established · -1.5 capabilitymarket resourcedomain

Telemetry

Score 24.9 / 100 84 providers +90 via APIs 132 APIs Search apis.io →
Business capabilities this tag reaches
SaaS Platform Operations Management 5 Product Telemetry & Experimentation Management 4 Farm Land & Asset Management 1 Connected Product & Firmware Management 1 Shipment Visibility & Tracking Management 1 Vehicle Connected Services Management 1

Providers using this tag (84)

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

Exemplar 8 Complete, well-documented, and agent-ready
Google Cloud LoggingCloudLoggingMonitoringObservability3 APIs76.2LosantIoTDevicesEdge ComputeEmbedded1 API75.7AWS LambdaServerlessMonitoringObservabilityLogging19 APIs75.0The Things Network / The Things StackLoRaWANIoTOpen SourceNetwork Server9 APIs74.4Kontakt.ioCompanyIoTRTLSHealthcare4 APIs72.6Hubble NetworkCompanyIoTBluetoothSatellite2 APIs71.7HoneycombObservabilityAnalyticsData Management1 API71.6Enphase EnergyEnergyUnited StatesSolarDER3 APIs68.6
Strong 15 Solid coverage with minor gaps
KentikNetwork ObservabilityNetwork MonitoringFlow AnalyticsBGP20 APIs62.6Sift StackObservabilityAerospaceDefense1 API60.6kairossignal-comCompanyDePINData APICryptocurrency2 APIs60.0ChronosphereObservabilityAIOpsMonitoringMetrics4 APIs59.5bitdriftCompanyDeveloper ToolsObservabilityMobile1 API58.4llmintel-aiArtificial IntelligenceCostObservability1 API57.7Splunk Observability CloudObservabilityAPMMonitoring48 APIs65.8Elastic ObservabilityAIOpsObservabilityAPMLogging1 API65.1Grafana LokiCompanyLogsLoggingLog Aggregation3 APIs64.9Cisco Catalyst CenterNetwork AutomationIntent-Based NetworkingNetworkingAssurance27 APIs61.5Epsilon3CompanyAerospaceSpaceDefense3 APIs60.5Cisco IntersightInfrastructureCloud OperationsData CenterCompute11 APIs60.1ConvivaAnalyticsStreamingVideoObservability9 APIs58.3ThingsBoardIoTDevice ManagementOpen Source15 APIs58.1VoltusEnergyUnited StatesElectricityDemand Response1 API54.4
Developing 17 Usable, with meaningful gaps to close
GreprCompanyObservabilityArtificial Intelligence1 API53.4ThingSpeakIoTAnalyticsTime SeriesMQTT2 APIs53.0CriblConfigurationData LakeData PipelineData Routing6 APIs51.6Constellation SpaceCompanySatelliteSpace1 API47.5DomainDriftSecurityMonitoringDomain1 API46.2ApicaCompanyObservabilityArtificial Intelligence1 API44.4MezmoObservabilityLogsTelemetry Pipeline7 APIs42.8Cisco CrossworkNetwork AutomationService ProvidersOrchestrationNetworking50 APIs53.3OximyCompanyAI GovernanceLLM ObservabilityAI Adoption1 API51.8StarlinkNon-Terrestrial NetworkStarlinkTelecommunicationsUnited States1 API50.0May MobilityCompanyAutonomous VehiclesTransportationMobility2 APIs49.5Voyant.ioArtificial IntelligenceContext ManagementBrand GovernanceProduct Marketing2 APIs47.6TagoIOIoTDevicesData StorageDashboards1 API46.5NominalCompanyDeep TechTest and MeasurementHardware2 APIs45.2CloudZeroBudgetsCloud Cost ManagementCost AllocationCost Optimization1 API44.3Tarana WirelessCompanyNetworkingTelecommunicationsFixed Wireless Access1 API43.7GuidewheelCompanyManufacturingIndustrial IoTMachine Monitoring1 API41.3
Thin 18 Limited public surface area
CalyptiaCompanyInfrastructureObservability1 API39.0Axiom ControllerAnalyticsCloud-NativeLoggingMonitoring4 APIs38.2TelemetronCompanyArtificial IntelligenceCustomer ServiceIoT4 APIs33.0TeroCompanyObservabilityCost-Reduction1 API29.3G86 RacingMotorsportsLap TimingMobile App1 API26.6Mozilla GleanSDKOpen SourceData Engineering26.3Pica8NetworkingOpen NetworkingSoftware Defined NetworkingNetwork Automation1 API38.3Vapor IOCompanyEdge ComputingData CenterColocation2 APIs38.2AalyriaCompanyNetworkingSatelliteSpace4 APIs37.9Lunar EnergyEnergyHome BatterySolarVirtual Power Plant2 APIs37.9CronitorMonitoringCron JobsScheduled TasksAlerting1 API37.1PrometheusPrometheusMonitoringMetricsObservability2 APIs35.9Urban SkyCompanyAerospaceStratospheric BalloonsRemote Sensing1 API34.8Tempus ExCompanySports DataSportsVideo1 API33.5GameAnalyticsAnalyticsGamesGamingPlayer Behavior1 API32.6CosmoplatCompanyIndustrial InternetIndustrial IoTIoT1 API32.1FormantRoboticsRobot Fleet ManagementTeleoperationObservability1 API31.0BlynkIoTNo-CodeLow-CodeConnected Devices3 APIs28.2
Emerging 17 Early or largely undocumented
F1LapsF1GamingEsports1 API26.0OpenF1Formula 1MotorsportsReal-Time1 API25.6UbidotsIoTTime SeriesMQTT3 APIs19.9MQTTMQTTMessagingPublish SubscribeIoT2 APIs15.4StreamfoldCompanyOpenTelemetryObservability14.8Track TitanCompanyConsumerSim Racing13.1Tank UtilityPropaneTank MonitoringIoTFuel Delivery1 API26.0InfostellarCompanySpaceSatelliteGround Station1 API25.6Aria NetworksCompanyNetworkingData CenterArtificial Intelligence1 API21.7LiveActionCompanyNetwork MonitoringNetwork ObservabilityNetwork Performance Monitoring16.6MatternetDrone DeliveryLogisticsHealthcareAutonomous1 API15.5Sea Machines RoboticsMarineAutonomyRoboticsMaritime1 API15.3AtomBeamCompanyData CompressionIoTEdge Computing14.7Astera LabsCompanySemiconductorsHardwareAI Infrastructure14.53DRCompanyDronesUAVRobotics13.5UtilidataCompanyEnergyElectric GridUtilities13.3Monarch TractorCompanyAgricultureAgTechRobotics13.2
Minimal 9 Almost no public developer surface
TeseracCompanyArtificial IntelligenceData CenterObservability8.7ObservoCompanyData PipelineObservabilitySecurity2.6Scan My TeslaCompanyAutomotiveDiagnostics1 API9.9Data Sciences InternationalCompanyLife SciencesPreclinical ResearchPhysiology8.3Cumulus NetworksCompanyNetworkingNetwork Operating SystemLinux5.4DaqstraCompanyTest InfrastructureData AcquisitionAerospace4.2ConstelliCompanyDefenseAerospaceSignal Processing3.0Curtiss-WrightAerospaceAvionicsData AcquisitionDefense3.0Moxion Power CoCompanyEnergy StorageMobile PowerBattery6 APIs0.0

