established · -0.1 capabilitymarket resourcedomain

Telemetry

Score 26.7 / 100 74 providers +80 via APIs 118 APIs Search apis.io →
Variants seen in the corpus: Telemetrytelemetry

Providers using this tag (74)

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

Exemplar 5 Complete, well-documented, and agent-ready
HoneycombObservabilityTracingDistributed Tracing13 APIs80.6LosantIoTInternet of ThingsDevicesEdge Compute6 APIs79.5The Things Network / The Things StackLoRaWANIoTInternet of ThingsOpen-Source9 APIs78.1Enphase EnergyEnergyUnited StatesSolarDER3 APIs68.6Hubble NetworkCompanyIoTBluetoothSatellite2 APIs68.5
Strong 12 Solid coverage with minor gaps
Kontakt.ioCompanyIoTRTLSHealthcare8 APIs65.3Google Cloud LoggingCloudLoggingMonitoringObservability1 API64.2Cisco Catalyst CenterNetwork AutomationIntent-Based NetworkingNetworkingAssurance27 APIs63.4Grafana LokiCompanyLogsLoggingLog Aggregation3 APIs62.5ThingsBoardIoTInternet of ThingsDevice Management15 APIs62.3Splunk Observability CloudObservabilityAPMMonitoring48 APIs60.8Sift StackObservabilityAerospaceDefense1 API60.6ThingSpeakIoTInternet of ThingsAnalyticsTime Series2 APIs60.6Elastic ObservabilityAIOpsObservabilityAPMLogging1 API58.4Epsilon3CompanyAerospaceSpaceDefense3 APIs57.5Cisco IntersightInfrastructureCloud OperationsData-CenterCompute11 APIs55.8ConvivaAnalyticsStreamingVideoObservability9 APIs55.6
Developing 20 Usable, with meaningful gaps to close
KentikNetwork ObservabilityNetwork MonitoringFlow AnalyticsBGP20 APIs54.1Lunar EnergyEnergyHome BatterySolarVirtual Power Plant2 APIs53.5VoltusEnergyUnited StatesElectricityDemand Response1 API53.5MezmoObservabilityLogsTelemetry Pipeline7 APIs52.6bitdriftCompanyDeveloper ToolsObservabilityMobile1 API51.5TagoIOIoTInternet of ThingsDevicesData Storage1 API51.3ChronosphereObservabilityAIOpsMonitoringMetrics3 APIs51.2Cisco CrossworkNetwork AutomationService ProviderOrchestrationNetworking50 APIs50.9CriblConfigurationData LakeData PipelineData Routing6 APIs46.2CronitorMonitoringCron JobsScheduled TasksAlerting2 APIs45.5May MobilityCompanyAutonomous VehiclesTransportationMobility2 APIs44.6Constellation SpaceCompanySatellitesSpace1 API44.2Voyant.ioArtificial IntelligenceContext ManagementBrand GovernanceProduct Marketing2 APIs43.7CloudZeroBudgetsCloud Cost ManagementCost AllocationCost Optimization1 API43.5Tarana WirelessCompanyNetworkingTelecommunicationsFixed Wireless Access1 API43.5OximyCompanyAI GovernanceLLM ObservabilityAI Adoption1 API43.1StarlinkTelecommunicationsUnited StatesSatelliteBroadband1 API42.3GameAnalyticsAnalyticsGamesGamingPlayer Behavior1 API40.0GuidewheelCompanyManufacturingIndustrial IoTMachine Monitoring1 API39.9Vapor IOCompanyEdge ComputingData CentersColocation2 APIs39.3
Thin 15 Limited public surface area
Axiom ControllerAnalyticsCloud-NativeLoggingMonitoring4 APIs38.1AalyriaCompanyNetworkingSatelliteSpace4 APIs37.9PrometheusMonitoringMetricsObservabilityTime Series2 APIs36.9CalyptiaCompanyInfrastructureObservability1 API35.0Tempus ExCompanySports DataSportsVideo1 API35.0Pica8NetworkingOpen NetworkingSoftware Defined NetworkingNetwork Automation1 API33.7Urban SkyCompanyAerospaceStratospheric BalloonsRemote Sensing1 API33.5FormantRoboticsRobot Fleet ManagementTeleoperationObservability1 API33.2NominalCompanyDeep TechTest and MeasurementHardware1 API31.9UbidotsIoTInternet of ThingsTime Series3 APIs31.0TelemetronCompanyArtificial IntelligenceCustomer-SupportInternet of Things4 APIs28.6BlynkIoTInternet of ThingsNo-CodeLow-Code3 APIs28.0CosmoplatCompanyIndustrial InternetIndustrial IoTInternet of Things1 API27.7OpenF1Formula 1MotorsportReal-Time1 API27.7InfostellarCompanySpaceSatelliteGround Station1 API26.6
Emerging 14 Early or largely undocumented
Moxion Power CoCompanyEnergy StorageMobile PowerBattery6 APIs25.1Tank UtilityPropaneTank MonitoringIoTFuel Delivery1 API24.2Sea Machines RoboticsMarineAutonomyRoboticsMaritime1 API23.8MatternetDrone DeliveryLogisticsHealthcareAutonomous1 API23.0Aria NetworksCompanyNetworkingData-CenterArtificial Intelligence1 API18.4MQTTMQTTMessagingPublish SubscribeIoT2 APIs18.3StreamfoldCompanyOpenTelemetryObservability17.2LiveActionCompanyNetwork MonitoringNetwork ObservabilityNetwork Performance Monitoring16.3Monarch TractorCompanyAgricultureAgTechRobotics14.23DRCompanyDronesUAVRobotics13.7AtomBeamCompanyData CompressionInternet of ThingsEdge Computing13.0Track TitanCompanyConsumerSim Racing12.5UtilidataCompanyEnergyElectric GridUtilities12.5Astera LabsCompanySemiconductorsHardwareAI Infrastructure12.2
Minimal 8 Almost no public developer surface
Data Sciences InternationalCompanyLife SciencesPreclinical ResearchPhysiology10.0TeseracCompanyArtificial IntelligenceData-CenterObservability9.4Cumulus NetworksCompanyNetworkingNetwork Operating SystemLinux7.2DaqstraCompanyTest InfrastructureData AcquisitionAerospace6.4ConstelliCompanyDefenseAerospaceSignal Processing5.5ObservoCompanyData PipelineObservabilitySecurity5.0Observo AiCompanyData PipelineObservabilitySecurity5.0Curtiss-WrightAerospaceAvionicsData AcquisitionDefense3.3

