inference-sh
Inference Shell Inc. provides a cloud platform that lets developers run any AI model through a single unified API. The service offers durable execution, human‑in‑the‑loop approval, real‑time observability, and hundreds of integrations. It includes a free tier, pricing plans, comprehensive documentation, and open‑source SDKs, enabling rapid building of production‑grade AI agents.
Solid contracts, transparent operations, and an easy start — typically complete on four or five facets with one clear soft spot.
API Evangelist profiles inference-sh the way a machine reads it — 73 machine-readable artifacts across 1 API, 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 — inference-sh scores 64.1/100 (strong), with a separate agent-readiness read of 44/100 (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.
Why this profile is thin
the company serves an API surface but requires credentials before any description of it can be read
An API exists — we simply could not reach the contract without credentials or a sales conversation. This one is inference-sh's to change: publishing the reference and a machine-readable spec at a public URL, while keeping key issuance behind whatever gate they like, would let an integrator evaluate the API before committing to a call.
What we probed
https://api.inference.sh/openapi.json→ HTTPhttps://api.inference.sh/mcp→ HTTP 401https://inference.sh/→ HTTP 200
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. Every facet and dimension name is a link: it opens that measurement's page on APIs.io, where the rating runs across the whole catalog — the exact checks that feed it, how every profiled provider distributes on it, and who is at the top of it.
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
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How we profile inference-sh
Each block below is one kind of artifact we hold for inference-sh. 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 65
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.
inference-sh Agent Runs API
The agent-runs API from inference-sh — 6 operation(s) for agent-runs.
inference-sh Agents API
The agents API from inference-sh — 45 operation(s) for agents.
inference-sh API Keys API
The api-keys API from inference-sh — 4 operation(s) for api-keys.
inference-sh Apps API
The apps API from inference-sh — 21 operation(s) for apps.
inference-sh Artifacts API
The artifacts API from inference-sh — 31 operation(s) for artifacts.
inference-sh Auth API
The auth API from inference-sh — 47 operation(s) for auth.
inference-sh Auth Providers API
The auth-providers API from inference-sh — 3 operation(s) for auth-providers.
inference-sh Billing API
The billing API from inference-sh — 39 operation(s) for billing.
inference-sh Bounties API
The bounties API from inference-sh — 1 operation(s) for bounties.
inference-sh Chats API
The chats API from inference-sh — 27 operation(s) for chats.
inference-sh Companies API
The companies API from inference-sh — 2 operation(s) for companies.
inference-sh Consent API
The consent API from inference-sh — 2 operation(s) for consent.
inference-sh Content API
The content API from inference-sh — 12 operation(s) for content.
inference-sh Credentials API
The credentials API from inference-sh — 12 operation(s) for credentials.
inference-sh Csp Reports API
The csp-reports API from inference-sh — 1 operation(s) for csp-reports.
inference-sh Engines API
The engines API from inference-sh — 24 operation(s) for engines.
inference-sh Events API
The events API from inference-sh — 1 operation(s) for events.
inference-sh Execs API
The execs API from inference-sh — 5 operation(s) for execs.
inference-sh F API
The _f API from inference-sh — 1 operation(s) for _f.
inference-sh Feedback API
The feedback API from inference-sh — 5 operation(s) for feedback.
inference-sh Files API
The files API from inference-sh — 4 operation(s) for files.
inference-sh Flows API
The flows API from inference-sh — 27 operation(s) for flows.
inference-sh Forms API
The forms API from inference-sh — 10 operation(s) for forms.
inference-sh Harnesses API
The harnesses API from inference-sh — 1 operation(s) for harnesses.
inference-sh Health API
The health API from inference-sh — 1 operation(s) for health.
inference-sh Integrations API
The integrations API from inference-sh — 2 operation(s) for integrations.
inference-sh Interrupts API
The interrupts API from inference-sh — 1 operation(s) for interrupts.
inference-sh Knowledge API
The knowledge API from inference-sh — 17 operation(s) for knowledge.
inference-sh Marketplace API
The marketplace API from inference-sh — 2 operation(s) for marketplace.
inference-sh MCP API
The _mcp API from inference-sh — 3 operation(s) for _mcp.
inference-sh MCP Connections API
The mcp-connections API from inference-sh — 2 operation(s) for mcp-connections.
inference-sh MCP Servers API
The mcp-servers API from inference-sh — 16 operation(s) for mcp-servers.
inference-sh MCP UI Pages API
The mcp-ui-pages API from inference-sh — 1 operation(s) for mcp-ui-pages.
inference-sh Menus API
The menus API from inference-sh — 4 operation(s) for menus.
