established · 0.2 marketcapability domainschema

Sandbox

Score 25.3 / 100 30 providers +54 via APIs 66 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: SandboxesSandbox

Providers using this tag (30)

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

Exemplar 2 Complete, well-documented, and agent-ready
DaytonaArtificial IntelligenceAgentsCloudCode Execution12 APIs69.2E2BArtificial IntelligenceAgentsCode ExecutionCode Interpreter3 APIs67.4
Strong 8 Solid coverage with minor gaps
ModalServerlessComputeGPUAI Infrastructure1 API64.5KoyebCloud PlatformDeploymentPlatform-as-a-ServiceServerless1 API63.5DwollaPaymentsACHBank TransfersFintech20 APIs61.6RunloopArtificial IntelligenceAI AgentsCoding Agents14 APIs59.6FreestyleArtificial IntelligenceAgentsVMs8 APIs58.7Dedalus LabsCompanyArtificial IntelligenceAgentsMCP2 APIs58.3ComposioAI AgentsAuthenticationIntegrationMCP3 APIs57.6Prime IntellectArtificial IntelligenceReinforcement LearningGPU ComputeDecentralized Compute3 APIs55.6
Developing 8 Usable, with meaningful gaps to close
AmikaCompanyAI AgentsCoding AgentsDeveloper Tools1 API51.2Anchor BrowserBrowser InfrastructureAI AgentsCloud BrowserBrowser Automation1 API49.3VirusTotalAnti MalwareThreat IntelligenceSecurityFile Analysis7 APIs48.3Smol MachinesCompanyMicroVMVirtualization3 APIs46.8Novita AIArtificial IntelligenceLLMInferenceGPU2 APIs46.5Klavis AIMCPMCP ServerMCP HostingConnectors1 API44.5ArdentCompanyDatabasePostgreSQLDatabase Branching1 API42.9VersCompanyComputeVirtualizationMicroVM1 API39.5
Thin 8 Limited public surface area
LimrunCompanyMobileiOSAndroid1 API38.2RuntimeCompanyCoding AgentsDeveloper ToolsAI Infrastructure1 API36.4MorphArtificial IntelligenceCode EditingFast ApplyEmbeddings1 API34.4ArchalCompanyAI AgentsAgent TestingDeveloper Tools1 API33.6BlaxelArtificial IntelligenceAgentsInfrastructure1 API33.4exe.devCompanyDeveloper ToolsCloud ComputingVirtual Machines1 API33.1Platzi Fake Store APIE-CommerceFake APIJWTPrototyping1 API26.6ResslMock APIsAPI TestingAI AgentsAgent Evaluation1 API26.4
Emerging 4 Early or largely undocumented
Lightning AICompanyAi MlMachine LearningGPU Cloud2 APIs26.0SonicWallCybersecurityNetwork SecurityFirewallNext-Generation Firewall17.8Arga LabsCompanyAPI TestingDigital Twin1 API16.6LabLabeeCompanyTelecommunicationsNetwork AutomationTraining12.4

APIs with this tag (65)

