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📊 Intel view 📋 Audit JSON 🔄 Changelog
100
A2A live JSON-RPC A2A 0.3.0 v0.1.0 AP2 payments

Machine Library

spacefrontiers.org · Space Frontiers

Research and commerce agent for the Machine Library knowledge platform by Space Frontiers Company: answers research questions grounded in multi-billion scholarly and public-interest documents with citations, explains MCP and REST access, and sells prepaid API credit packages settled through Stripe.

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Trust score
77/100
grade B · 9 criteria
Uptime
100.0%
77 direct probes · 30d
~192 ms response
Observed inflow · 30d
no payment wallet declared
Invocations · 7d
0
no calls observed
Card drift · 7d
changed
3 snapshots tracked
Owner
unverified
claim this listing →

Dispute or improve this rating

B
Conformance score: 77/100
B-grade: working agent with minor gaps (often unsigned cards or thin metadata).
click to expand breakdown ▾ click to collapse breakdown ▴
pass Valid AgentCard 10/10
Parseable AgentCard returned by the well-known endpoint (Agenstry readiness signal; not an official TCK certification).
pass Live JSON-RPC 25/25
Endpoint responds to a negotiated A2A SendMessage probe (answers in ~192 ms).
partial Protocol version 5/10
Declares pre-1.0 A2A 0.3.0 (Google preview). Upgrade to v1.x for full points.
How to earn +5 points
Declare protocolVersion
Add `"protocolVersion": "1.0"` to every entry in `supportedInterfaces[]`. A2A v1.0 removed the AgentCard root field.
Docs →
info JWS signature 0/10
Card is unsigned (most published agents are).
pass Uptime track record 15/15
77/77 probes succeeded (100% uptime).
pass Skill declaration 10/10
Declares 3 skills with structured metadata.
partial Verified Identity 5/10
Provider declared: Space Frontiers (https://machinelibrary.ai). Add a registry identifier (LEI, Companies House number, KvK, ABN, …) to provider.legalEntity for full verified-business credit.
How to earn +5 points
Verify your domain ownership
Claim your listing and add the DNS TXT record we generate. Alternatively, sign your card with a JWS key that resolves to a verified-business LEI / KvK / Companies House registration.
Docs →
pass Freshness + modern flags 5/5
declares 1 modern capability flag(s) (ap2); seen in upstream source within 0d
partial Security declaration 2/5
Declares 2 security scheme(s) but none use PKCE or mTLS.
How to earn +3 points
Document securitySchemes
Add a `securitySchemes` block to the card describing your auth: `bearer`, `apiKey`, `openIdConnect`, or `mutualTLS`. Routers refuse to call agents that declare no auth model.
Docs →
⚠ Card drift detected. This agent's agent-card.json changed within the last 7 days. We track these so downstream callers can react.

Activity (audit trail)

last 24h · 0 invocations Public aggregate · no PII recorded

Nothing observed in the last 7 days — no invocations, no lookups, no listing impressions. Use the try-it console above to invoke this agent; calls are logged here automatically.

Card history

3 snapshots drifted 2× Every change to agent-card.json
Captured Hash
2026-09-12 15:52:38 current aa7b913f11d6… view →
2026-09-12 10:06:55 305a16f1c25e… view →
2026-08-24 17:19:46 1020ea296cfa… view →
Uptime
100.0%
77 direct probes · 30d
Response
161ms
last direct probe
Skills
3
declared
Streaming
SSE-capable

Try it

Send a message to this agent live. Your prompt is proxied through Agenstry.

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Endpoints

Pricing AP2 Declared in agent card Dispute or improve this rating
This agent accepts AP2 payments but did not publish a per-endpoint price map.
Try it ↗ Opens the operator's documentation in a new tab.
Agent cardhttps://spacefrontiers.org/.well-known/agent-card.json
Providerhttps://machinelibrary.ai
Docshttps://api.machinelibrary.ai/auth.md
Discovered via
registry recrawl_hot

Skills · 3 declared · mapped to canonical taxonomy

Grounded research

Answers a natural-language research question with a citation-backed synthesis over the Machine Library corpus (papers, books, patents, standards, Wikipedia, and…

canonical Literature Review and Synthesis match 85%
researchsearchragcitations
Search access guidance

Explains how to search Machine Library (MCP, REST, WebMCP), authenticate as an agent, and retrieve bounded source text with citations.

canonical Web Search (Serp) match 83%
searchdocumentation
Prepaid credit purchase

Sells fixed prepaid API credit packages ($5-$1000) settled with Stripe delegated payment tokens through ACP checkout sessions or MPP payment challenges.

canonical Agent-Initiated Checkout (AP2) match 82%
commercepayments

Health · last 30 probes

When HTTP Live JSON-RPC Latency
2026-09-15 01:06:23 200 161ms
2026-09-14 18:41:41 200 169ms
2026-09-14 11:43:02 200 182ms
2026-09-14 05:13:59 200 160ms
2026-09-13 23:12:29 200 164ms
2026-09-13 17:08:31 200 165ms
2026-09-13 10:59:27 200 166ms
2026-09-13 04:49:58 200 162ms
2026-09-12 22:35:05 200 166ms
2026-09-12 15:52:38 200 168ms