APIs with this tag (115)

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 5 Complete, well-documented, and agent-ready
Optimizely Telemetry APIThe Telemetry API from Optimizely — 2 operation(s) for telemetry.77.4Elastic Stack (ELK Stack) Telemetry APIThe Telemetry API from Elastic Stack (ELK Stack) — 1 operation(s) for telemetry.76.7PAN-OS OpenConfig APIManagement interface for PAN-OS based on OpenConfig standard data models, providing gNMI and gNOI services ...71.1New Relic OpenTelemetry OTLP EndpointNew Relic provides a native OTLP (OpenTelemetry Protocol) endpoint that accepts metrics, traces, and logs f...68.1New Relic Telemetry SDKsThe New Relic Telemetry SDKs are open source client libraries for sending metrics, events, logs, and traces...68.1
Strong 19 Solid coverage with minor gaps
Better Stack Telemetry APIThe Telemetry API from Better Stack — manage log, trace and metric sources, fields, metric expressions, das...65.6Cisco Identity Services Engine Telemetry APIThe telemetry API from Cisco Identity Services Engine — 1 operation(s) for telemetry.65.5Kontakt.io Telemetry APIThe Telemetry API from Kontakt.io — 1 operation(s) for telemetry.65.3Cumulocity MQTT and SmartREST APIConstrained-device MQTT broker fronting the Cumulocity REST API with a CSV-based SmartREST 2.0 payload form...64.4F5 Telemetry Streaming APIDeclarative API for aggregating, normalizing, and forwarding BIG-IP statistics and events to third-party an...63.7Janssen Lock APIJans Lock is the enterprise authorization control plane for the Cedarling PDP — it centralises Cedar policy...63.5Waxell Telemetry APILLM calls, spans, steps, and quality scores recorded against a run60.8OK Capsule Telemetry APIThe Telemetry API from OK Capsule — 2 operation(s) for telemetry.60.7Replicated telemetry APIThe telemetry API from Replicated — 3 operation(s) for telemetry.60.6Sift gRPC APIThe gRPC contract that is Sift's primary API — 51 services and 330 RPCs defined across 66 proto3 files publ...60.6ThingSpeak Update APIWrite a single channel entry via `/update` or push high-volume telemetry via `/channels/{channel_id}/bulk_u...60.6AWS Lambda Telemetry APIThe Lambda Telemetry API lets you collect telemetry data directly from the Lambda execution environment. Ex...60.3PixieBrix Telemetry APIThe telemetry API from PixieBrix — 4 operation(s) for telemetry.60.0Epsilon3 Realtime APISocketIO and webhook realtime interface for integrating third-party systems with running Epsilon3 procedure...57.5ECI MFG Integration Management APIManagement plane for the ECI Manufacturing Integration Engine: companies, API users and credentials, connec...56.6Dagger CloudDagger Cloud is the hosted control plane providing pipeline traces, checks, module observability, and team ...55.9Cisco Intersight Telemetry APIThe telemetry API from Cisco Intersight — 8 operation(s) for telemetry.55.8ERCOT ESR Public Data APIEnergy Storage Resource public data, launched May 29, 2025 per the ERCOT Public Data API release notes, beg...54.6data.world telemetry APIThe telemetry API from data.world — 1 operation(s) for telemetry.54.3
Developing 42 Usable, with meaningful gaps to close
