CLI
Variants seen in the corpus:
CLIClicli
Providers using this tag (102)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 1 Complete, well-documented, and agent-ready
Strong 2 Solid coverage with minor gaps
Developing 12 Usable, with meaningful gaps to close
Thin 35 Limited public surface area
Emerging 48 Early or largely undocumented
NitricBrunoTolmoSpecificAWS CLIWebstudioOpenAPI TypeScript CodegenWgetContinuaPerseusNebula SecuritySkillsyncBittensorOpenspecAlkera AiMilaboratoriesFernAsideBearerPrompt DrivenOpticCoastspnpmHashboardDidimoCopa (Project Copacetic)INFINITFiberplaneShell ScriptingDVCRecurseBranding BrandEZKLDatabandAstralSynthetic SciencesKanikoTurintechClineColumnarHeex TechnologiesNewmanWing CloudDoubleZeroKamalDokkuMemVergeStage
Minimal 2 Almost no public developer surface
Unrated 2 Not yet scored
APIs with this tag (162)
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 4 Complete, well-documented, and agent-ready
Shopify CLIShopify CLI is a command-line tool that helps developers create Shopify apps, themes, and custom storefront...Redocly CLIRedocly CLI is an open-source command-line tool for working with OpenAPI descriptions, developer portals, a...calicoctl CLIcalicoctl is the command-line tool that enables operators and automation systems to create, read, update, a...Stoplight CLIThe Stoplight CLI enables programmatic linting of API descriptions and pushing analysis results to the Stop...
Strong 9 Solid coverage with minor gaps
Medusa CLI (create-medusa-app)Command-line tooling for scaffolding new Medusa projects, generating modules and migrations, running the se...Buf CLIThe Buf CLI is a local Protobuf development toolchain providing linting, breaking change detection, code ge....NET CLICross-platform command-line interface for developing, building, running, and publishing .NET applications. ...SQL Server PowerShell ModulePowerShell cmdlets for managing SQL Server instances, databases, and resources from the command line.DataHub CLICommand line tool for interacting with DataHub. The datahub CLI allows you to perform common operations inc...Microsoft Entra PowerShellThe Microsoft Entra PowerShell module provides cmdlets for managing Microsoft Entra resources programmatica...Composio CLI APICLI integration endpointsSwagger Codegen CLIThe Swagger Codegen command-line interface for generating code artifacts locally. Available as a JAR file a...Cisco Intersight Cli APIThe cli API from Cisco Intersight — 2 operation(s) for cli.
Developing 44 Usable, with meaningful gaps to close
Transcend CLIOfficial command line interface for Transcend, distributed on npm as @transcend-io/cli. Supports schema syn...Warp Oz CLIThe Oz CLI is a command-line interface for interacting with the Warp Oz agent platform. It allows developer...AWS Copilot CLIAWS Copilot is an open source command line interface that simplifies building, releasing, and operating pro...AlphaSense Private Cloud CLIGo-based CLI (AlphaSense-Engineering/privatecloud-cli, Apache-2.0-ish "Other" license) used by Enterprise I...Enterprise Manager Command Line Interface (EM CLI)Command-line interface providing scriptable access to Enterprise Manager functionality including target man...Mercado Pago CLICommand-line interface for managing Mercado Pago integrations: trigger test events, inspect webhook deliver...Rover CLIRover is the command-line interface for managing and maintaining graphs with Apollo GraphOS. It supports pu...Goose AI Agentgoose is a general-purpose, open-source AI agent that runs locally. Originally from Block and now governed ...Boltz CLI APIThe CLI API from Boltz — 1 operation(s) for cli.Letta CodeLetta's memory-first coding agent — a CLI plus a desktop app (and an action for GitHub repos). "The memory-...Continue CLIOpen-source command-line interface powering Continue's source-controlled AI checks. Checks are markdown fil...Knative CLI (kn)The Knative CLI (kn) provides a command-line interface for creating