niche · 0.0 market domain

Physical AI

Score 16.9 / 100 64 providers 0 APIs Search apis.io →

Providers using this tag (64)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Strong 2 Solid coverage with minor gaps
Developing 3 Usable, with meaningful gaps to close
Thin 4 Limited public surface area
Emerging 18 Early or largely undocumented
Minimal 37 Almost no public developer surface
AgtonomyCompanyFrontier TechAgricultureAgTech10.6Bedrock RoboticsCompanyRoboticsAutonomyConstruction10.6FreeformCompanyAdvanced ManufacturingMetal 3D PrintingAdditive Manufacturing10.2HubCompanyArtificial IntelligenceMachine-LearningTraining Data1 API10.2TerraFirmaCompanyRoboticsConstruction10.2TreeX RoboticsCompanyRoboticsAutonomous Systems10.0WandercraftCompanyRoboticsExoskeletonHumanoid Robots9.9DexoryCompanyRoboticsWarehouseLogistics9.7Gather AICompanyLogisticsWarehouse Inventory9.7GrayMatter RoboticsCompanyRoboticsIndustrial RoboticsManufacturing9.6ThekerCompanyRoboticsArtificial IntelligenceHumanoid Robots9.6NomagicCompanyRoboticsWarehouse Automation9.2PlusCompanyAutonomous VehiclesSelf-Driving TrucksAutonomous Driving9.2Pickle Robot CompanyCompanyRoboticsSupply Chain8.9SereactCompanyArtificial IntelligenceRoboticsWarehouse Automation8.9LyteRoboticsComputer-VisionPerceptionSensors8.8Path RoboticsRoboticsWeldingAutonomous WeldingIndustrial Robotics7.7Kiva Systems (Amazon Robotics since 2012)CompanyRoboticsWarehouse Automation7.6RIVRCompanyTechnologyRoboticsArtificial Intelligence7.6WaabiCompanyArtificial IntelligenceAutonomous VehiclesSelf-Driving7.6Avea RoboticsCompanyRoboticsTeleoperationRobots7.4Chef RoboticsRoboticsFood RoboticsFood ManufacturingMeal Assembly7.1Mecka AICompanyArtificial IntelligenceRobotics7.1Generalist AICompanyArtificial IntelligenceRoboticsFoundation Models6.8VitesseCompanyIndustrial AutomationOperational Technology6.7ObvioCompanyTraffic SafetyPublic Safety6.4Lithos CarbonCompanyCarbon RemovalEnhanced Weathering5.5Project PrometheusCompanyArtificial IntelligenceMachine-Learning5.46thSenseCompanyRoboticsTactile Sensing5.0Eka RoboticsCompanyRoboticsArtificial IntelligenceMachine-Learning5.0Fern BotCompanyRoboticsReinforcement Learning5.0General InstinctCompanyArtificial IntelligenceMachine-LearningEdge AI5.0MicroagiCompanyArtificial IntelligenceAGIEmbodied AI5.0Origami RoboticsCompanyRoboticsRobotic HandsMachine-Learning5.0Vision Space Inc.CompanyRoboticsSimulationDigital Twin5.0MedraCompanyRoboticsArtificial IntelligenceLife Sciences3.8Collaborative RoboticsCompanyRoboticsCollaborative Robotics3.3

APIs with this tag (0)

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Score breakdown

Frequency
49.5
log-scaled weighted occurrences
Breadth
1.8
spread across providers
Quality lift
17.1
mean composite of providers using it
Cohesion
4.2
strength of nearest seed neighbor

Related tags

Robotics 49 co-occurrences Embodied AI 6 co-occurrences Warehouse Automation 6 co-occurrences Industrial Automation 8 co-occurrences Autonomous Vehicles 6 co-occurrences Autonomous Systems 5 co-occurrences Computer-Vision 14 co-occurrences Foundation Models 5 co-occurrences

Where this tag comes from

Provider tag64

Cohort brief

Auto-generated

The 64 providers in the APIs.io catalog tagged Physical AI, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
64
all scored
Mean Kin Score
15.1
-8.9 vs catalog 24
Mean Agent Readiness
4.7
-7.7 vs catalog 12.4
Spread
3.3–59
median 10.1 · σ 12.5
How the 64 split by band
Exemplar 0Strong 2Developing 3Thin 4Emerging 18Minimal 37
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Discoverability 56.6 61 -4.4 64
Contract Governance 1.8 6.5 -4.7 64
Developer Ergonomics 17 23.4 -6.4 64
Operational Transparency 7 14 -7 64
Access Clarity 16.2 26.5 -10.3 64
Contract Quality 6.8 20.1 -13.3 64

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 6% 10% -4
MCP server (first-party) 9% 13% -4
Agent Skills 0% 0% 0
OAuth scopes 2% 11% -9
Security 100% 96% +4
Arazzo workflows 2% 2% 0
Governance rules 2% 13% -11

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score
  1. 1 Foxglove Technologies 59
  2. 2 MaintainX 55.3
  3. 3 Dexterity 46
  4. 4 Cofactr 45.1
  5. 5 PassiveLogic 40
  6. 6 Ethernovia 35.8
  7. 7 Niantic 30.2
  8. 8 Vention 30
  9. 9 Standard Bots 29.6
  10. 10 Wandelbots 25.8
Top by Agent Readiness
  1. 1 Cofactr 38.3
  2. 2 PassiveLogic 37.2
  3. 3 Ethernovia 37.2
  4. 4 Foxglove Technologies 35.9
  5. 5 MaintainX 32.9
  6. 6 Dexterity 26.8
  7. 7 BrightAI 22.1
  8. 8 Standard Bots 19.2
  9. 9 ZaiNar 16.5
  10. 10 Vention 8.6
All 64 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 20 September 2026, across 27620 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

Work with this as data

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MCP server

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Tools for tags

7 MCP tools reach this
  • find_tagsBrowse and filter every tag in the catalog.
  • get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
  • cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

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This tag
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All tags
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As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/physical-ai"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/physical-ai/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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