APIs with this tag (132)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Exemplar 16 Complete, well-documented, and agent-ready
Elastic Stack (ELK Stack) Telemetry APIThe Telemetry API from Elastic Stack (ELK Stack) — 1 operation(s) for telemetry.80.8Progress Software Telemetry APIThe Telemetry API from Progress Software — 1 operation(s) for telemetry.78.6Optimizely Telemetry APIThe Telemetry API from Optimizely — 2 operation(s) for telemetry.78.1EvalGate Telemetry APIThe telemetry API from EvalGate — 2 operation(s) for telemetry.75.2AWS Lambda Telemetry APIThe Lambda Telemetry API lets you collect telemetry data directly from the Lambda execution environment. Ex...75.0F5 Telemetry Streaming APIDeclarative API for aggregating, normalizing, and forwarding BIG-IP statistics and events to third-party an...74.7New Relic OpenTelemetry OTLP EndpointNew Relic provides a native OTLP (OpenTelemetry Protocol) endpoint that accepts metrics, traces, and logs f...74.4New Relic Telemetry SDKsThe New Relic Telemetry SDKs are open source client libraries for sending metrics, events, logs, and traces...74.4Kontakt.io Telemetry APIThe Telemetry API from Kontakt.io — 1 operation(s) for telemetry.72.6Moesif Collector APIThe Moesif Collector API is the high-volume ingestion endpoint that receives API event data from server, cl...71.7Honeycomb Events APIThe Honeycomb Events API is the lowest-level interface for sending event data to Honeycomb. It supports bot...71.6Replicated Telemetry APIThe telemetry API from Replicated — 3 operation(s) for telemetry.71.1Better Stack Telemetry APIThe Telemetry API from Better Stack — manage log, trace and metric sources, fields, metric expressions, das...70.7CrawlCheck Telemetry APIThe Telemetry API from CrawlCheck — 1 operation(s) for telemetry.69.6PAN-OS OpenConfig APIManagement interface for PAN-OS based on OpenConfig standard data models, providing gNMI and gNOI services ...68.8Cumulocity MQTT and SmartREST APIConstrained-device MQTT broker fronting the Cumulocity REST API with a CSV-based SmartREST 2.0 payload form...68.5
Strong 20 Solid coverage with minor gaps
Red Hat Ansible Automation Platform Telemetry APIThe telemetry API from Red Hat Ansible Automation Platform — 1 operation(s) for telemetry.66.2PixieBrix Telemetry APIThe telemetry API from PixieBrix — 4 operation(s) for telemetry.65.7Openwork Telemetry APITelemetry event ingestion and adoption analytics.65.5Orq.ai Telemetry APIUnified query envelope for traces, metrics, and logs. One request shape, one filter dialect, and one respon...64.3Cotal Telemetry APIThe Telemetry API from Cotal — 1 operation(s) for telemetry.62.1Cisco Identity Services Engine Telemetry APIThe telemetry API from Cisco Identity Services Engine — 1 operation(s) for telemetry.61.7Sift gRPC APIThe gRPC contract that is Sift's primary API — 51 services and 330 RPCs defined across 66 proto3 files publ...60.6Epsilon3 Realtime APISocketIO and webhook realtime interface for integrating third-party systems with running Epsilon3 procedure...60.5Cisco Intersight Telemetry APIThe telemetry API from Cisco Intersight — 8 operation(s) for telemetry.60.1Dagger CloudDagger Cloud is the hosted control plane providing pipeline traces, checks, module observability, and team ...58.9OK Capsule Telemetry APIThe Telemetry API from OK Capsule — 2 operation(s) for telemetry.58.6Antimetal Agent APIs (Protobuf)Public protobuf/Connect definitions for the Antimetal system agent — the component that connects customer i...58.4bitdrift Public APIThe bitdrift Capture public API — schema-first protobuf service definitions exposed over gRPC, Connect, and...58.4Alpic Telemetry APIThe telemetry API from Alpic — 2 operation(s) for telemetry.58.1llmintel-ai Telemetry APIIngest runtime model usage for cost analysis and model discovery.57.7Junos Telemetry Interface (JTI)Streaming telemetry from Junos and Junos EVO devices to a collector over gRPC (gNMI and native sensors) or ...57.3CHIRP Wireless Telemetry APIThe Telemetry API from CHIRP Wireless — 3 operation(s) for telemetry.56.7Socket Telemetry APIThe telemetry API from Socket — 1 operation(s) for telemetry.56.2Avnet Telemetry APITelemetry Module Api List55.8Voltus Telemetry APIThe Telemetry API from Voltus — 3 operation(s) for telemetry.54.4
