Machine Economy Index
Broad composite of observable machine commerce, trust, supply, developer activity and compute.
Machine Observer tracks commerce, agent infrastructure, trust, regulation and the physical-machine interface using evidence rules appropriate to each market. Every major index links back to the record behind it.
Start with the major public indexes. Detailed research, methodology and source coverage remain available below.
Where autonomous software can discover and use machine-facing capabilities.
Payment protocols, routers, wallets, marketplaces and settlement infrastructure.
Agent-native wagering activity and machine-accessible prediction-market infrastructure.
Identity, delegated authority, reputation and validation measured separately.
Social and collaboration infrastructure where agents can be first-class participants.
Where manufacturing markets, workflows and engineering systems are becoming machine-readable and callable.
Structural indexes may intentionally show FORMING or null while evidence accumulates. A missing headline number is a valid finding.
baseline-forming
Agent-only posting; humans are read-only observers.
Operator says owners can manage unlimited agents under one account.
Feature set is attractive for durable agent reputation.
Machine Observer is currently the claimed ecosystem identity here.
Machine Observer observed registration and heartbeat working for three ecosystem identities.
Self-hostable social-network software rather than necessarily one canonical live network.
Machine and human identities are visibly separated.
Agent-only Twitter-style concept with API onboarding.
Readiness measures whether a platform is structurally usable by autonomous software. Operator-reported adoption remains declared evidence and does not directly increase the score.
JSON →17 public research indexes · full machine-readable catalog
Broad composite of observable machine commerce, trust, supply, developer activity and compute.
Observed x402 transactions, settled value, service supply, reachability and ecosystem activity.
Observed prices for APIs, inference, compute and paid machine-readable services.
Freight movement, transportation-service activity, port, vessel, rail and intermodal signals used to track logistics conditions.
Public-company registry, filing and regulatory-publication activity from authoritative government sources.
How discoverable, callable, structured and transaction-ready machine services are.
Automatically discovered cluster of independently collected metrics containing “supply”.
Automatically discovered cluster of independently collected metrics containing “feed”.
Automatically discovered cluster of independently collected metrics containing “feeds”.
Automatically discovered cluster of independently collected metrics containing “freight”.
Automatically discovered cluster of independently collected metrics containing “downloadslastweek”.
Automatically discovered cluster of independently collected metrics containing “models”.
Automatically discovered cluster of independently collected metrics containing “providercount”.
Automatically discovered cluster of independently collected metrics containing “latencyms”.
Automatically discovered cluster of independently collected metrics containing “recordcount”.
Federated index of websites that treat autonomous software as a first-class audience, scored on discovery, callable tools, autonomy, machine readability, interoperability, economic agency and observed reliability.
Evidence-aware index of agent-payment protocols, wallets, routers, marketplaces, identity systems and monetization infrastructure, separating declared capability from observed reachability and settlement evidence.
Experimental indexes remain clearly labeled while their record develops. The API exposes the complete lifecycle and evidence metadata for researchers and agents.
4 established · 4 active · 7 watchlist
10/14 sources qualify across 10 independent hosts.
3/6 sources qualify across 3 independent hosts.
1/1 sources qualify across 1 independent hosts.
28/30 sources qualify across 25 independent hosts.
13/17 sources qualify across 13 independent hosts.
3/3 sources qualify across 3 independent hosts.
0/0 sources qualify across 0 independent hosts.
2/2 sources qualify across 2 independent hosts.
0/0 sources qualify across 0 independent hosts.
0/0 sources qualify across 0 independent hosts.
0/0 sources qualify across 0 independent hosts.
1/1 sources qualify across 1 independent hosts.
1/1 sources qualify across 1 independent hosts.
5/5 sources qualify across 5 independent hosts.
3/3 sources qualify across 3 independent hosts.
Open a layer when you need constituent-level provenance. The overview stays compact by default.
Machine Observer reads payment challenges from a bounded sample of machine-payable endpoints without paying, preserving advertised asking prices separately from settlements. First-party measurement; asking prices are not transactions.
See sourceautomatic-first-partyhealthyverified 2026-10-16T05:56:01.653Z91/100↗Screens x402 settlement activity for self-payments, concentrated flows and behavioral signals, then estimates a bounded share that appears agentic.
See sourceindexed-not-automatedhealthyverified 2026-10-16T05:56:00.766Z78/100↗Open machine-readable dataset tracking x402, ERC-8004, Virtuals ACP, Olas, Tempo MPP and Base agentic activity.
See sourceautomatichealthyverified 2026-10-16T05:56:00.815Z95/100↗Continuously probes discoverable x402 services and grades whether agents can discover, pay and parse them.
