established · 0.6 capabilitymarket actiondomain

Sandbox

Score 26.2 / 100 58 providers 46 APIs Search apis.io →
Workflows using this tag
Salesforce Marketing Cloud Enter a Contact into a Journey · Salesforce Salesforce Bulk Upsert Records · Salesforce Salesforce Upsert by External Id · Salesforce Salesforce Describe SObject · Salesforce Salesforce Bulk Insert Records · Salesforce Salesforce Delete Record · Salesforce Salesforce Get Records for a List View · Salesforce Salesforce Create Record · Salesforce
Business capabilities this tag reaches
Cybersecurity Management 1 Software Release & Deployment Management 1
Variants seen in the corpus: Sandboxsandbox

Providers using this tag (58)

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

Exemplar 5 Complete, well-documented, and agent-ready
SalesforceFortune 500Artificial IntelligenceAnalyticsCloud4 APIs82.5OpenAIArtificial IntelligenceLarge Language ModelsT115 APIs76.8LightsparkCompanyPaymentsCross-Border PaymentsStablecoins1 API69.2PlaidFinancialFintechOpen BankingBank Accounts71 APIs68.7Orange Business5GArtificial IntelligenceB2BCAMARA12 APIs67.3
Strong 11 Solid coverage with minor gaps
Palo Alto NetworksCloud SecurityCybersecurityFirewallNetwork Security468 APIs65.9DaytonaArtificial IntelligenceAgentsCloudCode Execution12 APIs64.9DwollaPaymentsACHBank TransfersFintech19 APIs61.8StructifyCompanyArtificial IntelligenceDataWeb Scraping1 API60.9Oracle Health (Cerner)Bulk FHIRCapabilityStatementCareAwareCerner Millennium54 APIs59.6GoodlordReal-EstateUnited KingdomPropTechProperty Management3 APIs58.4ETSITelecommunicationsFranceStandardsStandards Body24 APIs56.6Unstoppable Finance (Iron)CompanyStablecoinsPaymentsOnramp1 API56.6TowerData InfrastructureData EngineeringPythonApache Iceberg1 API55.3Prime IntellectArtificial IntelligenceReinforcement LearningGPU ComputeDecentralized Compute3 APIs55.1ComposioAI AgentsAuthenticationIntegrationMCP2 APIs54.6
Developing 28 Usable, with meaningful gaps to close
FintectureOpen BankingPaymentsPSD2France5 APIs54.2Ondo FinanceCompanyCryptoTokenizationReal World Assets3 APIs53.7MalwarebytesCompanySecurityCybersecurityEndpoint Security2 APIs53.3Dedalus LabsCompanyArtificial IntelligenceAgentsMCP2 APIs52.7MTN GroupTelecommunicationsSouth AfricaAfricaMobile Network Operator115 APIs52.5VirusTotalAnti-MalwareThreat IntelligenceSecurityFile Analysis7 APIs51.6BondCompanyUnited StatesBanking as a ServiceEmbedded Finance9 APIs50.8BridgeCompanyCryptoStablecoinsPayments1 API50.3PinwheelPayrollDirect DepositIncome VerificationEmployment1 API50.3ItronItronUtilitiesSmart MetersSmart Grid1 API50.0CadanaCompanyPayrollPaymentsGlobal Payroll5 APIs48.9GenabilityEnergyUnited StatesUtilitiesElectricity1 API48.9Anchor BrowserBrowser InfrastructureAI AgentsCloud BrowserBrowser Automation1 API48.0Klavis AIMCPMCP ServersMCP HostingConnectors1 API47.9RemoteCompanyHRPayrollEmployer of Record1 API46.9Smol MachinesCompanyMicroVMVirtualization2 APIs46.7Novita AIArtificial IntelligenceLLMInferenceGPU1 API46.6CodeSandboxDeveloper ToolsCloud IDECode SandboxesBrowser Development1 API46.2CoreWeaveArtificial IntelligenceCloudGPUHPC1 API45.1PinterestImageSocial-MediaVideos1 API44.5ArdentCompanyDatabasePostgreSQLDatabase Branching1 API43.9R2CompanyFinancial-ServicesEmbedded FinanceLending1 API43.2VoltPaymentsUnited KingdomOpen BankingAccount-to-Account1 API42.4DaytonaSandboxesSecure ExecutionAI AgentsCoding Agents1 API41.8ThunderCoreCompanyCryptoBlockchainEVM4 APIs41.2VersCompanyComputeVirtualizationMicroVM1 API40.5TrellixCloud SecurityCybersecurityEndpoint SecurityThreat Detection2 APIs39.9Fifth Third BancorpBankingUnited StatesEmbedded FinanceBanking as a Service1 API39.8
Thin 7 Limited public surface area
KalshiPrediction MarketsEvent ContractsExchangeCFTC1 API38.5ArchalCompanyAI AgentsAgent TestingDeveloper Tools1 API35.9Sandbox BankingAPI IntegrationBankingCore BankingCredit Unions1 API35.0Band ProtocolBlockchainOracleData FeedsPrice Feeds7 APIs34.6exe.devCompanyDeveloper ToolsCloud ComputingVirtual Machines1 API32.0Platzi Fake Store APIE-CommerceFake APIJWTPrototyping1 API29.3ResslMock APIsAPI TestingAI AgentsAgent Evaluation1 API27.2
Emerging 6 Early or largely undocumented
Deluxe CorporationPaymentsMerchant ServicesCard ProcessingACH4 APIs25.25ireBlockchainlayer-1smart-contractsEVM3 APIs23.4SonicWallCybersecurityNetwork SecurityFirewallNext-Generation Firewall17.7Babylon.js3DGame EngineRenderingWebGL18 APIs16.8ClassPassFitnessWellnessClass BookingMarketplace2 APIs16.4Cross River BankBankingBanking as a ServiceSponsor BankEmbedded Finance8 APIs15.6
Minimal 1 Almost no public developer surface
InfosysIT ServicesConsultingBankingOpen Banking2 APIs5.6

