Providers using this tag (231)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 2 Complete, well-documented, and agent-ready
Strong 6 Solid coverage with minor gaps
Developing 40 Usable, with meaningful gaps to close
Amazon ECSMicrosoft Azure Active DirectoryWarpAlphaSenseDell ServersTranscendPlandexRed Hat 3scaleBoltzCodagApollo GraphQLContinueDataHubOracle EssbaseBazelMercado Pagotessl.ioMammoth MediaKnativeRed Hat SatelliteLettaOpenHandsJetifyWordPressStakPakRoivant SciencesRisingWavevltAPIToolkit (Monoscope)GoliothMicrosoft .NETSidekoMedusaRuby Programming Language and Popular API GemsMicrosoft SQL Server APIsScalarwasmCloudInsomniaAkash NetworkKomodo Health
Thin 82 Limited public surface area
RedoclyTerminal UseWasmerLingo.devKiotaQumuloSejdaUnion.aiDiggerThe GuildPlanet LabsSpree CommerceCalicoApache JMeterOracle PlanningWeights and BiasesHelmFormspreeFlutterFlowSuperRareThunder ComputeTriplitStoplightPromptfooPlasmicTest SuitesPlakarAmazon CloudShellProtomapsRedpandaEstuary FlowEigenLayerTest ScriptsModalBlacksmithBitwardenTrivyBruinQltyFactoryplanetscaleOrvalServerlessHTTPieLightpandaMinimusContext7StainlessTailcallWormholeTesslTabTabTabVeritas Volume ManagerEntireEvidenceQodoApache CordovaCertoralinodeKyvernoCycodeBitRangerVeritas Cluster ServerLiblabMachine0Cert-ManagerGuild.aiMockoonPrimitiveTensor9AiderBugsterStack AuthOnFabricRenovateAugment CodeScalarSourcegraphNotary ProjectCosignProdly
Emerging 97 Early or largely undocumented
TerrastructTolmoSpecificBrunoNxTektonNitricWebstudioCisco Nexus DashboardYarnFernCopernicus MarineThunder ClientEncoreContinuaOpenAPI TypeScript CodegenStormForgeAWS CLIBufPerseusGardenHelium NetworkSkillsyncWgetBittensorNebula SecurityChainguardSageoxAlkera AiAgentic AI FoundationAsideBearerBrunoSmithyXanaduBetter AuthMilaboratoriesSemgrepYARNpnpmHashboardNanoVMsTestimFastMCPGoldskyDidimoRecurseCoralINFINITGretelCloud Native BuildpacksFiberplaneSpecLynx.AIIgnoreCoinbase OnchainKitBranding BrandOpenTofuOverture Maps FoundationScoreCopa (Project Copacetic)DoubleZeroFunctionizeCarvelEZKLPrompt DrivenAngularAstralDatabandSynthetic SciencesKanikoApache SqoopColumnarHeex TechnologiesCoastsVarnish CacheOpenspecShell ScriptingTurintechKamalEvalsDVCXhClineJestNUnitCheckNixpacksSiemens HealthineersWing CloudKonfigDokkuORASStageMemVergeNewmanOpticSST
Minimal 4 Almost no public developer surface
APIs with this tag (161)
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 →
Strong 4 Solid coverage with minor gaps
Shopify CLIShopify CLI is a command-line tool that helps developers create Shopify apps, themes, and custom storefront...Swagger Codegen CLIThe Swagger Codegen command-line interface for generating code artifacts locally. Available as a JAR file a...Composio CLI APICLI integration endpointsEnterprise Manager Command Line Interface (EM CLI)Command-line interface providing scriptable access to Enterprise Manager functionality including target man...