Lunar Energy Telemetry APITime-bucketed per-sensor telemetry readings53.5Voltus Telemetry APIThe Telemetry API from Voltus — 3 operation(s) for telemetry.53.5Socket telemetry APIThe telemetry API from Socket — 1 operation(s) for telemetry.52.5bitdrift Public APIThe bitdrift Capture public API — schema-first protobuf service definitions exposed over gRPC, Connect, and...51.5BNSF Diagnostics APIThe BNSF Diagnostics API exposes an unauthenticated gateway health check that answers 200 with the body ok<...50.8Letta Telemetry APIRun-step traces and observability data.50.3Antimetal Agent APIs (Protobuf)Public protobuf/Connect definitions for the Antimetal system agent — the component that connects customer i...49.9Openwork Telemetry APITelemetry event ingestion and adoption analytics.49.9Axway telemetry APIThe telemetry API from Axway — 1 operation(s) for telemetry.49.4PlayFab Events APIThe PlayFab Events API writes PlayStream and custom telemetry events into PlayFab's pipeline for downstream...48.6Flume Health Telemetry APIThe Telemetry API from Flume Health — 1 operation(s) for telemetry.48.3Val Town telemetry APIThe telemetry API from Val Town — 2 operation(s) for telemetry.47.4OpsMill Telemetry APIThe Telemetry API from OpsMill — 1 operation(s) for telemetry.47.2Golioth LightDB StreamTime-series ingest endpoint for streaming sensor and telemetry data from devices. Stored data can be querie...47.0Dell iDRAC Telemetry Streaming APIServer-Sent Events (SSE) streaming API for real-time telemetry data from Dell PowerEdge servers via iDRAC. ...46.9Epic Online Services Stats APIThe EOS Stats API tracks player statistics over time, providing the data source that powers leaderboards an...46.8Juniper Mist WebSocket Streaming APIMist exposes a WebSocket channel for real-time event subscriptions including device events, location update...46.5agco Telemetry APIRetrieve machine telemetry and sensor data.45.8Moesif Collector APIThe Moesif Collector API is the high-volume ingestion endpoint that receives API event data from server, cl...45.7Brocade SANnav Northbound Streaming APIThe Brocade SANnav Northbound Streaming API enables real-time streaming of SAN telemetry and event data fro...45.2Weka Telemetry APIThe Telemetry API from Weka — 4 operation(s) for telemetry.45.1Unity Analytics APIGame telemetry and live-ops analytics. Client API ingests standard and custom events; reporting surfaces fu...45.0May Mobility Fleet Batch (REST) APIA REST API that returns historical May Mobility vehicle data between two Unix timestamps. Telemetry is retr...44.6May Mobility Fleet Realtime APIA WebSocket streaming API that delivers live May Mobility vehicle data in two modes. Telemetry mode streams...44.6StakPak Telemetry APIThe Telemetry API from StakPak — 1 operation(s) for telemetry.44.5Constellation Space Telemetry APIIngest ground telemetry metrics aligned to the fleet graph.44.2Voyant.io Telemetry APISite visitor tracking with IP geolocation and company enrichment. Identify anonymous visitors.43.7CloudZero Allocation Telemetry APIAllocation Telemetry sends, edits, and deletes allocation telemetry data for splitting cloud cost across cu...43.5CloudZero Unit Metric Telemetry APIUnit Metric Telemetry ingests business metrics that drive unit-economics calculations (cost per customer, c...43.5Tarana Cloud Suite (TCS) Northbound APIThe TCS northbound REST API is how operators wire the Tarana Cloud Suite into their own OSS/BSS: device inv...43.5Unleash Telemetry APIAPI for information about telemetry collection43.5Skydio Control & Telemetry ICDReal-time command and control interface for the Skydio X10D using MAVLink/RAS-A, enabling integration with ...43.3Macrometa Telemetry APIThe Telemetry API from Macrometa — 4 operation(s) for telemetry.43.2Oximy Telemetry APILLM request/response event ingestion.43.1Socket telemetry APIThe telemetry API from Socket — 1 operation(s) for telemetry.42.5Starlink Telemetry Stream APIA low-latency JSON over HTTP streaming API for device telemetry, consumed by repeated small-batch POST requ...42.3Memfault Chunks APIThe