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 11 Complete, well-documented, and agent-ready
Salesforce Sandbox APIManage sandboxes91.0OpenAI Agents SDKThe OpenAI Agents SDK is a lightweight framework for building multi-agent workflows in Python and TypeScrip...84.8OpenAI Containers APIThe Containers API from OpenAI — 5 operation(s) for containers.84.8JobsPipe Sandbox APIThe Sandbox API from JobsPipe — 4 operation(s) for sandbox.79.9Palo Alto Networks Sandbox API{'$ref': 'desc/sandbox/sandbox.md'}73.4Canvas Sandboxes APIThe Sandboxes API from Canvas — 1 operation(s) for sandboxes.70.3Daytona Sandbox APIThe sandbox API from Daytona — 37 operation(s) for sandbox.69.2Adobe Experience Cloud Sandboxes APIOperations for managing platform sandboxes68.7E2B Sandboxes APIThe sandboxes API from E2B — 13 operation(s) for sandboxes.67.4Structify Sandbox APISandbox management endpoints66.6SignSealShip Partner API Sandbox APIDeterministic lifecycle simulation for TEST orders (sss_pk_test_ keys) — real state machine, real signed we...66.5
Strong 15 Solid coverage with minor gaps
Lightspark Sandbox APIEndpoints to trigger test cases in sandbox66.4Orange Business Evolution Platform IaaS APISandbox IaaS environment for testing applications on Orange Business's Evolution Platform with full REST AP...65.3Modal Sandboxes APISpins up isolated, GPU-capable sandbox containers for running untrusted code (LLM agents, tool use, code-in...64.5MediaRuntime Sandbox APICreate a bounded public-sandbox session.63.6Memo Bank Sandbox APISandbox only endpoints.61.6Veracode Sandboxes APIDevelopment sandbox management61.1Malwarebytes Sandbox APIThe Sandbox API from Malwarebytes — 2 operation(s) for sandbox.59.6ParlayAPI Sandbox APIAuth-less deterministic responses for integration testing without credits.58.8FIS Global Sandbox APIThe Sandbox API from FIS Global — 2 operation(s) for sandbox.58.6Duvo Ai Sandboxes APICreate sandboxes and upload files for agent runs56.6Prime Intellect Sandbox APISecure remote code-execution sandboxes for AI agents. Create and manage Python-3.11-slim-based sandboxes, e...55.6Signadot Sandboxes APIThe Sandboxes API from Signadot — 2 operation(s) for sandboxes.55.6Unstoppable Finance (Iron) Sandbox APIOperations for Sandbox Testing55.6Tower Sandbox APIThe Sandbox API from Tower — 1 operation(s) for sandbox.55.4Fintecture Sandbox APIThe Sandbox API from Fintecture — 1 operation(s) for sandbox.55.1
Developing 25 Usable, with meaningful gaps to close
Letta Sandboxes APIManage code-execution sandboxes used by sandbox tools.53.0Justt Sandbox APIThe Sandbox API from Justt — 1 operation(s) for sandbox.52.2MTN MoMo Sandbox User Provisioning APIProvision sandbox API users and API keys for the MTN MoMo Open API test environment, the self-serve step th...52.2Amika Sandboxes APIThe Sandboxes API from Amika — 16 operation(s) for sandboxes.51.2ETSI MEC Sandbox / EdgeNative ConnectorA hosted, free interactive environment where developers exercise live ETSI MEC service APIs against emulate...50.7Ondo Finance Sandbox APIThe Sandbox API from Ondo Finance — 2 operation(s) for sandbox.49.8Itron GenX / Starfish StudioGenX is the marketing umbrella under which Itron positions next-generation grid-edge solutions for develope...48.8Akamai Sandboxes APIThe Sandboxes API from Akamai — 3 operation(s) for sandboxes.48.5Bond Simulation (Sandbox) APISandbox-only endpoints for deterministically testing banking flows before going live — simulate a card tran...48.2Cadana Sandbox APIAPIs for relevant sandbox simulations48.2Bridge Sandbox APIThe Sandbox API from Bridge — 1 operation(s) for sandbox.46.8Smol Machines Sandboxes APISandbox lifecycle management46.8Pinwheel Sandbox APIThe Sandbox API from Pinwheel — 1 operation(s) for sandbox.46.6Oracle Health Code Console (Developer Portal)The Oracle Health Code Console (formerly Cerner Code) is the developer portal used to register SMART on FHI...46.0CoreWeave Sandbox Control Plane APIThe Sandbox Control Plane API provisions ephemeral compute sandboxes for short-lived, isolated workloads on...44.7Klavis AI Sandbox APIAcquire and manage isolated sandbox VMs44.5Klavis MCP Platform APIThe Klavis API manages hosted MCP servers, OAuth flows for 50+ integrated services, Strata multi-tool serve...44.5Clearstream API Platform (Playground)The Clearstream API Platform is the REST tier of ClearstreamXact, reachable at https://api.clearstream.com ...44.1CodeSandbox Sandbox APIBrowser and VM sandbox management43.9LangChain Sandboxes APIThe sandboxes API from LangChain — 11 operation(s) for sandboxes.43.9R2 Sandbox APIThe Sandbox API from R2 — 1 operation(s) for sandbox.43.3Trellix Intelligent Sandbox APIREST API for Trellix Intelligent Sandbox (formerly Advanced Threat Defense) that enables automated submissi...43.3Fifth Third Bancorp Sandbox APIThe Sandbox section provides tools to test and simulate interactions with the Newline API in a controlled e...40.9ThunderCore Testnet JSON-RPC APIEthereum-compatible JSON-RPC 2.0 API for the ThunderCore testnet (chain ID 18, TST gas token), with a fauce...40.7Volt Sandbox APIOperations related to sandbox operations.40.2
Thin 8 Limited public surface area
LangSmith Sandboxes APIThe sandboxes API from LangSmith — 12 operation(s) for sandboxes.38.4Agent Diff Sandboxes APIThe Sandboxes API from Agent Diff — 2 operation(s) for sandboxes.35.9Kalshi Trade API (Demo)Demo / sandbox environment for the Kalshi Trade API - mirrors production semantics with simulated balances ...35.5Tensorlake Sandboxes APIMicroVM sandboxes for serverless workflows and agent code.35.2Morph Cloud Sandboxes APIInfinibranch microVM (Firecracker) sandbox infrastructure for agents - a user-scoped API for managing insta...34.4Mock Bank APIThe Mock Bank API provides a sandbox environment for testing and developing banking integrations without co...32.8BandChain Testnet REST APIThe BandChain V3 Testnet REST API mirrors the mainnet REST API and provides a sandbox environment for devel...31.9Cross River Postman CollectionPostman collection of the COS APIs distributed to onboarded partners to accelerate sandbox testing and inte...29.6
Emerging 5 Early or largely undocumented
Lightning AI Platform APIThe Lightning AI control-plane API used by the lightning-sdk Python SDK, the @lightningai/sdk JavaScript SD...26.05ireChain Thunder Testnet JSON-RPCEthereum-compatible JSON-RPC 2.0 endpoint for the 5ireChain Thunder testnet (EIP-155 chain ID 997, native c...23.3Arga APIPublic REST API for Arga's testing infrastructure — provision digital twins, deploy branches/PRs into sandb...16.6Babylon.js PlaygroundHosted browser-based IDE for writing and sharing Babylon.js scenes as TypeScript snippets. Backed by the Ba...15.1ClassPass Partner Certification & Token PortalThe client-side application shell served at developers.classpass.com (inspectable without authenticating) d...14.7
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