Developing 35 Usable, with meaningful gaps to close
AWS Copilot CLIAWS Copilot is an open source command line interface that simplifies building, releasing, and operating pro...Microsoft Entra PowerShellThe Microsoft Entra PowerShell module provides cmdlets for managing Microsoft Entra resources programmatica...Warp Oz CLIThe Oz CLI is a command-line interface for interacting with the Warp Oz agent platform. It allows developer...AlphaSense Private Cloud CLIGo-based CLI (AlphaSense-Engineering/privatecloud-cli, Apache-2.0-ish "Other" license) used by Enterprise I...Dell RACADM CLICommand-line interface for Dell Remote Access Controller Administration. RACADM provides local and remote c...Transcend CLIOfficial command line interface for Transcend, distributed on npm as @transcend-io/cli. Supports schema syn...Red Hat 3scale Toolbox CLIThe 3scale Toolbox is a command-line interface for automating 3scale configuration tasks. It wraps the 3sca...Boltz CLI APIThe CLI API from Boltz — 1 operation(s) for cli.Codag Cli APIThe Cli API from Codag — 2 operation(s) for cli.Continue CLIOpen-source command-line interface powering Continue's source-controlled AI checks. Checks are markdown fil...Rover CLIRover is the command-line interface for managing and maintaining graphs with Apollo GraphOS. It supports pu...DataHub CLICommand line tool for interacting with DataHub. The datahub CLI allows you to perform common operations inc...Essbase CLI (Command Line Interface)Command-line interface for administering and managing Essbase applications and databases. Provides command-...Bazel Command Line InterfaceThe `bazel` command line tool is the primary user-facing surface of Bazel. It exposes commands such as `bui...Mercado Pago CLICommand-line interface for managing Mercado Pago integrations: trigger test events, inspect webhook deliver...tessl.io CLI APIEndpoints used by the Tessl CLI.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 Satellite Hammer CLICommand-line interface tool for Red Hat Satellite that provides scriptable access to Satellite functions in...Letta CodeLetta's memory-first coding agent — a CLI plus a desktop app (and an action for GitHub repos). "The memory-...OpenHands CLICommand-line interface for running OpenHands agents with Claude, GPT, or any other LLM. Source at github.co...WP-CLIWP-CLI is the command-line interface for WordPress. It provides commands for managing WordPress installatio...RisingWave Cloud CLIThe RisingWave Cloud CLI (rwc) provides infrastructure management for RisingWave Cloud, including cluster p...Golioth Python ToolsPython tooling that wraps the Management API for scripting, automation, and CLI-driven workflows against Go...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....NET CLICross-platform command-line interface for developing, building, running, and publishing .NET applications. ...Sideko CLIThe Sideko CLI is a Rust binary (current release v1.6.3, Aug 2025) that provides command-line access to the...Medusa CLI (create-medusa-app)Command-line tooling for scaffolding new Medusa projects, generating modules and migrations, running the se...BundlerDependency manager for Ruby. Reads a Gemfile, resolves and installs gems from rubygems.org or alternate sou...SQL Server PowerShell ModulePowerShell cmdlets for managing SQL Server instances, databases, and resources from the command line.Scalar CLIThe Scalar CLI is a command-line interface for managing OpenAPI files, generating documentation, running mo...wasmCloud wash CLIwash (WAsmcloud SHell) is the comprehensive command-line tool for developing, building, deploying, and mana...Akash CLIReference command-line tool for the Akash network - keys, accounts, deployments, bids, leases, manifest sen...Komodo Health Marmot Development KitThe Marmot Development Kit is Komodo Health's developer surface — a Python SDK and `komodo` CLI published t...
Thin 63 Limited public surface area
Redocly CLIRedocly CLI is an open-source command-line tool for working with OpenAPI descriptions, developer portals, a...Wasmer CLIThe wasmer command-line client (wasmer login, publish, deploy, run, ssh) - a first-class consumer of the Re...Lingo.dev CLIOpen-source command-line tool that localizes JSON, YAML, Markdown, CSV, and PO files in one command, tracki...KiotaKiota generates strongly-typed, lightweight API clients from OpenAPI descriptions in C#, Dart, Go, Java, PH...Sejda ConsoleCommand-line shell over the Sejda SDK for running PDF tasks (merge, split, etc.) from a terminal or scripts...Union CLI & SDKThe union and pyflyte command-line tools plus the Flytekit and Union Python SDKs - the primary, fully-docum...GraphQL Inspector CLICommand-line tool for comparing two GraphQL schemas and generating a detailed list of breaking, non-breakin...