Chunks API from Memfault — 1 operation(s) for chunks.42.1Eaton Rack PDU G4 REST APIRESTful API exposed by the Network Management Card (NMC) of Eaton's Rack PDU G4 (formerly Tripp Lite). Lets...41.1Tetrate Service Bridge Observability APIThe TSB Observability API exposes metrics, topology, and service observability data for workloads managed b...40.8Guidewheel REST API v1REST over HTTPS with JSON request/response (CSV supported on specific bulk-load endpoints) for integrating ...39.9Synse Plugin gRPC API (V3Plugin)The internal gRPC API for bi-directional communication between Synse Server and Synse plugins. The publishe...39.3Synse Server API (v3)Synse Server exposes a uniform HTTP and WebSocket API for reading from and writing to physical and virtual ...39.3
Thin 26 Limited public surface area
Marqo Telemetry APIHealth, readiness, and engine-level metadata.38.7Afero Cloud Devices APIThe Afero Cloud Devices API lists the devices linked to an Afero account and, via the expansions query para...38.3Casey's TankLevelApiFuel tank telemetry. Reads the most recent tank level readings and accepts new tank level readings for Case...37.9Spacetime Southbound Interface (SBI / CDPI)The Southbound Interface, also called the Control to Data-plane Interface (CDPI), is the collection of gRPC...37.9Istio Telemetry APIThe Istio Telemetry API (telemetry.istio.io) provides configuration resources for managing observability wi...37.7Mastra Telemetry APIThe Telemetry API from Mastra — 2 operation(s) for telemetry.36.6APIClarity Plugins Telemetry APIThe Swagger 2.0 contract every APIClarity traffic-source plugin implements to push captured traffic into a ...35.3Honeycomb Events APIThe Honeycomb Events API is the lowest-level interface for sending event data to Honeycomb. It supports bot...35.3FusionFeedFusionFeed aggregates sports data and media (schedules, rosters, official and automated statistics, telemet...35.0PICOS RESTCONF / NETCONF / gNMI Device APIStandards-based on-device programmability in the PICOS network operating system. RESTCONF (RFC 8040) expose...33.7Urban Sky SDK (Real-time Balloon Telemetry)Real-time balloon telemetry feed delivered over WebSocket via the Urban Sky SDK (JavaScript and Python, dis...33.5Toyota Telemetry APIReal-time vehicle telemetry data33.4Formant Agent SDKPython client embedded in the `formant` PyPI package (`pip install formant`, `from formant.sdk.agent.v1 imp...33.2Cisco Nexus Dashboard Insights APIAPI for network analytics, telemetry, anomaly detection, and troubleshooting across data center fabrics.31.7Cisco NX-OS gNMI/gRPC APIgRPC Network Management Interface for streaming telemetry and configuration management on Nexus switches.31.7Cisco NX-OS Model-Driven Telemetry APIStreaming telemetry interface for real-time operational data collection from Nexus switches using YANG models.31.7Ubidots Data API v1.6The Ubidots Data API v1.6 provides REST endpoints for sending and retrieving time-series data (dots) from I...31.0Ubidots MQTT APIUbidots supports MQTT for lightweight device telemetry ingestion. Devices publish dots to Ubidots broker to...31.0OpenTelemetry APIOpenTelemetry provides vendor-neutral APIs, SDKs, and instrumentation for generating traces, metrics, and l...30.8Lightstep APIThe Lightstep API provides programmatic access to observability data including traces, spans, streams, dash...29.2Hiive Platform APIHiive is Newfold's site-connection platform API. The GPL-licensed Newfold data module (wp-module-data), ins...29.1Blynk Device HTTPS APIToken-authenticated HTTPS REST API used by individual devices to read and write datastream values, batch up...28.0COSMOPlat IoT Telemetry (MQTT)The MQTT publish/subscribe surface of the COSMOPlat IoT development platform, documented in 数据流转引擎 (data fl...27.7OpenF1 Telemetry APIThe Telemetry API from OpenF1 — 2 operation(s) for telemetry.27.7Knight Frank Telemetry APIThe Telemetry API from Knight Frank — 1 operation(s) for telemetry.27.3StellarStation APIPublic gRPC API for the StellarStation ground-station-as-a-service platform. Lets satellite operators list ...26.6