Companies reaching this through an API (54)

These companies publish an API, specification or operation carrying “Sandbox” 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.

5ire Adobe Experience Cloud Agent Diff Akamai Babylon.js Band Protocol Bond Bridge Cadana Canvas ClassPass Clearstream CodeSandbox CoreWeave Cross River Bank Duvo Ai ETSI Fifth Third Bancorp Fintecture FIS Global Grubhub Infosys Itron JobsPipe Justt Kalshi LangChain LangSmith Letta Lightspark Malwarebytes MediaRuntime Memo Bank MTN Group Ondo Finance OpenAI Oracle Health (Cerner) Orange Business Palo Alto Networks ParlayAPI Pinwheel R2 Salesforce Sandbox Banking Signadot SignSealShip Partner API Structify Tensorlake ThunderCore Tower
Show all 54 companies ↓
Trellix Unstoppable Finance (Iron) Veracode Volt

Score breakdown

Frequency
57.6
log-scaled weighted occurrences
Breadth
0.8
spread across providers
Quality lift
53.4
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

Code Execution 7 co-occurrences MicroVM 6 co-occurrences APIKeys 14 co-occurrences Service Accounts 5 co-occurrences Coding Agents 5 co-occurrences Tools 7 co-occurrences Volumes 5 co-occurrences

Where this tag comes from

Api tag66
Provider tag30
Openapi tag29
Openapi op tag79

Cohort brief

Auto-generated

The 30 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
30
all scored
Mean Kin Score
43.5
+20.6 vs catalog 22.9
Mean Agent Readiness
27.5
+15.6 vs catalog 11.9
Spread
12.4–65.3
median 45.4 · σ 14.9
How the 30 split by band
Exemplar 0Strong 9Developing 9Thin 8Emerging 4Minimal 0
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 59.2 23.2 +36 30
Contract Quality 40.3 17.6 +22.7 30
Access Clarity 44 26.5 +17.5 30
Operational Transparency 30.2 13.7 +16.5 30
Discoverability 68.6 58.1 +10.5 30
Contract Governance 8.5 6.3 +2.2 30

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) 37% 14% +23
MCP server (first-party) 37% 12% +25
Agent Skills 0% 0% 0
OAuth scopes 7% 11% -4
Security 100% 98% +2
Arazzo workflows 17% 2% +15
Governance rules 27% 14% +13

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 E2B 65.3
  2. 2 Modal 64.5
  3. 3 Koyeb 63.5
  4. 4 Daytona 62.9
  5. 5 Dwolla 61.6
  6. 6 Runloop 59
  7. 7 Freestyle 58.1
  8. 8 Composio 57.1
  9. 9 Prime Intellect 55
  10. 10 Dedalus Labs 52.6
Top by Agent Readiness
  1. 1 Anchor Browser 57.1
  2. 2 Dwolla 52.9
  3. 3 Blaxel 44.6
  4. 4 Limrun 43
  5. 5 Dedalus Labs 40.7
  6. 6 Koyeb 39.8
  7. 7 Novita AI 33.9
  8. 8 Prime Intellect 33.7
  9. 9 Modal 33.5
  10. 10 Ardent 32.9
All 30 members of this roster resolve to a scored provider in the catalog.
Coverage caveat. 21 of 30 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 5 October 2026, across 29093 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 →

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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