and managing Knative resources includin...Knative FunctionsKnative Functions enables developers to create, build, and deploy stateless, event-driven functions as Knat...Red Hat 3scale Toolbox CLIThe 3scale Toolbox is a command-line interface for automating 3scale configuration tasks. It wraps the 3sca...Essbase CLI (Command Line Interface)Command-line interface for administering and managing Essbase applications and databases. Provides command-...Scalar CLIOpen-source command-line tool (@scalar/cli) for validating and linting OpenAPI documents (Spectral rules), ...tessl.io CLI APIEndpoints used by the Tessl CLI.Bazel Command Line InterfaceThe `bazel` command line tool is the primary user-facing surface of Bazel. It exposes commands such as `bui...Codag Cli APIThe Cli API from Codag — 2 operation(s) for cli.pack CLIpack is the reference command-line interface for Cloud Native Buildpacks. It implements the Platform API to...Golioth Python ToolsPython tooling that wraps the Management API for scripting, automation, and CLI-driven workflows against Go...Dell RACADM CLICommand-line interface for Dell Remote Access Controller Administration. RACADM provides local and remote c...WP-CLIWP-CLI is the command-line interface for WordPress. It provides commands for managing WordPress installatio...Monoscope CLITerminal-based client for Monoscope. Same auth, same primitives, same JSON as the REST API and MCP server. ...Testkit (YAML API Testing DSL)MIT-licensed Rust testing tool by the APItoolkit/Monoscope team that uses a simplified YAML DSL for definin...Red Hat Satellite Hammer CLICommand-line interface tool for Red Hat Satellite that provides scriptable access to Satellite functions in...wasmCloud wash CLIwash (WAsmcloud SHell) is the comprehensive command-line tool for developing, building, deploying, and mana...Sideko CLIThe Sideko CLI is a Rust binary (current release v1.6.3, Aug 2025) that provides command-line access to the...Akash CLIReference command-line tool for the Akash network - keys, accounts, deployments, bids, leases, manifest sen...OpenHands CLICommand-line interface for running OpenHands agents with Claude, GPT, or any other LLM. Source at github.co...W&B CLICommand-line interface bundled with the wandb Python package for login, sweep orchestration, artifact manag...BundlerDependency manager for Ruby. Reads a Gemfile, resolves and installs gems from rubygems.org or alternate sou...RisingWave Cloud CLIThe RisingWave Cloud CLI (rwc) provides infrastructure management for RisingWave Cloud, including cluster p...Helm PluginsThe Helm Plugins API defines the interface for extending the Helm CLI with additional subcommands. Plugins ...Apache JMeter CLIJMeter command-line interface for running load tests in non-GUI mode for CI/CD integration, including optio...Komodo Health Marmot Development KitThe Marmot Development Kit is Komodo Health's developer surface — a Python SDK and `komodo` CLI published t...GraphQL Inspector CLICommand-line tool for comparing two GraphQL schemas and generating a detailed list of breaking, non-breakin...Lingo.dev CLIOpen-source command-line tool that localizes JSON, YAML, Markdown, CSV, and PO files in one command, tracki...Cosign CLICosign is a command-line tool for signing, verifying, and storing container images and OCI artifacts. It su...@spree/cliCommand-line tool for managing Spree Commerce projects - scaffolding new apps, running the dev server, mana...create-spree-appOne-line project generator for new Spree Commerce installations - mirrors create-next-app and create-medusa...Planet Python SDKOfficial Python SDK (planet on PyPI) and CLI for working with all Planet APIs, including async clients for ...spree_extension (Extension Generator CLI)CLI tool for generating and managing Spree Commerce extensions - scaffolds the gemspec, engine, migrations,...Wasmer CLIThe wasmer command-line client (wasmer login, publish, deploy, run, ssh) - a first-class consumer of the Re...
