Machine economy indexes

Measure the markets and infrastructure shaping the machine economy.

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.

Published observatory

Indexes and infrastructure maps

Start with the major public indexes. Detailed research, methodology and source coverage remain available below.

Structural indexes may intentionally show FORMING or null while evidence accumulates. A missing headline number is a valid finding.

Infrastructure index · independently measured

Agentic Social Media Index

baseline-forming

Platforms13tracked
Live / beta10current
API access12platforms
Commerce / jobs5layers

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 →
Research catalog

Established and experimental longitudinal indexes

17 public research indexes · full machine-readable catalog

Established

Machine Economy Index

Broad composite of observable machine commerce, trust, supply, developer activity and compute.

109.3624 components · 8 source families
Established

x402 Activity Index

Observed x402 transactions, settled value, service supply, reachability and ecosystem activity.

107.424 components · 6 source families
Established

Machine API Price Index

Observed prices for APIs, inference, compute and paid machine-readable services.

99.6224 components · 4 source families
Experimental

Shipping & Logistics Index

Freight movement, transportation-service activity, port, vessel, rail and intermodal signals used to track logistics conditions.

100.228 components · 2 source families
Established

Corporate & Regulatory Records Index

Public-company registry, filing and regulatory-publication activity from authoritative government sources.

115.2116 components · 4 source families
Established

Machine Readiness Index

How discoverable, callable, structured and transaction-ready machine services are.

112.8624 components · 12 source families
Established

Supply Activity Candidate

Automatically discovered cluster of independently collected metrics containing “supply”.

109.2612 components · 4 source families
Established

Feed Activity Candidate

Automatically discovered cluster of independently collected metrics containing “feed”.

102.5724 components · 5 source families
Established

Feeds Activity Candidate

Automatically discovered cluster of independently collected metrics containing “feeds”.

105.8317 components · 4 source families
Experimental

Freight Activity Candidate

Automatically discovered cluster of independently collected metrics containing “freight”.

100.228 components · 2 source families
Established

Downloadslastweek Activity Candidate

Automatically discovered cluster of independently collected metrics containing “downloadslastweek”.

150.327 components · 7 source families
Established

Models Activity Candidate

Automatically discovered cluster of independently collected metrics containing “models”.

100.089 components · 3 source families
Experimental

Providercount Activity Candidate

Automatically discovered cluster of independently collected metrics containing “providercount”.

10010 components · 2 source families
Experimental

Latencyms Activity Candidate

Automatically discovered cluster of independently collected metrics containing “latencyms”.

154.985 components · 5 source families
Experimental

Recordcount Activity Candidate

Automatically discovered cluster of independently collected metrics containing “recordcount”.

1005 components · 5 source families
Established

Agent-Native Web Index

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.

26.98 components · 2 source familiesOpen →
Experimental

Agent Payments & Commerce Index

Evidence-aware index of agent-payment protocols, wallets, routers, marketplaces, identity systems and monetization infrastructure, separating declared capability from observed reachability and settlement evidence.

60.98 components · 8 source familiesOpen →

Experimental indexes remain clearly labeled while their record develops. The API exposes the complete lifecycle and evidence metadata for researchers and agents.

Category directory

Observed economy layers

4 established · 4 active · 7 watchlist

established

Machine Commerce

10/14 sources qualify across 10 independent hosts.

945 supporting indexes · evidence-qualified source coverage
active

Trust & Integrity

3/6 sources qualify across 3 independent hosts.

803 supporting indexes · evidence-qualified source coverage
watchlist

Likeness Economy

1/1 sources qualify across 1 independent hosts.

380 supporting indexes · evidence-qualified source coverage
established

API & Data Economy

28/30 sources qualify across 25 independent hosts.

911 supporting indexes · evidence-qualified source coverage
established

Property Intelligence

13/17 sources qualify across 13 independent hosts.

881 supporting indexes · evidence-qualified source coverage
active

Compute Economy

3/3 sources qualify across 3 independent hosts.