APIs with this tag (39)

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
Salesforce Sandbox APIManage sandboxes82.5OpenAI Agents SDKThe OpenAI Agents SDK is a lightweight framework for building multi-agent workflows in Python and TypeScrip...76.8OpenAI Containers APIThe Containers API from OpenAI — 5 operation(s) for containers.76.8Lightspark Sandbox APIEndpoints to trigger test cases in sandbox69.2Orange Business Evolution Platform IaaS APISandbox IaaS environment for testing applications on Orange Business's Evolution Platform with full REST AP...67.3
Strong 9 Solid coverage with minor gaps
Palo Alto Networks Sandbox API{'$ref': 'desc/sandbox/sandbox.md'}65.9Daytona sandbox APIThe sandbox API from Daytona — 37 operation(s) for sandbox.64.9Dwolla sandbox simulations APISandbox-only operations for simulating processing of bank transfers61.8Structify sandbox APISandbox management endpoints60.9Oracle Health Code Console (Developer Portal)The Oracle Health Code Console (formerly Cerner Code) is the developer portal used to register SMART on FHI...59.6ETSI MEC Sandbox / EdgeNative ConnectorA hosted, free interactive environment where developers exercise live ETSI MEC service APIs against emulate...56.6Unstoppable Finance (Iron) Sandbox APIOperations for Sandbox Testing56.6Tower Sandbox APIThe Sandbox API from Tower — 1 operation(s) for sandbox.55.3Prime Intellect Sandbox APISecure remote code-execution sandboxes for AI agents. Create and manage Python-3.11-slim-based sandboxes, e...55.1
Developing 17 Usable, with meaningful gaps to close
Fintecture Sandbox APIThe Sandbox API from Fintecture — 1 operation(s) for sandbox.54.2Ondo Finance Sandbox APIThe Sandbox API from Ondo Finance — 2 operation(s) for sandbox.53.7Malwarebytes Sandbox APIThe Sandbox API from Malwarebytes — 2 operation(s) for sandbox.53.3MTN MoMo Sandbox User Provisioning APIProvision sandbox API users and API keys for the MTN MoMo Open API test environment, the self-serve step th...52.5Bond Simulation (Sandbox) APISandbox-only endpoints for deterministically testing banking flows before going live — simulate a card tran...50.8Bridge Sandbox APIThe Sandbox API from Bridge — 1 operation(s) for sandbox.50.3Pinwheel Sandbox APIThe Sandbox API from Pinwheel — 1 operation(s) for sandbox.50.3Itron GenX / Starfish StudioGenX is the marketing umbrella under which Itron positions next-generation grid-edge solutions for develope...50.0Cadana Sandbox APIAPIs for relevant sandbox simulations48.9Klavis AI Sandbox APIAcquire and manage isolated sandbox VMs47.9CodeSandbox sandbox APIBrowser and VM sandbox management46.2CoreWeave Sandbox Control Plane APIThe Sandbox Control Plane API provisions ephemeral compute sandboxes for short-lived, isolated workloads on...45.1Pinterest Sandbox APIThe Sandbox API from Pinterest — 1 operation(s) for sandbox.44.5R2 Sandbox APIThe Sandbox API from R2 — 1 operation(s) for sandbox.43.2Daytona sandbox APIThe sandbox API from Daytona — 37 operation(s) for sandbox.41.8ThunderCore Testnet JSON-RPC APIEthereum-compatible JSON-RPC 2.0 API for the ThunderCore testnet (chain ID 18, TST gas token), with a fauce...41.2Trellix Intelligent Sandbox APIREST API for Trellix Intelligent Sandbox (formerly Advanced Threat Defense) that enables automated submissi...39.9
Thin 3 Limited public surface area
Kalshi Trade API (Demo)Demo / sandbox environment for the Kalshi Trade API - mirrors production semantics with simulated balances ...38.5Mock Bank APIThe Mock Bank API provides a sandbox environment for testing and developing banking integrations without co...35.0BandChain Testnet REST APIThe BandChain V3 Testnet REST API mirrors the mainnet REST API and provides a sandbox environment for devel...34.6
Emerging 4 Early or largely undocumented
5ireChain Thunder Testnet JSON-RPCEthereum-compatible JSON-RPC 2.0 endpoint for the 5ireChain Thunder testnet (EIP-155 chain ID 997, native c...23.4Babylon.js PlaygroundHosted browser-based IDE for writing and sharing Babylon.js scenes as TypeScript snippets. Backed by the Ba...16.8ClassPass Partner Certification & Token PortalThe client-side application shell served at developers.classpass.com (inspectable without authenticating) d...16.4Cross River Postman CollectionPostman collection of the COS APIs distributed to onboarded partners to accelerate sandbox testing and inte...15.6
Minimal 1 Almost no public developer surface
Infosys Finacle Open Bank Project SandboxPublic Open Bank Project sandbox instance hosted by Infosys Finacle that exposes standard OBP REST APIs for...5.6