inference-sh Models API
The models API from inference-sh — 2 operation(s) for models.
inference-sh Notifications API
The notifications API from inference-sh — 2 operation(s) for notifications.
inference-sh OAUTH Callback API
The oauth-callback API from inference-sh — 1 operation(s) for oauth-callback.
inference-sh Openapi.json API
The openapi.json API from inference-sh — 1 operation(s) for openapi.json.
inference-sh Orgs API
The orgs API from inference-sh — 19 operation(s) for orgs.
inference-sh Pages API
The pages API from inference-sh — 7 operation(s) for pages.
inference-sh Pins API
The pins API from inference-sh — 3 operation(s) for pins.
inference-sh Plans API
The plans API from inference-sh — 1 operation(s) for plans.
inference-sh Projects API
The projects API from inference-sh — 3 operation(s) for projects.
inference-sh Publications API
The publications API from inference-sh — 2 operation(s) for publications.
inference-sh Ready API
The ready API from inference-sh — 1 operation(s) for ready.
inference-sh Ref Routes API
The ref-routes API from inference-sh — 1 operation(s) for ref-routes.
inference-sh Relay API
The relay API from inference-sh — 1 operation(s) for relay.
inference-sh Remotes API
The remotes API from inference-sh — 18 operation(s) for remotes.
inference-sh Rules API
The rules API from inference-sh — 1 operation(s) for rules.
inference-sh Sandboxes API
The sandboxes API from inference-sh — 5 operation(s) for sandboxes.
inference-sh Search API
The search API from inference-sh — 3 operation(s) for search.
inference-sh Secrets API
The secrets API from inference-sh — 6 operation(s) for secrets.
inference-sh Session API
The session API from inference-sh — 1 operation(s) for session.
inference-sh Sessions API
The sessions API from inference-sh — 3 operation(s) for sessions.
inference-sh Skills API
The skills API from inference-sh — 20 operation(s) for skills.
inference-sh Sockets API
The sockets API from inference-sh — 4 operation(s) for sockets.
inference-sh Store API
The store API from inference-sh — 33 operation(s) for store.
inference-sh T API
The _t API from inference-sh — 1 operation(s) for _t.
inference-sh Tasks API
The tasks API from inference-sh — 15 operation(s) for tasks.
inference-sh Teams API
The teams API from inference-sh — 24 operation(s) for teams.
inference-sh Trigger Fires API
The trigger-fires API from inference-sh — 3 operation(s) for trigger-fires.
inference-sh Trigger Sources API
The trigger-sources API from inference-sh — 1 operation(s) for trigger-sources.
inference-sh Triggers API
The triggers API from inference-sh — 6 operation(s) for triggers.
inference-sh Users API
The users API from inference-sh — 22 operation(s) for users.
inference-sh Vaults API
The vaults API from inference-sh — 6 operation(s) for vaults.
Scroll within the panel for all 65 ·
Pricing 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 things the Kin Score reads for access clarity — renamed from commercial clarity in rubric 0.12, because a free statutory interface has access terms and no commercial ones.
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.
Inference Sh Rate Limits
RATE LIMITSSpectral 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.
inference-sh API Rules
SPECTRALSecurity Posture 4
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 inference-sh — 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 3
Portal, sign-up, and the first successful call
Documentation 2
Reference material describing how the API behaves
Agent Surfaces 4
MCP servers, agent skills, and machine-readable catalogs
Design & Contract 5
Pagination, idempotency, versioning, errors, and events
Build 4
SDKs, sample code, and the tooling you integrate with
Access & Security 7
Authentication, authorization, and security posture
Scroll within the panel for all 7 ·
Operate 1
Status, limits, changes, and where to get help
Commercial 4
Pricing, plans, and the legal terms of use
Company 2
The organization behind the API
Other 2
Properties that don't map to a standard resource type
← All providers · Data indexed from github.com/api-evangelist/inference-sh · machine-readable index on apis.io
This is an independent, third-party profile of inference-sh, published by API Evangelist. We do not operate, host, resell, or support these APIs, and we are not affiliated with or endorsed by the company unless stated above. Everything here is built from publicly available information — the company's own site, developer portal, documentation, public repositories, and the specifications it publishes for public use. Nothing is obtained by breaching a system, defeating an access control, or using credentials.
The Kin Score and Agent Readiness rating are independently calculated assessments of a company's public API artifacts, scored against a published rubric. They are not certifications, endorsements, security assessments, or audits.
Corrections, re-scores, and removal are free — no partnership or purchase required, and you do not need to justify the request. A removed company is recorded as unrated, never scored zero for having asked. Acknowledgement within one business day; removal within two.
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