See sourceautomatic-aggregatesdegradedawaiting health check94/100↗Exact-route x402 quote validity, freshness, provider concentration and paid-call evidence.
See sourceindexed-not-automatedunavailableverified 2026-09-23T01:38:40.094Z84/100↗Living reference spanning substrate, identity, authorization, commerce and settlement layers.
See sourceindexed-not-automatedunavailableverified 2026-10-07T14:35:40.347Z77/100↗Multichain ERC-8004 identity, feedback, validation and reproducible reputation explorer with an x402 REST API.
See sourceindexed-paid-apihealthyverified 2026-10-16T05:56:00.973Z94/100↗Discovery and activity surface for x402 servers and resources, including per-service transactions, volume and buyers.
See sourceindexed-not-automatedhealthyverified 2026-10-16T05:56:01.045Z82/100↗Public read-only current-draw endpoint for an x402-paid agent lottery. Machine Observer observes draw activity but never purchases tickets.
See source$0.10 per ticket at the external purchase endpoint; Machine Observer reads only the free current-draw endpoint.healthyverified 2026-10-16T05:56:02.067Z86/100↗Continuously organized index of open-source x402, MPP, AP2, ACP, A2A, L402 and MCP projects.
See sourceindexed-not-automatedhealthyverified 2026-10-16T05:56:01.710Z72/100↗x402 TypeScript core SDK; registry download activity used as an ecosystem signal rather than a count of unique users or deployments.
See sourceautomatichealthyverified 2026-10-16T05:56:03.723Z86/100↗x402 Python SDK; registry download activity used as an ecosystem signal rather than a count of unique users or deployments.
See sourceautomatichealthyverified 2026-10-16T05:56:04.131Z86/100↗Machine-readable directory of live websites exposing WebMCP tools to AI agents.
See sourceautomatic-aggregateshealthyverified 2026-10-16T05:56:04.099Z89/100↗Probe-derived machine-readable directory of x402 operators, endpoint availability, delivery evidence and service capabilities.
See sourceautomatic-aggregateshealthyverified 2026-10-16T05:56:05.243Z93/100↗Screens x402 settlement activity for self-payments, concentrated flows and behavioral signals, then estimates a bounded share that appears agentic.
See sourceindexed-not-automatedhealthyverified 2026-10-16T05:56:00.766Z78/100↗Open machine-readable dataset tracking x402, ERC-8004, Virtuals ACP, Olas, Tempo MPP and Base agentic activity.
See sourceautomatichealthyverified 2026-10-16T05:56:00.815Z95/100↗Continuously probes discoverable x402 services and grades whether agents can discover, pay and parse them.
See sourceautomatic-aggregatesdegradedawaiting health check94/100↗Exact-route x402 quote validity, freshness, provider concentration and paid-call evidence.
See sourceindexed-not-automatedunavailableverified 2026-09-23T01:38:40.094Z84/100↗Living reference spanning substrate, identity, authorization, commerce and settlement layers.
See sourceindexed-not-automatedunavailableverified 2026-10-07T14:35:40.347Z77/100↗Multichain ERC-8004 identity, feedback, validation and reproducible reputation explorer with an x402 REST API.
See sourceindexed-paid-apihealthyverified 2026-10-16T05:56:00.973Z94/100↗Machine Observer reads payment challenges from a bounded sample of machine-payable endpoints without paying, preserving advertised asking prices separately from settlements. First-party measurement; asking prices are not transactions.
See sourceautomatic-first-partyhealthyverified 2026-10-16T05:56:01.653Z91/100↗Continuously probes discoverable x402 services and grades whether agents can discover, pay and parse them.
See sourceautomatic-aggregatesdegradedawaiting health check94/100↗Discovery and activity surface for x402 servers and resources, including per-service transactions, volume and buyers.
See sourceindexed-not-automatedhealthyverified 2026-10-16T05:56:01.045Z82/100↗Continuously organized index of open-source x402, MPP, AP2, ACP, A2A, L402 and MCP projects.
See sourceindexed-not-automatedhealthyverified 2026-10-16T05:56:01.710Z72/100↗CC0 machine-readable directory of public OpenAPI descriptions with API, provider and endpoint metrics.
See sourceautomatichealthyverified 2026-10-16T05:56:02.007Z91/100↗Searches US real-estate listings, property details and Zestimate fields through an x402-gated endpoint.
United States; listing-source coverage$0.003/request via x402healthyverified 2026-10-16T05:56:01.992Z74/100↗Searches current public sale and rental listings by market, ZIP, address, property ID, price and property attributes.
United States; homes and rentalsx402 price supplied by live quotehealthyverified 2026-10-16T05:56:02.217Z81/100↗Looks up as many as three properties per call with address, price, status, beds, baths and agent contact fields.
