Instrumentation
Variants seen in the corpus:
Instrumentationinstrumentation
Providers using this tag (19)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Developing 5 Usable, with meaningful gaps to close
PositPosit, PBC (formerly RStudio) builds open-source and enterprise software for data science teams working in ...Arize AIArize AI is an AI engineering and observability platform for LLM applications, agents, and traditional ML s...PrometheusAn open-source systems monitoring and alerting toolkit originally built at SoundCloud. Prometheus collects ...Nine FivesNine Fives builds modern, simple-to-use RF (radio frequency) test equipment for next-generation spacecraft,...OpenTelemetryVendor-neutral open-source observability framework for cloud-native software, providing a collection of too...
Thin 3 Limited public surface area
Liquid InstrumentsLiquid Instruments builds Moku, a family of software-defined, FPGA-reconfigurable test-and-measurement hard...HYPERLABSHYPERLABS, Inc. designs and manufactures signal-integrity products for high-speed digital and datacom test ...Teledyne TechnologiesTeledyne Technologies Incorporated is a leading provider of sophisticated digital imaging products and soft...
Emerging 2 Early or largely undocumented
Minimal 9 Almost no public developer surface
OpenLLMetryOpenLLMetry is an open-source observability framework for LLM and generative AI applications, built on top ...MKS InstrumentsMKS Instruments is a global provider of foundational technology solutions for semiconductor manufacturing, ...Physical Property TestingPhysical Properties Testers (PPT) Group is a Halifax, UK based multinational manufacturer of physical prope...QuantumdiamondsQuantumDiamonds (QD) is a Munich-based German deep-tech company that develops diamond-based quantum sensing...Axiometrix SolutionsAxiometrix Solutions is a global test and measurement company serving technology-intensive industries throu...Noise & Vibration TechnologiesNoise & Vibration Technologies (NVT Group) is a Battery Ventures-backed platform of test-and-measurement co...Process Sensing TechnologiesProcess Sensing Technologies (PST) is a measurement instrumentation group that designs and manufactures pre...Interface FluidicsInterface Fluidics is a Calgary-based microfluidics company serving the energy industry with high-pressure,...Nova MetrixNova Metrix is a geotechnical, environmental, and materials-testing instrumentation company headquartered i...
APIs with this tag (11)
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 →
Developing 4 Usable, with meaningful gaps to close
Posit Instrumentation APIThe Instrumentation API from Posit — 3 operation(s) for instrumentation.OpenInferenceOpenInference is Arize's open-source set of OpenTelemetry conventions and instrumentation libraries for LLM...Prometheus Client LibrariesPrometheus provides official client libraries for Go, Java/Scala, Python, Ruby, and Rust that enable applic...OpenTelemetry SDK APIThe OpenTelemetry SDK API specifies language-level interfaces for instrumentation, including the Tracer, Me...
Thin 2 Limited public surface area
Emerging 1 Early or largely undocumented
Minimal 4 Almost no public developer surface
OpenLLMetry Framework and Agent InstrumentationsInstrumentations for higher-level LLM frameworks and agent runtimes — LangChain, LlamaIndex, Haystack, Crew...OpenLLMetry LLM Provider InstrumentationsDrop-in OpenTelemetry instrumentations for the major LLM providers including OpenAI, Anthropic, AWS Bedrock...OpenLLMetry Traceloop SDKThe Traceloop SDK is the developer-facing entry point for OpenLLMetry. A single Traceloop.init() call confi...OpenLLMetry Vector Database InstrumentationsInstrumentations for vector databases used in retrieval-augmented generation pipelines — Chroma, Pinecone, ...
Score breakdown
Frequency
38.3
log-scaled weighted occurrences
Breadth
0.5
spread across providers
Quality lift
24.8
mean composite of providers using it
Cohesion
1.1
strength of nearest seed neighbor
Related tags
Test and Measurement 6 co-occurrences
Hardware 6 co-occurrences
SDK 5 co-occurrences
Company 10 co-occurrences
Where this tag comes from
Api tag11
Provider tag13
Openapi tag1
Openapi op tag3
Work with this as data
Every tag here is available over the APIs.io API and to AI agents over MCP.
MCP server
One button, every client — Claude, Cursor, VS Code and the rest.
https://apis.io/mcp
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.
Call it yourself
curl for this page
This tag
curl "https://apis.io/api/v1/tags/instrumentation"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/instrumentation"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/instrumentation/stats" \
-H "X-API-Key: $APIS_IO_KEY"
Discovery needs no key. Ratings and market analysis are Pro.