Emerging 23 Early or largely undocumented
Electrify America Sessions APIAPI for initiating, monitoring, and retrieving data for EV charging sessions. Enables partner applications ...25.7LangKitLangKit is an open-source toolkit that extracts telemetry from LLM prompts and responses including relevanc...25.2Ki Insurance Telemetry APIThe Telemetry API from Ki Insurance — 1 operation(s) for telemetry.24.2Kuehne+Nagel Telemetry APITelemetry assigned to a cargo item (PACKAGE/CONTAINER/UNKNOWN).23.9FleetViewerBrowser-based fleet monitoring and analysis platform for SM300-equipped vessels, offering real-time and his...23.8SMLink Streaming-APIPartner-gated interface announced September 2025 that delivers real-time SM300 vessel telemetry and data fe...23.8FusionFeedFusionFeed is Infinite Athlete's sports and performance data API, built on the Tempus Ex platform. It provi...23.2AOS-CX Network Analytics Engine (NAE)The Network Analytics Engine (NAE) is the on-box programmable telemetry and analytics framework that runs P...23.1Cheniere LNG Connection Pipeline Informational Postings APIThe public, unauthenticated JSON API behind Cheniere's LNG Connection site, which publishes the FERC-mandat...23.1Apache SkyWalking gRPC Data Collect ProtocolThe SkyWalking data collection protocol defines gRPC service definitions for telemetry data ingestion from ...22.8SMI Traffic MetricsTraffic Metrics is "a resource that provides a common integration point for tools that can benefit by consu...22.6MQTT ProtocolMQTT (Message Queuing Telemetry Transport, ISO/IEC 20922) is a lightweight pub/sub messaging protocol widel...19.9Greymatter Analytics APIThe Greymatter Analytics layer provides observability APIs that unify telemetry, audit trails, and zero tru...19.5Mobile Center Streaming APIsMobile Center APIs from Highway 9 Networks enable partners to integrate configuration, device management, m...18.7Aria APIThe Aria API is the REST control surface for the Aria Networks Deep Networking platform. Its unauthenticate...18.4Captain Peter APIAPI for the Captain Peter remote-monitoring service for refrigerated containers; surfaces temperature, humi...17.7CropX Telemetry GatewaysTD-series cellular telemetry gateways that connect CropX and third-party sensors to the CropX cloud.17.4Universal Robots Real-Time Data Exchange (RTDE)Real-Time Data Exchange is Universal Robots' synchronous binary TCP protocol on port 30004 that lets extern...17.0Universal Robots Real-Time InterfaceBinary state interface on port 30003 emitting robot state at the 125 Hz / 500 Hz controller cycle. Predates...17.0Ecorobotix Portal APIThe authenticated REST API behind the Ecorobotix cloud portal at portal.ecorobotix.cloud, which customers u...16.9teamplay Receiver Plug-in APIPlug-in surface for the teamplay receiver, the on-premises agent that collects operational and clinical tel...15.3Bosch IoT InsightsBosch IoT Insights collects, processes, stores, assesses, and visualizes IoT data. The service provides tel...13.3AutoTrac Telemetria APIThe AutoTrac Telemetria platform provides real-time vehicle telemetry data including speed, fuel consumptio...12.6