@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,...calicoctl CLIcalicoctl is the command-line tool that enables operators and automation systems to create, read, update, a...Apache JMeter CLIJMeter command-line interface for running load tests in non-GUI mode for CI/CD integration, including optio...Oracle EPM AutomateCommand-line utility for automating Oracle EPM Cloud administration tasks. EPM Automate enables service adm...W&B CLICommand-line interface bundled with the wandb Python package for login, sweep orchestration, artifact manag...Helm PluginsThe Helm Plugins API defines the interface for extending the Helm CLI with additional subcommands. Plugins ...SuperRare Rare Protocol CLICommand-line interface and SDK for deploying ERC-721 NFT collections, minting tokens, managing reserve-pric...Thunder Compute CLI (tnr)The tnr command-line interface is the primary developer surface for Thunder Compute, wrapping the REST API ...Triplit CLICommand-line interface tool for scaffolding Triplit projects, running the local full-stack development envi...Stoplight CLIThe Stoplight CLI enables programmatic linting of API descriptions and pushing analysis results to the Stop...Promptfoo CLIThe Promptfoo CLI is the primary entry point for running prompt and model evaluations from the command line...HurlHurl is a command-line tool that runs HTTP requests defined in a simple plain-text format, enabling lightwe...Plasmic CLICommand-line tool (plasmicapp/cli) for authenticating against Plasmic and syncing generated code into a rep...PMTiles CLISingle-binary command-line tool for working with PMTiles archives. Supports show, tile, verify, extract, me...Redpanda rpk CLI Surfacerpk is the Redpanda command-line tool, wrapping the Kafka, Admin, Schema Registry, and Cloud APIs into oper...flowctl CLICommand-line tool for authoring, drafting, testing, and publishing Flow catalogs (captures, collections, de...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 ...Newman CLINewman is the command-line companion for Postman, enabling Postman collections and test scripts to be run d...Modal CLIThe `modal` command-line interface for deploying apps, running functions, tailing logs, managing volumes/se...Blacksmith Testbox CLICommand-line interface (beta) that lets coding agents run CI against local changes instantly - blacksmith t...Bitwarden Vault Management APILocal Bitwarden CLI HTTP API for managing personal vault items, folders, sends, collections, organizations,...Trivy CLIThe primary interface for Trivy is its command-line tool, which scans container images, filesystems, Git re...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...Factory Droid CLITerminal-based interface for running Droids interactively or via Droid Exec for non-interactive CI/CD workf...PlanetScale CLIThe PlanetScale CLI (pscale) is a command-line tool that brings PlanetScale database management to the term...Lightpanda CLI / BinaryThe open-source command-line binary (AGPL-3.0, written in Zig). `lightpanda serve` starts the CDP-over-WebS...Context7 CLIThe Context7 CLI (ctx7) is a command-line tool for querying the Context7 index from the terminal. It provid...Stainless CLIThe Stainless CLI generates production-ready command-line interfaces from an OpenAPI specification. Generat...ForgeCode API (Tailcall Inc)ForgeCode is the commercial CLI coding harness product from Tailcall Inc, positioned as an AI-enabled progr...Wormhole CLICommand-line interface for interacting with Wormhole protocol operations including token transfers, NTT dep...VxVM Command Line APICommand-line interface and scripting API for Veritas Volume Manager operations.Evidence Framework (SQL + Markdown)The open-source core. SQL statements embedded in Markdown files run against configured data sources and ren...Qodo Command/CLITerminal runtime for building, running, and managing AI agents across the SDLC, installed via npm (@qodo/co...Apache CordovaApache Cordova provides a JavaScript plugin API for accessing native device capabilities (camera, GPS, file...Linode CLIThe Linode CLI is a command-line interface that wraps the Linode API v4, allowing developers and system adm...Kyverno CLIThe Kyverno CLI provides a command-line interface for applying and testing Kyverno policies against Kuberne...Veritas Cluster Server Command Line InterfaceCommand-line tools for cluster administration and monitoring.Liblab SDK GeneratorCloud-based generator that produces customizable, type-safe SDKs in seven target stacks (TypeScript, Python...Machine0 Control PlaneThe machine0 control plane for creating, managing, snapshotting and connecting to persistent cloud VMs. Exp...cert-manager CLI (cmctl)cmctl is the command-line tool for managing cert-manager resources. It provides commands for checking certi...MockoonMockoon ships as a desktop application, a CLI, and a serverless package for designing and running mock REST...Primitive CLI APIBrowser-assisted CLI authenticationStack Auth CLIProject bootstrap CLI distributed as @stackframe/init-stack on npm, invoked with `npx @stackframe/init-stac...Renovate CLIThe open source Renovate CLI is a Node.js application distributed via npm and as Docker images on Docker Hu...Auggie CLIAuggie is Augment's command-line interface that brings the Augment agent, Context Engine, and tool integrat...Scalar CLIOpen-source command-line tool (@scalar/cli) for validating and linting OpenAPI documents (Spectral rules), ...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...Notation CLINotation is the command-line tool that implements the Notary Project specifications for signing and verifyi...Cosign CLICosign is a command-line tool for signing, verifying, and storing container images and OCI artifacts. It su...