Thin 60 Limited public surface area
Union CLI & SDKThe union and pyflyte command-line tools plus the Flytekit and Union Python SDKs - the primary, fully-docum...VxVM Command Line APICommand-line interface and scripting API for Veritas Volume Manager operations.Veritas Cluster Server Command Line InterfaceCommand-line tools for cluster administration and monitoring.KiotaKiota generates strongly-typed, lightweight API clients from OpenAPI descriptions in C#, Dart, Go, Java, PH...Kyverno CLIThe Kyverno CLI provides a command-line interface for applying and testing Kyverno policies against Kuberne...Triplit CLICommand-line interface tool for scaffolding Triplit projects, running the local full-stack development envi...SuperRare Rare Protocol CLICommand-line interface and SDK for deploying ERC-721 NFT collections, minting tokens, managing reserve-pric...Sejda ConsoleCommand-line shell over the Sejda SDK for running PDF tasks (merge, split, etc.) from a terminal or scripts...Oracle EPM AutomateCommand-line utility for automating Oracle EPM Cloud administration tasks. EPM Automate enables service adm...Promptfoo CLIThe Promptfoo CLI is the primary entry point for running prompt and model evaluations from the command line...Thunder Compute CLI (tnr)The tnr command-line interface is the primary developer surface for Thunder Compute, wrapping the REST API ...Apache CordovaApache Cordova provides a JavaScript plugin API for accessing native device capabilities (camera, GPS, file...flowctl CLICommand-line tool for authoring, drafting, testing, and publishing Flow catalogs (captures, collections, de...cert-manager CLI (cmctl)cmctl is the command-line tool for managing cert-manager resources. It provides commands for checking certi...Notation CLINotation is the command-line tool that implements the Notary Project specifications for signing and verifyi...Trivy CLIThe primary interface for Trivy is its command-line tool, which scans container images, filesystems, Git re...ForgeCode API (Tailcall Inc)ForgeCode is the commercial CLI coding harness product from Tailcall Inc, positioned as an AI-enabled progr...HurlHurl is a command-line tool that runs HTTP requests defined in a simple plain-text format, enabling lightwe...PMTiles CLISingle-binary command-line tool for working with PMTiles archives. Supports show, tile, verify, extract, me...MockoonMockoon ships as a desktop application, a CLI, and a serverless package for designing and running mock REST...Bitwarden Vault Management APILocal Bitwarden CLI HTTP API for managing personal vault items, folders, sends, collections, organizations,...Blacksmith Testbox CLICommand-line interface (beta) that lets coding agents run CI against local changes instantly - blacksmith t...Newman CLINewman is the command-line companion for Postman, enabling Postman collections and test scripts to be run d...Redpanda rpk CLI Surfacerpk is the Redpanda command-line tool, wrapping the Kafka, Admin, Schema Registry, and Cloud APIs into oper...Modal CLIThe `modal` command-line interface for deploying apps, running functions, tailing logs, managing volumes/se...Context7 CLIThe Context7 CLI (ctx7) is a command-line tool for querying the Context7 index from the terminal. It provid...EigenCompute SDK & CLIEigenCompute lets developers run arbitrary code in any language, with the execution secured by restakers an...EigenLayer CLIOperator-facing command-line tool for keys, operator registration, delegation, AVS opt-in, and node-runner ...Plasmic CLICommand-line tool (plasmicapp/cli) for authenticating against Plasmic and syncing generated code into a rep...Factory Droid CLITerminal-based interface for running Droids interactively or via Droid Exec for non-interactive CI/CD workf...Semgrep CLIOpen-source command-line static analysis engine. Runs locally and in CI to scan code with community and cus...Cisco NX-API CLIAPI that accepts show commands and configuration commands in CLI format.Qlty CLIThe free Qlty CLI is a polyglot, Rust-based command-line tool for universal linting, auto-formatting, secur...Qlty Cloud APIQlty Cloud is the hosted platform that analyzes pull requests, posts automated code review comments on newl...Qlty Coverage UploadCoverage publishing is performed by the Qlty CLI command qlty coverage publish, which uploads test