GridGain
GridGain is a unified real-time data platform that provides in-memory computing for transactions, analytics, and AI workloads. Built on top of Apache Ignite, it offers distributed database, caching, and computing capabilities for high-performance data-intensive applications.
Real signal across most facets with visible, nameable gaps — the contract exists but is thin, or the portal is good while governance and commercial terms are absent.
API Evangelist profiles GridGain the way a machine reads it — 34 machine-readable artifacts across 26 APIs, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.
Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — GridGain scores 46.1/100 (developing), with a separate agent-readiness read of 48/100 (agent ready). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.
Kin Score
This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
How we profile GridGain
Each block below is one kind of artifact we hold for GridGain. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.
APIs 26
Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.
Individual APIs this provider publishes, each with its own machine-readable definition.
GridGain REST API
Legacy GridGain 8 / Apache Ignite REST API for cache operations, SQL and scan queries, cluster activation, and node management over HTTP.
GridGain authentication API
The authentication API from GridGain — 3 operation(s) for authentication.
GridGain cdcManagement API
The cdcManagement API from GridGain — 9 operation(s) for cdcmanagement.
GridGain clusterConfiguration API
The clusterConfiguration API from GridGain — 2 operation(s) for clusterconfiguration.
GridGain clusterManagement API
The clusterManagement API from GridGain — 3 operation(s) for clustermanagement.
GridGain clusterMetric API
The clusterMetric API from GridGain — 3 operation(s) for clustermetric.
GridGain compute API
The compute API from GridGain — 3 operation(s) for compute.
GridGain dataNodes API
The dataNodes API from GridGain — 3 operation(s) for datanodes.
GridGain dcr API
The dcr API from GridGain — 6 operation(s) for dcr.
GridGain deployment API
The deployment API from GridGain — 7 operation(s) for deployment.
GridGain distribution API
The distribution API from GridGain — 1 operation(s) for distribution.
GridGain licenseManagement API
The licenseManagement API from GridGain — 6 operation(s) for licensemanagement.
GridGain nodeConfiguration API
The nodeConfiguration API from GridGain — 2 operation(s) for nodeconfiguration.
GridGain nodeManagement API
The nodeManagement API from GridGain — 3 operation(s) for nodemanagement.
GridGain nodeMetric API
The nodeMetric API from GridGain — 4 operation(s) for nodemetric.
GridGain privilegesGrants API
The privilegesGrants API from GridGain — 3 operation(s) for privilegesgrants.
GridGain recovery API
The recovery API from GridGain — 9 operation(s) for recovery.
GridGain roleAssignments API
The roleAssignments API from GridGain — 5 operation(s) for roleassignments.
GridGain roleManagement API
The roleManagement API from GridGain — 2 operation(s) for rolemanagement.
GridGain snapshotManagement API
The snapshotManagement API from GridGain — 6 operation(s) for snapshotmanagement.
GridGain sql API
The sql API from GridGain — 3 operation(s) for sql.
GridGain system API
The system API from GridGain — 2 operation(s) for system.
GridGain topology API
The topology API from GridGain — 2 operation(s) for topology.
GridGain transactions API
The transactions API from GridGain — 2 operation(s) for transactions.
GridGain upgrade API
The upgrade API from GridGain — 4 operation(s) for upgrade.
GridGain userManagement API
The userManagement API from GridGain — 2 operation(s) for usermanagement.
Scroll within the panel for all 26 ·
Open Collections 1
Open, tool-agnostic collections carry the same runnable value as Postman without locking you to one client — the portable, forkable form of the same exercise.
Open, tool-agnostic API collections (OpenAPI-derived and Bruno).
GridGain REST module
OPEN COLLECTIONPricing Plans 1
Pricing is part of the interface. Machine-readable plans tell you what a tier costs and includes before you commit — one of the six things the Kin Score reads for commercial clarity.
Published pricing tiers and plan structures.
Rate Limits 1
Rate limits are the difference between a demo that works and a production integration that doesn't fall over. Publishing them is an operational-transparency signal — and a hard requirement for any agent that plans its own throughput.
Documented rate limits and quota policies.
Gridgain Rate Limits
RATE LIMITSFinOps 1
Cost, billing, and metering signals let a buyer model the financial operations of an API before it's live. We profile them for the same reason we profile pricing: the money is part of the contract.
Cost, billing, and metering signals for API financial operations.
Gridgain Finops
FINOPSSpectral Rules 1
Governance rulesets we run against this provider's specs — the automated checks behind parts of the score. Profiling them makes the quality bar explicit and re-runnable, not a matter of opinion.
GridGain API Rules
SPECTRALSecurity Posture 2
Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Agentic Access 1
An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.
Recommended x-agentic-access execution contracts for AI agents.
Resources
Every other property we hold for GridGain — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.
Get Started 1
Portal, sign-up, and the first successful call
Documentation 1
Reference material describing how the API behaves
Agent Surfaces 1
MCP servers, agent skills, and machine-readable catalogs
Build 1
SDKs, sample code, and the tooling you integrate with
Access & Security 2
Authentication, authorization, and security posture
Operate 1
Status, limits, changes, and where to get help
Company 3
The organization behind the API
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