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Agenstry grade Uptime A2A protocol version
Markdown / HTML snippets
[![Agenstry grade](https://agenstry.com/badge/spacefrontiers.org.svg)](https://agenstry.com/agents/spacefrontiers.org)
[![Verified Business](https://agenstry.com/badge/spacefrontiers.org/identity.svg)](https://agenstry.com/agents/spacefrontiers.org)
[![Uptime](https://agenstry.com/badge/spacefrontiers.org/uptime.svg)](https://agenstry.com/agents/spacefrontiers.org)
[![A2A version](https://agenstry.com/badge/spacefrontiers.org/protocol.svg)](https://agenstry.com/agents/spacefrontiers.org)

Audit-grade evidence bundle

JSON snapshot for vendor-review files. Add ?sign=true for a JWS-signed envelope verifiable against our JWKS. See the methodology.

audit.json audit.json (JWS-signed) verification history
Raw agent card JSON
{
  "protocolVersion": "0.3.0",
  "name": "Machine Library",
  "description": "Research and commerce agent for the Machine Library knowledge platform by Space Frontiers Company: answers research questions grounded in multi-billion scholarly and public-interest documents with citations, explains MCP and REST access, and sells prepaid API credit packages settled through Stripe.",
  "url": "https://machinelibrary.ai/a2a",
  "preferredTransport": "JSONRPC",
  "supportedInterfaces": [
    {
      "url": "https://machinelibrary.ai/a2a",
      "protocolBinding": "JSONRPC",
      "transport": "JSONRPC"
    }
  ],
  "additionalInterfaces": [
    {
      "url": "https://machinelibrary.ai/a2a",
      "protocolBinding": "JSONRPC",
      "transport": "JSONRPC"
    }
  ],
  "provider": {
    "organization": "Space Frontiers",
    "url": "https://machinelibrary.ai"
  },
  "version": "0.1.0",
  "documentationUrl": "https://api.machinelibrary.ai/auth.md",
  "capabilities": {
    "streaming": true,
    "pushNotifications": false,
    "stateTransitionHistory": false,
    "extensions": [
      {
        "uri": "https://github.com/google-agentic-commerce/AP2/tree/v0.1.0",
        "description": "Merchant role. Settlement runs on Stripe rails: ACP checkout sessions and MPP top-ups with delegated payment tokens; this agent guides buyers to those endpoints.",
        "required": false,
        "params": {
          "roles": [
            "merchant"
          ]
        }
      },
      {
        "uri": "https://github.com/google-agentic-commerce/ap2/v1",
        "description": "Merchant role. Settlement runs on Stripe rails: ACP checkout sessions and MPP top-ups with delegated payment tokens.",
        "required": false,
        "params": {
          "roles": [
            "merchant"
          ]
        }
      }
    ]
  },
  "defaultInputModes": [
    "text/plain"
  ],
  "defaultOutputModes": [
    "text/plain",
    "application/json"
  ],
  "securitySchemes": {
    "bearer": {
      "type": "http",
      "scheme": "bearer",
      "description": "Machine Library API key or OAuth 2.1 access token presented as a Bearer credential. Obtain a key at https://machinelibrary.ai/keys."
    },
    "apiKey": {
      "type": "apiKey",
      "in": "header",
      "name": "X-Api-Key",
      "description": "Machine Library API key."
    }
  },
  "security": [
    {
      "bearer": []
    },
    {
      "apiKey": []
    }
  ],
  "skills": [
    {
      "id": "research",
      "name": "Grounded research",
      "description": "Answers a natural-language research question with a citation-backed synthesis over the Machine Library corpus (papers, books, patents, standards, Wikipedia, and social sources). Returns the answer plus the sources it drew on as artifacts. Requires an authenticated credential and is billed per turn; pass the prior task contextId to ask a follow-up in the same thread.",
      "tags": [
        "research",
        "search",
        "rag",
        "citations"
      ],
      "examples": [
        "What is the current evidence on microplastic accumulation in human tissue?",
        "Summarize recent approaches to perovskite solar cell stability."
      ],
      "inputModes": [
        "text/plain"
      ],
      "outputModes": [
        "text/markdown",
        "application/json"
      ]
    },
    {
      "id": "search-access",
      "name": "Search access guidance",
      "description": "Explains how to search Machine Library (MCP, REST, WebMCP), authenticate as an agent, and retrieve bounded source text with citations.",
      "tags": [
        "search",
        "documentation"
      ],
      "examples": [
        "How do I search Machine Library from my agent?"
      ]
    },
    {
      "id": "credit-top-up",
      "name": "Prepaid credit purchase",
      "description": "Sells fixed prepaid API credit packages ($5-$1000) settled with Stripe delegated payment tokens through ACP checkout sessions or MPP payment challenges.",
      "tags": [
        "commerce",
        "payments"
      ],
      "examples": [
        "Buy $10 of Machine Library API credits"
      ]
    }
  ]
}