coverage...Qodo Command/CLITerminal runtime for building, running, and managing AI agents across the SDLC, installed via npm (@qodo/co...Wormhole CLICommand-line interface for interacting with Wormhole protocol operations including token transfers, NTT dep...YARN CLIThe Yarn command-line interface built on @yarnpkg/cli, providing commands for package installation, workspa...PlanetScale CLIThe PlanetScale CLI (pscale) is a command-line tool that brings PlanetScale database management to the term...Amp Coding AgentAmp is Sourcegraph's frontier coding agent, designed for pay-as-you-go use against leading AI models. It sh...src CLIsrc is Sourcegraph's command-line client for code search, code intelligence, batch changes, and administrat...Lightpanda CLI / BinaryThe open-source command-line binary (AGPL-3.0, written in Zig). `lightpanda serve` starts the CDP-over-WebS...Evidence Framework (SQL + Markdown)The open-source core. SQL statements embedded in Markdown files run against configured data sources and ren...Primitive CLI APIBrowser-assisted CLI authenticationMachine0 Control PlaneThe machine0 control plane for creating, managing, snapshotting and connecting to persistent cloud VMs. Exp...Stainless CLIThe Stainless CLI generates production-ready command-line interfaces from an OpenAPI specification. Generat...score-composescore-compose is the reference Score implementation that translates Score YAML workload specifications into...score-k8sscore-k8s is the reference Score implementation that translates Score YAML workload specifications into Kub...Garden Core CLIOpen-source command-line tool and engine that turns a Garden project configuration into a graph of Build, D...Renovate CLIThe open source Renovate CLI is a Node.js application distributed via npm and as Docker images on Docker Hu...Liblab SDK GeneratorCloud-based generator that produces customizable, type-safe SDKs in seven target stacks (TypeScript, Python...Better Auth CLIProject initialization and schema-migration CLI invoked with `npx @better-auth/cli` (or `npx auth init`). G...Linode CLIThe Linode CLI is a command-line interface that wraps the Linode API v4, allowing developers and system adm...OpenTofu CLIOpenTofu is a CLI-driven infrastructure-as-code tool forked from Terraform. The opentofu binary reads Hashi...QName AI WHOIS REST APIApproval-gated REST API for WHOIS/RDAP lookups: GET /api/whois/{domain} (single), POST /api/whois/batch (ba...Smithy CLIThe Smithy CLI is a command-line tool for building, validating, diffing, and transforming Smithy models. It...Auggie CLIAuggie is Augment's command-line interface that brings the Augment agent, Context Engine, and tool integrat...Thunder Client CLIThe Thunder Client CLI (@thunderclient/cli) is a Node.js command-line tool for running Thunder Client reque...Yarn CLIThe Yarn command-line interface — `yarn` — provides install, add, remove, up, run, exec, dlx, info, why, pa...Helium Wallet CLI (Rust)Reference Rust command-line wallet for managing Helium accounts, tokens, and hotspot operations on Solana. ...
Emerging 44 Early or largely undocumented
Nitric CLIThe Nitric command-line tool (nitric new, nitric start, nitric stack new, nitric up, nitric down) that scaf...Bruno CLI (bru)The @usebruno/cli command-line runner (invoked as bru, installed via npm install -g @usebruno/cli) executes...Stack Auth CLIProject bootstrap CLI distributed as @stackframe/init-stack on npm, invoked with `npx @stackframe/init-stac...Copernicus Marine Toolbox APIThe Copernicus Marine Toolbox provides the officially supported programmatic interface to the Copernicus Ma...Nx CLIThe Nx command-line interface — the primary surface for running, caching, and orchestrating tasks across a ...Chainguard chainctl CLIchainctl is the official command-line interface for the Chainguard platform. It provides commands for authe...AWS CLIThe AWS CLI v2 is the official command-line interface for Amazon Web Services, providing unified access to ...Tekton CLI (tkn)tkn is the official Tekton command-line tool wrapping the Kubernetes API for Tekton resources — start runs,...WgetGNU Wget is a free command-line utility for non-interactive downloading of files from the web using HTTP, H...Wget2GNU Wget2 is the next-generation successor to GNU Wget, built from scratch around libwget. It