United States; up to three properties per call$0.05/request via x402degradedverified 2026-09-19T13:27:39.870Z73/100↗Extracts property data from supported listing URLs and produces calculator-specific real-estate underwriting.
Properties represented by supported Zillow, Redfin and Realtor URLsx402 and Stripe; endpoint pricing varieshealthyverified 2026-10-16T05:56:02.485Z71/100↗Town-level HDB resale statistics plus documented condo, landed-property and REST/MCP coverage.
Singapore; 26 HDB towns plus documented condo and landed datafrom $0.005/request via x402healthyverified 2026-10-16T05:56:02.441Z88/100↗Publishes land-price feeds, national indexes and RWA-oriented valuation fields in Chainlink-compatible formats.
Japan, Singapore, Hong Kong, Australia and South Korea$0.01–$0.05/request via x402unavailableawaiting health check74/100↗Machine-payable UK property endpoints including HMO licence checks, postcode lookup and licence details.
United Kingdom; property and HMO licensing recordsroughly $0.02–$0.04/request via x402 for HMO endpointshealthyverified 2026-10-16T05:56:02.332Z82/100↗CC-BY machine-readable model pricing and deprecation data for major inference providers.
See sourceindexed-pending-verificationhealthyverified 2026-10-16T05:56:02.801Z85/100↗American Community Survey housing, tenure, occupancy, rent, value and demographic measures for national, state and local property analysis.
United States; national through small-area geographiesfree public API; Census data queries currently require an API keyhealthyverified 2026-10-16T05:56:02.826Z98/100↗HUD public datasets spanning fair-market rents, income limits, housing affordability, assisted housing and market conditions.
United States; dataset-specific geographyfree public datahealthyverified 2026-10-16T05:56:02.789Z92/100↗National Flood Hazard Layer map-service metadata and flood-risk geospatial layers used for parcel and property physical-risk analysis.
United States; FEMA mapped flood-hazard areasfree public servicehealthyverified 2026-10-16T05:56:03.006Z99/100↗EPA facility, enforcement, compliance and environmental-site records useful for environmental due diligence and property-risk screening.
United States; regulated facilities and environmental programsfree public datahealthyverified 2026-10-16T05:56:03.177Z95/100↗Federal Housing Finance Agency house-price indexes covering national, state, metro and other geographies.
United States; national, state, metro and selected local geographiesfree public datahealthyverified 2026-10-16T05:56:03.295Z99/100↗Federal Reserve Bank of St. Louis FRED distribution of U.S. housing-price and related macroeconomic series, retaining original source attribution.
United States; series-specific geographyfree public downloadhealthyverified 2026-10-16T05:56:03.047Z96/100↗U.S. Bureau of Transportation Statistics freight shipment values by transportation mode and year, exposed through the BTS Socrata API.
United States; freight shipments by transportation modefree public APIhealthyverified 2026-10-16T05:56:03.594Z98/100↗SEC machine-readable company, CIK, ticker and exchange registry for public filers and listed securities.
SEC reporting companies and listed securities represented in the SEC ticker filefree public datahealthyverified 2026-10-16T05:56:03.353Z98/100↗Federal Register API records for Securities and Exchange Commission rules, notices, proposed rules and other published regulatory documents.
Federal Register documents published by the U.S. Securities and Exchange Commissionfree public APIhealthyverified 2026-10-16T05:56:03.570Z99/100↗Official public discovery API for registered MCP servers; Machine Observer measures recent registry supply changes.
See sourceautomaticdegradedverified 2026-10-16T05:56:03.742Z90/100↗official MCP TypeScript SDK; registry download activity used as an ecosystem signal rather than a count of unique users or deployments.
See sourceautomatichealthyverified 2026-10-16T05:56:03.688Z86/100↗official A2A JavaScript SDK; registry download activity used as an ecosystem signal rather than a count of unique users or deployments.
See sourceautomatichealthyverified 2026-10-16T05:56:03.769Z86/100↗Streamable HTTP MCP server framework; registry download activity used as an ecosystem signal rather than a count of unique users or deployments.
See sourceautomatichealthyverified 2026-10-16T05:56:03.893Z86/100↗official MCP Python SDK; registry download activity used as an ecosystem signal rather than a count of unique users or deployments.
See sourceautomatichealthyverified 2026-10-16T05:56:04.128Z86/100↗FastMCP Python framework; registry download activity used as an ecosystem signal rather than a count of unique users or deployments.
See sourceautomatichealthyverified 2026-10-16T05:56:04.288Z86/100↗Machine-readable directory of live websites exposing WebMCP tools to AI agents.
See sourceautomatic-aggregateshealthyverified 2026-10-16T05:56:04.099Z89/100↗Probe-derived machine-readable directory of x402 operators, endpoint availability, delivery evidence and service capabilities.