Developing 39 Usable, with meaningful gaps to close
PlayFab Events APIThe PlayFab Events API writes PlayStream and custom telemetry events into PlayFab's pipeline for downstream...54.2Axway Telemetry APIThe telemetry API from Axway — 1 operation(s) for telemetry.53.3ThingSpeak Update APIWrite a single channel entry via `/update` or push high-volume telemetry via `/channels/{channel_id}/bulk_u...53.0ECI Solutions Telemetry APIThe Telemetry API from ECI Solutions — 4 operation(s) for telemetry.52.8Waxell Telemetry APILLM calls, spans, steps, and quality scores recorded against a run52.6AgenTrux Telemetry APIThe telemetry API from AgenTrux — 1 operation(s) for telemetry.52.5Oximy Telemetry APILLM request/response event ingestion.51.8getlulu-dev Telemetry APIThe Telemetry API from getlulu-dev — 1 operation(s) for telemetry.51.6ERCOT ESR Public Data APIEnergy Storage Resource public data, launched May 29, 2025 per the ERCOT Public Data API release notes, beg...51.5OpsMill Telemetry APIThe Telemetry API from OpsMill — 1 operation(s) for telemetry.51.5AiFinPay Telemetry APItelemetry router — see backend/routes/telemetry.js51.3Letta Telemetry APIRun-step traces and observability data.51.1Flume Health Telemetry APIThe Telemetry API from Flume Health — 1 operation(s) for telemetry.50.0Starlink Telemetry Stream APIA low-latency JSON over HTTP streaming API for device telemetry, consumed by repeated small-batch POST requ...50.0May Mobility Fleet Batch (REST) APIA REST API that returns historical May Mobility vehicle data between two Unix timestamps. Telemetry is retr...49.5May Mobility Fleet Realtime APIA WebSocket streaming API that delivers live May Mobility vehicle data in two modes. Telemetry mode streams...49.5Weka Telemetry APIThe Telemetry API from Weka — 4 operation(s) for telemetry.48.8Proficy Operations Hub REST APIsTwo REST surfaces on an Operations Hub installation. The integration APIs let a third-party server authenti...47.6Voyant.io Telemetry APISite visitor tracking with IP geolocation and company enrichment. Identify anonymous visitors.47.6Constellation Space Telemetry APIIngest ground telemetry metrics aligned to the fleet graph.47.5agco Telemetry APIRetrieve machine telemetry and sensor data.46.8Macrometa Telemetry APIThe Telemetry API from Macrometa — 4 operation(s) for telemetry.45.5Juniper Mist WebSocket Streaming APIMist exposes a WebSocket channel for real-time event subscriptions including device events, location update...45.4Val Town Telemetry APIThe telemetry API from Val Town — 2 operation(s) for telemetry.45.1Golioth LightDB StreamTime-series ingest endpoint for streaming sensor and telemetry data from devices. Stored data can be querie...44.6data.world Telemetry APIThe telemetry API from data.world — 1 operation(s) for telemetry.44.4CloudZero Allocation Telemetry APIAllocation Telemetry sends, edits, and deletes allocation telemetry data for splitting cloud cost across cu...44.3CloudZero Unit Metric Telemetry APIUnit Metric Telemetry ingests business metrics that drive unit-economics calculations (cost per customer, c...44.3Dell iDRAC Telemetry Streaming APIServer-Sent Events (SSE) streaming API for real-time telemetry data from Dell PowerEdge servers via iDRAC. ...44.2SenseOn APISenseOn API as documented publicly: 30 operations. Contract generated from the documentation by API Evangel...44.2Epic Online Services Stats APIThe EOS Stats API tracks player statistics over time, providing the data source that powers leaderboards an...44.1Tarana Cloud Suite (TCS) Northbound APIThe TCS northbound REST API is how operators wire the Tarana Cloud Suite into their own OSS/BSS: device inv...43.7Brocade SANnav