is multi-thre...Xanadu Cloud ClientXanadu Cloud Client (xcc) is the Python API and CLI that historically connected users to Xanadu's photonic ...Encore CLIThe Encore CLI provides commands for creating, running, building, testing, deploying, and operating Encore ...Sageox CLI APIIntegration endpoints for the `ox` CLI tool. Includes device flow authentication (code request → polling → ...StormForge CLICommand-line interface for interacting with the StormForge platform to manage clusters, workloads, and opti...SST FrameworkThe SST framework is an open source CLI and component library distributed via npm (`sst`) and as a Go-based...Testim CLICommand-line interface used to run Testim tests locally and from CI/CD pipelines (Jenkins, GitHub Actions, ...PromptfooPromptfoo is an open-source CLI and library for evaluating and red-teaming LLM applications. The docs descr...Fern Definition and CLICapability area covering Fern's open-source (Apache-2.0) command-line interface and the proprietary Fern De...Optic CLIThe Optic CLI provides OpenAPI diffing, linting and breaking-change detection from the command line, compar...Gretel Python Client SDKPython SDK and CLI (gretel-client) for interacting with Gretel APIs. Provides a high-level Gretel interface...Check CLIThe Check Command-Line Interface is a Python-based CLI installed via the uv package manager that exposes 27...SpecLynx CLIA command-line interface for overlay operations, dereferencing, bundling, format conversion (JSON/YAML), an...pnpm CLIThe pnpm command-line interface for managing JavaScript/Node.js packages. Provides commands for installing,...Overture Maps Python CLIOpen-source Python command-line tool and library for downloading and querying Overture data. Maintained at ...Varnish Cache CLI APIThe Varnish Cache CLI management interface provides programmatic control over a running Varnish instance. I...FastMCP CLIThe FastMCP CLI is a developer command-line tool for running, inspecting, installing, and debugging MCP ser...Goldsky CLICommand-line tool for deploying and managing subgraphs, Mirror pipelines, Turbo pipelines, and Compose appl...Functionize CLICommand-line interface used to trigger Functionize tests from CI/CD pipelines and to manage local test arte...Copa CLIThe copa command line interface used to patch container images. The core subcommand `copa patch` accepts an...DVC CLI and Python APIDVC ships as a CLI plus a Python API (`dvc.api`). It tracks data and model files via pointers stored in Git...create-onchain CLIBootstrap CLI (`npm create onchain`) that scaffolds a new OnchainKit application pre-wired with Wagmi, Viem...Angular CLIThe Angular CLI is the official command-line interface for creating, building, testing, and deploying Angul...Kaniko CLIKaniko is a command-line tool distributed as the container image gcr.io/kaniko-project/executor that builds...Apache Sqoop CLIApache Sqoop provides a command-line interface for bulk data transfer between Hadoop and relational databas...Cline CLIHeadless terminal version of the Cline agent.NewmanNewman is the open source command-line companion for Postman that runs Postman collections from the CLI for...Kamal CLIThe Kamal CLI (`kamal`) is the primary command-line interface for packaging, shipping, and operating contai...ETWAnalyzer Command Line ToolC# command-line tool published by Siemens Healthineers for analyzing Event Tracing for Windows (ETW) captur...Jest CLICommand-line interface for running Jest tests with various options.NUnit Console RunnerConsole runner for executing NUnit tests from the command line, enabling automation in build pipelines and ...Nixpacks CLIThe Nixpacks command-line interface is the primary interface for generating build plans and producing Docke...Xh CLIxh is a friendly and fast command-line HTTP client written in Rust. It reimplements HTTPie's design with im...ZoweZowe is an open source software framework that delivers modern interfaces to interact with z/OS, including ...ORAS CLIGeneric command-line registry client used to push and pull OCI artifacts to and from any OCI-compliant cont...
Minimal 1 Almost no public developer surface
Companies reaching this through an API (129)
These companies publish an API, specification or operation carrying “CLI” 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.