902 supporting indexes · evidence-qualified source coverage
watchlist

Energy & Grid Intelligence

0/0 sources qualify across 0 independent hosts.

00 supporting indexes · evidence-qualified source coverage
active

Shipping & Logistics

2/2 sources qualify across 2 independent hosts.

722 supporting indexes · evidence-qualified source coverage
watchlist

Public Procurement & Government Spending

0/0 sources qualify across 0 independent hosts.

00 supporting indexes · evidence-qualified source coverage
watchlist

Commodity & Industrial Materials

0/0 sources qualify across 0 independent hosts.

00 supporting indexes · evidence-qualified source coverage
watchlist

Labor & Compensation

0/0 sources qualify across 0 independent hosts.

00 supporting indexes · evidence-qualified source coverage
watchlist

Climate & Physical Risk

1/1 sources qualify across 1 independent hosts.

380 supporting indexes · evidence-qualified source coverage
watchlist

Corporate & Regulatory Records

1/1 sources qualify across 1 independent hosts.

461 supporting indexes · evidence-qualified source coverage
established

Agent Intelligence

5/5 sources qualify across 5 independent hosts.

1003 supporting indexes · evidence-qualified source coverage
active

Native Intelligence

3/3 sources qualify across 3 independent hosts.

831 supporting indexes · evidence-qualified source coverage
Source directory

Coverage by economy layer

Open a layer when you need constituent-level provenance. The overview stays compact by default.

Machines buying from machinesMachine CommerceAutonomous payments, machine-to-machine settlement, paid APIs, agent commerce and economic activity with limited human involvement.
14 sources3 observationsconfidence 86measured
Machine Observer x402 Price Indexfirst-party x402 advertised-price probe

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
TRM Labs x402 Agentic Payments Analysisindependent on-chain x402 attribution analysis

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
Agent Economyactivity dataset / index

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
Gradedx402 service quality index

Continuously probes discoverable x402 services and grades whether agents can discover, pay and parse them.

See sourceautomatic-aggregatesdegradedawaiting health check94/100
TOLL·402 Endpoint Trust Indexendpoint evidence index

Exact-route x402 quote validity, freshness, provider concentration and paid-call evidence.

See sourceindexed-not-automatedunavailableverified 2026-09-23T01:38:40.094Z84/100
Agentic Payments Landscapeprotocol landscape

Living reference spanning substrate, identity, authorization, commerce and settlement layers.

See sourceindexed-not-automatedunavailableverified 2026-10-07T14:35:40.347Z77/100
QuickNode ERC-8004 Exploreridentity / reputation explorer

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
x402scanx402 marketplace / explorer

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
x402 Agent Lotteryagent-native wagering / lottery

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
mpp.bestopen-source ecosystem index

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/core NPM activitydeveloper registry activity feed

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 PYPI activitydeveloper registry activity feed

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
WebMCP Directoryagent-native web discovery directory

Machine-readable directory of live websites exposing WebMCP tools to AI agents.

See sourceautomatic-aggregateshealthyverified 2026-10-16T05:56:04.099Z89/100
Market402 operator indexagent-native web discovery directory

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
Can the transaction be trusted?Trust & IntegrityIdentity, authorization, receipts, endpoint reliability, delivery evidence, validation and portable reputation.
6 sources4 observationsconfidence 87measured
Licensable human identityLikeness EconomyVoice, image, persona and digital-replica licensing markets, with LikenessIndex treated as one constituent source.
1 sources1 observationsconfidence 72early
Machine-readable supplyAPI & Data EconomyAPIs, datasets, directories and information products that software can discover and consume programmatically.
30 sources3 observationsconfidence 88measured
Machine Observer x402 Price Indexfirst-party x402 advertised-price probe

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
Gradedx402 service quality index

Continuously probes discoverable x402 services and grades whether agents can discover, pay and parse them.

See sourceautomatic-aggregatesdegradedawaiting health check94/100
x402scanx402 marketplace / explorer

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
mpp.bestopen-source ecosystem index

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
APIs.gurupublic API directory

CC0 machine-readable directory of public OpenAPI descriptions with API, provider and endpoint metrics.