Northbound Streaming APIThe Brocade SANnav Northbound Streaming API enables real-time streaming of SAN telemetry and event data fro...43.6StakPak Telemetry APIThe Telemetry API from StakPak — 1 operation(s) for telemetry.43.4Unleash Telemetry APIAPI for information about telemetry collection42.7Open Mobility Foundation Telemetry APIThe Telemetry API from Open Mobility Foundation — 1 operation(s) for telemetry.41.9Guidewheel REST API v1REST over HTTPS with JSON request/response (CSV supported on specific bulk-load endpoints) for integrating ...41.3Marqo Telemetry APIHealth, readiness, and engine-level metadata.41.2SNHP Telemetry APIOpt-in data sharing + GDPR (export/delete)41.1
Thin 30 Limited public surface area
Afero Cloud Devices APIThe Afero Cloud Devices API lists the devices linked to an Afero account and, via the expansions query para...39.2Cisco Nexus Dashboard Insights APIAPI for network analytics, telemetry, anomaly detection, and troubleshooting across data center fabrics.39.2Cisco NX-OS gNMI/gRPC APIgRPC Network Management Interface for streaming telemetry and configuration management on Nexus switches.39.2Cisco NX-OS Model-Driven Telemetry APIStreaming telemetry interface for real-time operational data collection from Nexus switches using YANG models.39.2Skydio Control & Telemetry ICDReal-time command and control interface for the Skydio X10D using MAVLink/RAS-A, enabling integration with ...39.2PICOS RESTCONF / NETCONF / gNMI Device APIStandards-based on-device programmability in the PICOS network operating system. RESTCONF (RFC 8040) expose...38.3Synse Plugin gRPC API (V3Plugin)The internal gRPC API for bi-directional communication between Synse Server and Synse plugins. The publishe...38.2Synse Server API (v3)Synse Server exposes a uniform HTTP and WebSocket API for reading from and writing to physical and virtual ...38.2Lunar Energy Telemetry APITime-bucketed per-sensor telemetry readings37.9Spacetime Southbound Interface (SBI / CDPI)The Southbound Interface, also called the Control to Data-plane Interface (CDPI), is the collection of gRPC...37.9Mastra Telemetry APIThe Telemetry API from Mastra — 2 operation(s) for telemetry.37.8Agent Module Telemetry APIThe Telemetry API from Agent Module — 1 operation(s) for telemetry.37.1Cronitor Telemetry APISend events from jobs and heartbeats. Served from cronitor.link.37.1APIClarity Telemetry APIThe Telemetry API from APIClarity — 1 operation(s) for telemetry.36.4Tetrate Service Bridge Observability APIThe TSB Observability API exposes metrics, topology, and service observability data for workloads managed b...36.2InfraPulse Telemetry APIThe telemetry API from InfraPulse — 6 operation(s) for telemetry.35.0Urban Sky SDK (Real-time Balloon Telemetry)Real-time balloon telemetry feed delivered over WebSocket via the Urban Sky SDK (JavaScript and Python, dis...34.8Istio Telemetry APIThe Istio Telemetry API (telemetry.istio.io) provides configuration resources for managing observability wi...34.5Memfault Chunks Ingestion APIUpload chunks of data (events, traces, coredumps, metrics) from devices into Memfault, typically called by ...33.9FusionFeedFusionFeed aggregates sports data and media (schedules, rosters, official and automated statistics, telemet...33.5GoodLeads Telemetry APIThe telemetry API from GoodLeads — 1 operation(s) for telemetry.33.4Trajectory Telemetry APIThe telemetry API from Trajectory — 1 operation(s) for telemetry.33.0Physical Capability Cloud Telemetry APIThe Telemetry API from Physical Capability Cloud — 9 operation(s) for telemetry.32.8Hiive Platform APIHiive is Newfold's site-connection platform API. The GPL-licensed Newfold data module (wp-module-data), ins...32.3COSMOPlat IoT Telemetry (MQTT)The MQTT publish/subscribe surface of the COSMOPlat IoT development platform, documented in 数据流转引擎 (data fl...32.1Eaton Rack PDU G4 REST APIRESTful API exposed by the Network Management Card (NMC) of Eaton's Rack PDU G4 (formerly Tripp Lite). Lets...31.0Formant Agent SDKPython client embedded in the `formant` PyPI package (`pip install formant`, `from formant.sdk.agent.v1 imp...31.0Toyota Telemetry APIReal-time vehicle telemetry data31.0Blynk Device HTTPS APIToken-authenticated HTTPS REST API used by individual devices to read and write datastream values, batch up...28.2Agentberg Telemetry APIThe Telemetry API from Agentberg — 2 operation(s) for telemetry.26.5
