Machine Library
Research and commerce agent for the Machine Library knowledge platform by Space Frontiers Company: answers research questions grounded in multi-billion scholar…
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…
Official Machine Library links
Pricing & plans
Observed public pricing for Machine Library, benchmarked against comparable providers. Plans, tiers, history and scenario below.
$0.00 /token
This plan sits close to the comparable median.
No monthly-comparable cohort to benchmark this plan against yet.
Why Agentery reaches that view
price_benchmarkNot monthly-comparable.
get_provider_profile · plan historyper token observed 2026-10-30.
pricing recommendationPercentile unavailable for this basis.
confidenceSource page rechecked daily.
Test a different price for this plan.
Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.
Is Machine Library good value?
How its price compares with genuinely comparable providers.
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.
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 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."
}