked": "2026-10-30",
  "how_to_connect": {
    "website": "https://machinelibrary.ai",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "A2A",
      "MCP",
      "AP2",
      "UCP"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks A2A, MCP, AP2, UCP 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": {
      "source_url": "https://machinelibrary.ai/pricing/world",
      "last_observed_day": "2026-10-30",
      "age_days": 1,
      "verified_day": null,
      "note": "from the listing's current price record; no separate page-text verification is held"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": {
    "group_id": 30,
    "group": "Research and citation tools",
    "change_90d_pct": -0.3,
    "fair_price_by_tier_monthly_usd": {
      "individual": 9.95,
      "pro": 19.95,
      "team / small business": 255.7,
      "enterprise": 1115.04
    },
    "note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
    "page": "https://agentery.com/aepi/groups/30"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 225,
    "uptime_7d": 1,
    "checked_at": "2026-10-30T02:39:44.790Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": {
      "amount": 2048,
      "unit": "tokens",
      "per": "total",
      "raw": "2,048 tokens",
      "plan": "Free"
    },
    "unit_cost": {
      "usdPerUnit": 0.000003662109375,
      "unit": "tokens",
      "usdPer1k": 0.0037,
      "raw": "$0.015 per 4,096 tokens",
      "plan": "Paid"
    }
  },
  "reported_success": null,
  "a2a_check": {
    "checked_on": "2026-10-16",
    "card_url": "https://spacefrontiers.org/.well-known/agent-card.json",
    "card_name": "Machine Library",
    "declared_version": "0.3.0",
    "endpoint": "https://machinelibrary.ai/a2a",
    "skills": [
      "research",
      "search-access",
      "credit-top-up"
    ],
    "findings": [
      {
        "label": "Access",
        "value": "The agent card declares authentication, so a public caller needs credentials",
        "ok": false
      }
    ],
    "vendor_published": null,
    "note": "Automated check of the vendor's public A2A agent card and endpoint. The check reads the card and sends an empty JSON-RPC request; it delivers no message. Vendor quotes are copied word for word from the card or its documentation."
  },
  "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."
}