Emerging 24 Early or largely undocumented
OpenF1 Telemetry APIThe Telemetry API from OpenF1 — 2 operation(s) for telemetry.25.6StellarStation APIPublic gRPC API for the StellarStation ground-station-as-a-service platform. Lets satellite operators list ...25.6Lightstep APIThe Lightstep API provides programmatic access to observability data including traces, spans, streams, dash...25.2Ki Insurance Telemetry APIThe Telemetry API from Ki Insurance — 1 operation(s) for telemetry.24.4FusionFeedFusionFeed is Infinite Athlete's sports and performance data API, built on the Tempus Ex platform. It provi...23.6Kuehne+Nagel Telemetry APITelemetry assigned to a cargo item (PACKAGE/CONTAINER/UNKNOWN).22.7Aria APIThe Aria API is the REST control surface for the Aria Networks Deep Networking platform. Its unauthenticate...21.7Apache SkyWalking gRPC Data Collect ProtocolThe SkyWalking data collection protocol defines gRPC service definitions for telemetry data ingestion from ...21.6AOS-CX Network Analytics Engine (NAE)The Network Analytics Engine (NAE) is the on-box programmable telemetry and analytics framework that runs P...20.7Cheniere Energy Telemetry APIClient-side error reporting sink.20.5Ubidots Data API v1.6The Ubidots Data API v1.6 provides REST endpoints for sending and retrieving time-series data (dots) from I...19.9Ubidots MQTT APIUbidots supports MQTT for lightweight device telemetry ingestion. Devices publish dots to Ubidots broker to...19.9Genesis Conductor APIGenesis Conductor API as documented publicly: 7 operations. Contract generated from the documentation by AP...19.4Mobile Center Streaming APIsMobile Center APIs from Highway 9 Networks enable partners to integrate configuration, device management, m...18.9Ecorobotix Portal APIThe authenticated REST API behind the Ecorobotix cloud portal at portal.ecorobotix.cloud, which customers u...18.6Electrify America Sessions APIAPI for initiating, monitoring, and retrieving data for EV charging sessions. Enables partner applications ...17.1teamplay Receiver Plug-in APIPlug-in surface for the teamplay receiver, the on-premises agent that collects operational and clinical tel...16.8MQTT ProtocolMQTT (Message Queuing Telemetry Transport, ISO/IEC 20922) is a lightweight pub/sub messaging protocol widel...15.9Universal Robots Real-Time Data Exchange (RTDE)Real-Time Data Exchange is Universal Robots' synchronous binary TCP protocol on port 30004 that lets extern...15.9Universal Robots Real-Time InterfaceBinary state interface on port 30003 emitting robot state at the 125 Hz / 500 Hz controller cycle. Predates...15.9Greymatter Analytics APIThe Greymatter Analytics layer provides observability APIs that unify telemetry, audit trails, and zero tru...15.6Bosch IoT InsightsBosch IoT Insights collects, processes, stores, assesses, and visualizes IoT data. The service provides tel...15.3FleetViewerBrowser-based fleet monitoring and analysis platform for SM300-equipped vessels, offering real-time and his...15.3SMLink Streaming-APIPartner-gated interface announced September 2025 that delivers real-time SM300 vessel telemetry and data fe...15.3
Minimal 3 Almost no public developer surface
AutoTrac Telemetria APIThe AutoTrac Telemetria platform provides real-time vehicle telemetry data including speed, fuel consumptio...10.4CropX Telemetry GatewaysTD-series cellular telemetry gateways that connect CropX and third-party sensors to the CropX cloud.7.3LangKitLangKit is an open-source toolkit that extracts telemetry from LLM prompts and responses including relevanc...0.0