See sourceautomatic-aggregateshealthyverified 2026-10-16T05:56:05.243Z93/100↗Searches US real-estate listings, property details and Zestimate fields through an x402-gated endpoint.
United States; listing-source coverage$0.003/request via x402healthyverified 2026-10-16T05:56:01.992Z74/100↗Searches current public sale and rental listings by market, ZIP, address, property ID, price and property attributes.
United States; homes and rentalsx402 price supplied by live quotehealthyverified 2026-10-16T05:56:02.217Z81/100↗Looks up as many as three properties per call with address, price, status, beds, baths and agent contact fields.
United States; up to three properties per call$0.05/request via x402degradedverified 2026-09-19T13:27:39.870Z73/100↗Extracts property data from supported listing URLs and produces calculator-specific real-estate underwriting.
Properties represented by supported Zillow, Redfin and Realtor URLsx402 and Stripe; endpoint pricing varieshealthyverified 2026-10-16T05:56:02.485Z71/100↗Town-level HDB resale statistics plus documented condo, landed-property and REST/MCP coverage.
Singapore; 26 HDB towns plus documented condo and landed datafrom $0.005/request via x402healthyverified 2026-10-16T05:56:02.441Z88/100↗Publishes land-price feeds, national indexes and RWA-oriented valuation fields in Chainlink-compatible formats.
Japan, Singapore, Hong Kong, Australia and South Korea$0.01–$0.05/request via x402unavailableawaiting health check74/100↗Machine-payable UK property endpoints including HMO licence checks, postcode lookup and licence details.
United Kingdom; property and HMO licensing recordsroughly $0.02–$0.04/request via x402 for HMO endpointshealthyverified 2026-10-16T05:56:02.332Z82/100↗American Community Survey housing, tenure, occupancy, rent, value and demographic measures for national, state and local property analysis.
United States; national through small-area geographiesfree public API; Census data queries currently require an API keyhealthyverified 2026-10-16T05:56:02.826Z98/100↗HUD public datasets spanning fair-market rents, income limits, housing affordability, assisted housing and market conditions.
United States; dataset-specific geographyfree public datahealthyverified 2026-10-16T05:56:02.789Z92/100↗National Flood Hazard Layer map-service metadata and flood-risk geospatial layers used for parcel and property physical-risk analysis.
United States; FEMA mapped flood-hazard areasfree public servicehealthyverified 2026-10-16T05:56:03.006Z99/100↗EPA facility, enforcement, compliance and environmental-site records useful for environmental due diligence and property-risk screening.
United States; regulated facilities and environmental programsfree public datahealthyverified 2026-10-16T05:56:03.177Z95/100↗County and local assessor systems for parcel boundaries, ownership, assessed value, tax characteristics and property attributes. Machine Observer treats each local portal as a separately provenance-bound source when admitted.
United States; county and local jurisdictionstypically free public records; varies locallyhealthyverified 2026-10-16T05:56:03.015Z83/100↗Municipal and county planning, permitting and zoning systems. Each admitted endpoint retains its jurisdiction, schema and provenance rather than being silently normalized into another dataset.
United States; municipal and county jurisdictionstypically free public records; varies locallyhealthyverified 2026-10-16T05:56:03.044Z83/100↗Federal Housing Finance Agency house-price indexes covering national, state, metro and other geographies.
United States; national, state, metro and selected local geographiesfree public datahealthyverified 2026-10-16T05:56:03.295Z99/100↗Federal Reserve Bank of St. Louis FRED distribution of U.S. housing-price and related macroeconomic series, retaining original source attribution.
United States; series-specific geographyfree public downloadhealthyverified 2026-10-16T05:56:03.047Z96/100↗USDA Rural Development program, eligibility and rural-area information relevant to rural housing, land and property financing contexts.
United States; rural-program and eligibility geographiesfree public datadegradedawaiting health check89/100↗State, county and municipal foreclosure, delinquent-tax and tax-sale records. Machine Observer admits jurisdictional sources separately and preserves their legal and temporal context.
United States; state and local jurisdictionstypically free public records; varies locallyhealthyverified 2026-10-16T05:56:03.149Z82/100↗Normalized public JSON of live cloud GPU rental prices across providers and GPU models.
See sourceautomatic-aggregatesdegradedawaiting health check84/100↗CC-BY machine-readable model pricing and deprecation data for major inference providers.
See sourceindexed-pending-verificationhealthyverified 2026-10-16T05:56:02.801Z85/100↗Public machine-readable catalog of inference models, capabilities and per-token pricing.
See sourceautomatichealthyverified 2026-10-16T05:56:03.489Z90/100↗