Emerging 58 Early or largely undocumented
Nx CLIThe Nx command-line interface — the primary surface for running, caching, and orchestrating tasks across a ...Tekton CLI (tkn)tkn is the official Tekton command-line tool wrapping the Kubernetes API for Tekton resources — start runs,...Nitric CLIThe Nitric command-line tool (nitric new, nitric start, nitric stack new, nitric up, nitric down) that scaf...Cisco NX-API CLIAPI that accepts show commands and configuration commands in CLI format.Yarn CLIThe Yarn command-line interface — `yarn` — provides install, add, remove, up, run, exec, dlx, info, why, pa...Fern Definition and CLICapability area covering Fern's open-source (Apache-2.0) command-line interface and the proprietary Fern De...Copernicus Marine Toolbox APIThe Copernicus Marine Toolbox provides the officially supported programmatic interface to the Copernicus Ma...Thunder Client CLIThe Thunder Client CLI (@thunderclient/cli) is a Node.js command-line tool for running Thunder Client reque...Encore CLIThe Encore CLI provides commands for creating, running, building, testing, deploying, and operating Encore ...StormForge CLICommand-line interface for interacting with the StormForge platform to manage clusters, workloads, and opti...AWS CLIThe AWS CLI v2 is the official command-line interface for Amazon Web Services, providing unified access to ...Buf CLIThe Buf CLI is a local Protobuf development toolchain providing linting, breaking change detection, code ge...Garden Core CLIOpen-source command-line tool and engine that turns a Garden project configuration into a graph of Build, D...Helium Wallet CLI (Rust)Reference Rust command-line wallet for managing Helium accounts, tokens, and hotspot operations on Solana. ...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...Chainguard chainctl CLIchainctl is the official command-line interface for the Chainguard platform. It provides commands for authe...Sageox CLI APIIntegration endpoints for the `ox` CLI tool. Includes device flow authentication (code request → polling → ...Goose AI AgentGoose is a general-purpose, open-source AI agent that runs locally on your machine. Originally from Block a...Bruno CLI (bru)The @usebruno/cli command-line runner (invoked as bru, installed via npm install -g @usebruno/cli) executes...Smithy CLIThe Smithy CLI is a command-line tool for building, validating, diffing, and transforming Smithy models. It...Xanadu Cloud ClientXanadu Cloud Client (xcc) is the Python API and CLI that historically connected users to Xanadu's photonic ...Better Auth CLIProject initialization and schema-migration CLI invoked with `npx @better-auth/cli` (or `npx auth init`). G...Semgrep CLIOpen-source command-line static analysis engine. Runs locally and in CI to scan code with community and cus...YARN CLIThe Yarn command-line interface built on @yarnpkg/cli, providing commands for package installation, workspa...pnpm CLIThe pnpm command-line interface for managing JavaScript/Node.js packages. Provides commands for installing,...Testim CLICommand-line interface used to run Testim tests locally and from CI/CD pipelines (Jenkins, GitHub Actions, ...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...Gretel Python Client SDKPython SDK and CLI (gretel-client) for interacting with Gretel APIs. Provides a high-level Gretel interface...pack CLIpack is the reference command-line interface for Cloud Native Buildpacks. It implements the Platform API to...SpecLynx CLIA command-line interface for overlay operations, dereferencing, bundling, format conversion (JSON/YAML), an...AIIgnore CLICommand-line tool that generates .aiignore configuration files to protect secrets from AI coding tools incl...create-onchain CLIBootstrap CLI (`npm create onchain`) that scaffolds a new OnchainKit application pre-wired with Wagmi, Viem...OpenTofu CLIOpenTofu is a CLI-driven infrastructure-as-code tool forked from Terraform. The opentofu binary reads Hashi...Overture Maps Python CLIOpen-source Python command-line tool and library for downloading and querying Overture data. Maintained at ...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...Copa CLIThe copa command line interface used to patch container images. The core subcommand `copa patch` accepts an...Functionize CLICommand-line interface used to trigger Functionize tests from CI/CD pipelines and to manage local test arte...