Companies reaching this through an API (90)

These companies publish an API, specification or operation carrying “Telemetry” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

Afero Agco Agent Module Agentberg AgenTrux AiFinPay Alpic Antimetal Apache SkyWalking APIClarity AutoTrac Avnet Axway Better Stack Bosch Brocade Cheniere Energy CHIRP Wireless Cisco Identity Services Engine Cisco Nexus Dashboard Cotal CrawlCheck CropX Cumulocity Dagger data.world Dell Servers Eaton ECI Solutions Ecorobotix Elastic Stack Electrify America Epic Games ERCOT EvalGate F5 Flume Health GE Vernova Genesis Conductor getlulu-dev Golioth GoodLeads Greymatter Highway9 HPE Aruba Networking Infinite Athlete InfraPulse Istio Juniper Mist AI Juniper Networks
Show all 90 companies ↓
Ki Insurance Kuehne+Nagel Letta Lightstep Macrometa Marqo Mastra Memfault Moesif New Relic Newfold OK Capsule Open Mobility Foundation Openwork OpsMill Optimizely Orq.ai Palo Alto Networks Physical Capability Cloud PixieBrix PlayFab Progress Software Red Hat Ansible Automation Platform Replicated SCADA SenseOn Siemens Healthineers Skydio SNHP Socket StakPak Tetrate Toyota Trajectory Universal Robots Unleash Val Town Waxell Weka WhyLabs