Companies reaching this through an API (80)

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 Antimetal Apache SkyWalking APIClarity AutoTrac AWS Lambda Axway Better Stack BNSF Bosch Brocade Casey's General Stores Cheniere Energy Cisco Identity Services Engine Cisco Nexus Dashboard CropX Cumulocity Dagger data.world Dell Servers Eaton ECI Solutions Ecorobotix Elastic Stack (ELK Stack) Electrify America Epic Games ERCOT F5 Flume Health GE Vernova Gluu Golioth Greymatter Highway9 Honeycomb HPE Aruba Networking Infinite Athlete Istio Juniper Mist AI Ki Insurance Knight Frank Kuehne+Nagel Letta Lightstep Macrometa Maersk Marqo Mastra Memfault
Show all 80 companies ↓
Moesif New Relic Newfold OK Capsule Openwork OpsMill Optimizely Palo Alto Networks PixieBrix PlayFab Replicated SCADA Scalable Software and Systems Service Mesh Interface (SMI) Siemens Healthineers Skydio Socket Socket StakPak Tetrate Toyota Unity Universal Robots Unleash Val Town Viridi Waxell Weka WhyLabs Xpansiv

Score breakdown

Frequency
64.4
log-scaled weighted occurrences
Breadth
2.0
spread across providers
Quality lift
43.2
mean composite of providers using it
Cohesion
10.0
strength of nearest seed neighbor

Related tags

Observability 47 co-occurrences OpenTelemetry 14 co-occurrences Device Management 15 co-occurrences Monitoring 33 co-occurrences MQTT 10 co-occurrences Internet of Things 13 co-occurrences Metrics 24 co-occurrences Logging 11 co-occurrences

Where this tag comes from

Provider tag74
Api tag117
Openapi tag37
Openapi op tag99

Cohort brief

Auto-generated

The 72 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
72
all scored
Mean Kin Score
39
+15.1 vs catalog 23.9
Mean Agent Readiness
23.4
+11.4 vs catalog 12
Spread
3.3–80.6
median 39.6 · σ 19.7
How the 72 split by band
Exemplar 5Strong 12Developing 20Thin 15Emerging 14Minimal 6
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 45.9 23.4 +22.5 72
Operational Transparency 34.4 14 +20.4 72
Contract Quality 36.6 19.8 +16.8 72
Access Clarity 37.3 26.5 +10.8 72
Discoverability 66.9 61.2 +5.7 72
Contract Governance 11 6.4 +4.6 72

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) 26% 10% +16
MCP server (first-party) 29% 13% +16
Agent Skills 0% 0% 0
OAuth scopes 25% 11% +14
Security 100% 97% +3
Arazzo workflows 4% 2% +2
Governance rules 19% 14% +5

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 Honeycomb 80.6
  2. 2 Losant 79.5
  3. 3 The Things Network / The Things Stack 78.1
  4. 4 Enphase Energy 68.6
  5. 5 Hubble Network 68.5
  6. 6 Kontakt.io 65.3
  7. 7 Google Cloud Logging 64.2
  8. 8 Cisco Catalyst Center 63.4
  9. 9 Grafana Loki 62.5
  10. 10 ThingsBoard 62.3
Top by Agent Readiness
  1. 1 Losant 62.3
  2. 2 Chronosphere 56.6
  3. 3 Conviva 53.6
  4. 4 Kontakt.io 51.8
  5. 5 Grafana Loki 49.8
  6. 6 Honeycomb 47.1
  7. 7 Google Cloud Logging 46.8
  8. 8 Sift Stack 39.7
  9. 9 Starlink 38.3
  10. 10 Cisco Catalyst Center 37.4
All 74 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 15 September 2026, across 27661 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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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 →

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The distribution (Pro) 
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