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...Varnish Cache CLI APIThe Varnish Cache CLI management interface provides programmatic control over a running Varnish instance. I...Kamal CLIThe Kamal CLI (`kamal`) is the primary command-line interface for packaging, shipping, and operating contai...PromptfooPromptfoo is an open-source CLI and library for evaluating and red-teaming LLM applications. The docs descr...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...Xh CLIxh is a friendly and fast command-line HTTP client written in Rust. It reimplements HTTPie's design with im...Cline CLIHeadless terminal version of the Cline agent.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 ...Check CLIThe Check Command-Line Interface is a Python-based CLI installed via the uv package manager that exposes 27...Nixpacks CLIThe Nixpacks command-line interface is the primary interface for generating build plans and producing Docke...ETWAnalyzer Command Line ToolC# command-line tool published by Siemens Healthineers for analyzing Event Tracing for Windows (ETW) captur...ORAS CLIGeneric command-line registry client used to push and pull OCI artifacts to and from any OCI-compliant cont...NewmanNewman is the open source command-line companion for Postman that runs Postman collections from the CLI for...Optic CLIThe Optic CLI provides OpenAPI diffing, linting, and breaking change detection from the command line, compa...SST FrameworkThe SST framework is an open source CLI and component library distributed via npm (`sst`) and as a Go-based...
Minimal 1 Almost no public developer surface
Score breakdown
Frequency
65.8
log-scaled weighted occurrences
Breadth
6.4
spread across providers
Quality lift
36.0
mean composite of providers using it
Cohesion
11.1
strength of nearest seed neighbor
Related tags
Developer Tools 91 co-occurrences
Tooling 20 co-occurrences
TypeScript 27 co-occurrences
SDK 62 co-occurrences
Open-Source 93 co-occurrences
Code Generation 17 co-occurrences
CI/CD 23 co-occurrences
Python 25 co-occurrences
Where this tag comes from
Api tag161
Provider tag101
Openapi tag8
Openapi op tag15
Cohort brief
Auto-generatedThe 231 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
231
of 232 on the roster
Mean Kin Score
29.8
+9.1 vs catalog 20.7
Mean Agent Readiness
12.9
+3.2 vs catalog 9.7
Spread
5.3–79.2
median 28.2 · σ 12.4
How the 231 split by band
Exemplar 2Strong 6Developing 40Thin 82Emerging 97Minimal 4
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Developer Ergonomics | 34.6 | 17.9 | +16.7 | 231 |
| Operational Transparency | 25.3 | 11.3 | +14 | 231 |
| Contract Quality | 24.1 | 17.5 | +6.6 | 231 |
| Access Clarity | 28.9 | 22.3 | +6.6 | 231 |
| Discoverability | 66.3 | 60.4 | +5.9 | 231 |
| Contract Governance | 9.1 | 6.4 | +2.7 | 231 |
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) | 19% | 16% | +3 |
| MCP server (first-party) | 13% | 7% | +6 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 5% | 9% | -4 |
| Security | 96% | 88% | +8 |
| Arazzo workflows | 3% | 2% | +1 |
| Governance rules | 30% | 13% | +17 |
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 79.2
- 2 Common Room 67.7
- 3 Ploy 61.2
- 4 Shopify 60.4
- 5 Swagger Codegen 58.1
- 6 Composio 54.9
- 7 Qfex 54.8
- 8 Oracle Enterprise Manager 54.6
- 9 Amazon ECS 52.9
- 10 Microsoft Azure Active Directory 52.8
Top by Agent Readiness
- 1 Primitive 75.2
- 2 Sageox 63.8
- 3 Common Room 60.8
- 4 Svix 49.9
- 5 tessl.io 42.5
- 6 Spree Commerce 41.4
- 7 Shopify 40.6
- 8 Terminal Use 39
- 9 Composio 37.1
- 10 StakPak 34.3
This roster declares 232 members; 231
resolve to a provider in the catalog and 231 carry a score
(100%). The figures above describe the scored members only.Generated from the catalog build of
25 August 2026, across 26891
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.
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/cli"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/cli"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/cli/stats" \
-H "X-API-Key: $APIS_IO_KEY"Discovery needs no key. Ratings and market analysis are Pro.