Score breakdown

Frequency
61.8
log-scaled weighted occurrences
Breadth
1.1
spread across providers
Quality lift
38.9
mean composite of providers using it
Cohesion
9.6
strength of nearest seed neighbor

Related tags

Observability 48 co-occurrences Device Management 17 co-occurrences OpenTelemetry 13 co-occurrences MQTT 10 co-occurrences Monitoring 36 co-occurrences Devices 19 co-occurrences Metrics 26 co-occurrences Logging 11 co-occurrences

Where this tag comes from

Provider tag84
Api tag130
Openapi tag57
Openapi op tag140

Cohort brief

Auto-generated

The 79 providers in the APIs.io catalog tagged Telemetry, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
79
of 84 in the catalog
Mean Kin Score
39.3
+15.2 vs catalog 24.1
Mean Agent Readiness
24.7
+10.6 vs catalog 14.1
Spread
0–76.2
median 38.3 · σ 20.8
How the 79 split by band
Exemplar 8Strong 13Developing 17Thin 17Emerging 17Minimal 7
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 45.8 24.5 +21.3 79
Operational Transparency 30.8 13.2 +17.6 79
Contract Quality 35.1 18.6 +16.5 79
Access Clarity 39.5 30 +9.5 79
Discoverability 66.3 59.1 +7.2 79
Contract Governance 15.2 9.7 +5.5 79

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) 30% 18% +12
MCP server (first-party) 29% 16% +13
Agent Skills 0% 0% 0
OAuth scopes 24% 13% +11
Security 100% 99% +1
Arazzo workflows 5% 1% +4
Governance rules 57% 36% +21

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 Google Cloud Logging 76.2
  2. 2 Losant 75.7
  3. 3 AWS Lambda 75
  4. 4 The Things Network / The Things Stack 74.4
  5. 5 Kontakt.io 72.6
  6. 6 Hubble Network 71.7
  7. 7 Honeycomb 71.6
  8. 8 Enphase Energy 68.6
  9. 9 Splunk Observability Cloud 65.8
  10. 10 Elastic Observability 65.1
Top by Agent Readiness
  1. 1 Losant 65.4
  2. 2 Chronosphere 59.6
  3. 3 Kontakt.io 57.3
  4. 4 Honeycomb 56.3
  5. 5 Conviva 53.6
  6. 6 Google Cloud Logging 50.5
  7. 7 Epsilon3 50
  8. 8 Grafana Loki 49.8
  9. 9 AWS Lambda 46.5
  10. 10 llmintel-ai 45.6
All 84 members of this roster resolve to a provider in the catalog; 79 carry a score (94%). The figures above describe the scored members only.
Coverage caveat. 55 of 79 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 14 November 2026, across 41591 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.

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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.
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