Score breakdown

Frequency
54.7
log-scaled weighted occurrences
Breadth
1.6
spread across providers
Quality lift
56.1
mean composite of providers using it
Cohesion
5.8
strength of nearest seed neighbor

Related tags

Testing 12 co-occurrences ACH 6 co-occurrences APIKeys 10 co-occurrences KYC 8 co-occurrences Onboarding 7 co-occurrences Schedules 5 co-occurrences Usage 6 co-occurrences Orchestration 5 co-occurrences

Where this tag comes from

Provider tag15
Api tag45
Openapi tag19
Openapi op tag106

Cohort brief

Auto-generated

The 58 providers in the APIs.io catalog tagged Sandbox, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
58
all scored
Mean Kin Score
45.9
+25.2 vs catalog 20.7
Mean Agent Readiness
28
+18.3 vs catalog 9.7
Spread
5.6–83.3
median 47.4 · σ 15.2
How the 58 split by band
Exemplar 3Strong 14Developing 26Thin 9Emerging 5Minimal 1
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 54.3 17.9 +36.4 58
Contract Quality 50.2 17.5 +32.7 58
Operational Transparency 33.6 11.3 +22.3 58
Access Clarity 38.5 22.3 +16.2 58
Discoverability 75.2 60.4 +14.8 58
Contract Governance 17.2 6.4 +10.8 58

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) 57% 16% +41
MCP server (first-party) 21% 7% +14
Agent Skills 0% 0% 0
OAuth scopes 17% 9% +8
Security 100% 88% +12
Arazzo workflows 17% 2% +15
Governance rules 29% 13% +16

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 Salesforce 83.3
  2. 2 Lightspark 71.4
  3. 3 Plaid 68.2
  4. 4 Daytona 65.2
  5. 5 OpenAI 64.2
  6. 6 Palo Alto Networks 63.7
  7. 7 Dwolla 62.6
  8. 8 Structify 62.6
  9. 9 Goodlord 61.7
  10. 10 Oracle Health (Cerner) 60.7
Top by Agent Readiness
  1. 1 Lightspark 52.6
  2. 2 Salesforce 52.2
  3. 3 Dwolla 48.6
  4. 4 ETSI 47.9
  5. 5 Dedalus Labs 42.8
  6. 6 Tower 41.6
  7. 7 Remote 41.3
  8. 8 Fifth Third Bancorp 39.4
  9. 9 Palo Alto Networks 39.4
  10. 10 Structify 37.9
All 58 members of this roster resolve to a scored provider in the catalog.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

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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.
All 92 tools →

Call it yourself

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This tag 
curl "https://apis.io/api/v1/tags/sandbox"
All tags 
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/sandbox"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/sandbox/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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