Agentic AI Foundation
Akash Network
AlphaSense
Amazon ECS
Angular
Apache Cordova
Apache JMeter
Apache Sqoop
Apollo GraphQL
Augment Code
Bazel
Better Auth
Bitwarden
Blacksmith
Boltz
Buf
Calico
Cert-Manager
Chainguard
Check
Cisco Intersight
Cisco Nexus Dashboard
Cloud Native Buildpacks
Codag
Coinbase OnchainKit
Composio
Context7
Copernicus Marine
DataHub
Dell Servers
EigenLayer
Encore
Estuary Flow
Evals
Evidence
Factory
FastMCP
Functionize
Garden
Goldsky
Golioth
Gretel
Helium Network
Helm
Jest
Knative
Komodo Health
Kyverno
Letta
Liblab
Show all 129 companies ↓
Lightpanda
Lingo.dev
Linode
Medusa
Mercado Pago
Microsoft .NET
Microsoft Azure Active Directory
Microsoft SQL Server
Modal
Nixpacks
Notary Project
NUnit
Nx
Open Mainframe Project
OpenHands
OpenTofu
Oracle Enterprise Manager
Oracle Essbase
Oracle Planning
ORAS
Overture Maps Foundation
Planet Labs
Planetscale
Plasmic
Primitive
Protomaps
Qlty
Qodo
Red Hat 3scale
Red Hat Satellite
Redocly
Redpanda
Renovate
RisingWave
Roivant Sciences
Ruby Programming Language and Popular API Gems
Sageox
Scalar
Score
Sejda
Semgrep
Shopify
Siemens Healthineers
Smithy
Sourcegraph
SpecLynx
Spree Commerce
SST
Stack Auth
Stainless
Stoplight
StormForge
SuperRare
Swagger Codegen
Tailcall
Tekton
Test Scripts
Test Suites
Testim
The Guild
Thunder Compute
Transcend
Triplit
Trivy
Union.ai
Varnish Cache
Veritas Cluster Server
Veritas Volume Manager
Virtualitics
Warp
wasmCloud
Wasmer
Weights and Biases
WordPress
Wormhole
Xanadu
Xh
Yarn
YARN
Score breakdown
Frequency
65.5
log-scaled weighted occurrences
Breadth
2.8
spread across providers
Quality lift
32.2
mean composite of providers using it
Cohesion
9.9
strength of nearest seed neighbor
Related tags
Developer Tools 108 co-occurrences
Tooling 20 co-occurrences
SDK 62 co-occurrences
TypeScript 26 co-occurrences
Open-Source 93 co-occurrences
CI/CD 24 co-occurrences
Python 26 co-occurrences
Code Generation 16 co-occurrences
Where this tag comes from
Api tag163
Provider tag102
Openapi tag8
Openapi op tag13
Cohort brief
Auto-generatedThe 100 providers in the APIs.io catalog tagged CLI, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
100
all scored
Mean Kin Score
28.4
+4.5 vs catalog 23.9
Mean Agent Readiness
9.7
-2.3 vs catalog 12
Spread
8.2–80.4
median 26.3 · σ 12.1
How the 100 split by band
Exemplar 1Strong 2Developing 12Thin 35Emerging 48Minimal 2
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Developer Ergonomics | 45.3 | 23.4 | +21.9 | 100 |
| Operational Transparency | 23.2 | 14 | +9.2 | 100 |
| Discoverability | 63.3 | 61.2 | +2.1 | 100 |
| Contract Governance | 7.9 | 6.4 | +1.5 | 100 |
| Access Clarity | 26.1 | 26.5 | -0.4 | 100 |
| Contract Quality | 13.1 | 19.8 | -6.7 | 100 |
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
| Artifact | This cohort | Catalog | Difference |
|---|---|---|---|
| MCP server (any) | 21% | 10% | +11 |
| MCP server (first-party) | 23% | 13% | +10 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 2% | 11% | -9 |
| Security | 91% | 97% | -6 |
| Arazzo workflows | 1% | 2% | -1 |
| Governance rules | 13% | 14% | -1 |
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 Svix 80.4
- 2 Common Room 64.2
- 3 Ploy 59.8
- 4 Qfex 54
- 5 Plandex 50.2
- 6 Continue 50
- 7 tessl.io 48.5
- 8 Mammoth Media 46.8
- 9 vlt 45.2
- 10 APIToolkit (Monoscope) 44.5
Top by Agent Readiness
- 1 Common Room 63.8
- 2 Svix 49.4
- 3 tessl.io 40.3
- 4 Terminal Use 39
- 5 StakPak 34.3
- 6 Mammoth Media 32.8
- 7 Qfex 28.6
- 8 Machine0 28.2
- 9 TabTabTab 26.6
- 10 Ploy 26.1
All 102 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
Every tag here is available over the APIs.io API and to AI agents over MCP.