See sourceautomatichealthyverified 2026-10-16T05:56:02.007Z91/100
OpenWeb Ninja Real-Time Zillow Datalisting search / property valuation API

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
AgentBodega Real Estate Listing Searchhome and rental listing search API

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
GoCreative Zillow Batch Property Lookupbatch property lookup API

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
PropInferaproperty extraction / underwriting API

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
SG Property Datapublic-record property statistics API

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
x402 APAC Real Estate Oracleregional land-price / RWA oracle API

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
PayAPI Market UK Property DataUK property and HMO licensing APIs

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
TokenGaugeLLM pricing dataset

CC-BY machine-readable model pricing and deprecation data for major inference providers.

See sourceindexed-pending-verificationhealthyverified 2026-10-16T05:56:02.801Z85/100
U.S. Census Bureau Housing Dataauthoritative housing demographics / valuation baseline

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 User Housing Dataauthoritative housing-market / affordability datasets

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
FEMA National Flood Hazard Layerauthoritative flood-hazard geospatial service

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 Environmental Site Recordsauthoritative environmental-facility / compliance records

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
FHFA House Price Indexauthoritative repeat-sales housing-price index

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 FRED Housing Price Seriespublic macro / housing-price time series

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
BTS Freight Shipments by Modeauthoritative freight-flow dataset

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 Company Tickers and Exchangesauthoritative public-company registry

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 SEC Documentsauthoritative regulatory-publication API

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 MCP Registrylive public collector feed

Official public discovery API for registered MCP servers; Machine Observer measures recent registry supply changes.

See sourceautomaticdegradedverified 2026-10-16T05:56:03.742Z90/100
@modelcontextprotocol/sdk NPM activitydeveloper registry activity feed

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
@a2a-js/sdk NPM activitydeveloper registry activity feed

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
mcp-handler NPM activitydeveloper registry activity feed

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
mcp PYPI activitydeveloper registry activity feed

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 PYPI activitydeveloper registry activity feed

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
WebMCP Directoryagent-native web discovery directory

Machine-readable directory of live websites exposing WebMCP tools to AI agents.

See sourceautomatic-aggregateshealthyverified 2026-10-16T05:56:04.099Z89/100
Market402 operator indexagent-native web discovery directory

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
Where property data can be foundProperty IntelligenceA free discovery index of listing, valuation, parcel, transaction, regulatory and risk data that agents can inspect before choosing an upstream source.
17 sources0 observationsconfidence 86early
OpenWeb Ninja Real-Time Zillow Datalisting search / property valuation API

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
AgentBodega Real Estate Listing Searchhome and rental listing search API

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
GoCreative Zillow Batch Property Lookupbatch property lookup API

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
PropInferaproperty extraction / underwriting API

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
SG Property Datapublic-record property statistics API

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
x402 APAC Real Estate Oracleregional land-price / RWA oracle API

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
PayAPI Market UK Property DataUK property and HMO licensing APIs

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
U.S. Census Bureau Housing Dataauthoritative housing demographics / valuation baseline

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 User Housing Dataauthoritative housing-market / affordability datasets

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
FEMA National Flood Hazard Layerauthoritative flood-hazard geospatial service

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 Environmental Site Recordsauthoritative environmental-facility / compliance records

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 Parcel & Assessor Portalslocal authoritative parcel / assessment source class

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 Permits & Zoning Portalslocal authoritative permit / zoning source class

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
FHFA House Price Indexauthoritative repeat-sales housing-price index

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 FRED Housing Price Seriespublic macro / housing-price time series

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 Property Dataauthoritative rural-property / eligibility source class

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 & Local Foreclosure / Tax-Sale Recordsauthoritative distressed-property source class

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
Machines buying computeCompute EconomyInference, GPU rental, model-token pricing, storage and other programmable computing resources.
3 sources2 observationsconfidence 86measured