Qwiet Ai
Qwiet AI (by Harness, formerly ShiftLeft) is an application security testing platform that unifies SAST, SCA, secrets, IaC, and container scanning with AI-assisted AutoFix remediation. The Qwiet AI API v4 (https://app.shiftleft.io/api/v4) lets teams programmatically manage applications, run and read code scans, work with findings and source-to-sink data flows, request and apply AutoFix recommendations, look up package CVEs (Intelligent SCA), manage RBAC/teams/tokens, and configure alerting webhooks and Slack notifications. Qwiet also ships a first-party CLI (`sl`), a published MCP server (harness-code-security-mcp), and packaged agent skills, making its code-security workflows agent-ready. Surfaced as a portfolio company of Mayfield and enriched from the provider's public developer surface.
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 Qwiet Ai the way a machine reads it — 31 machine-readable artifacts across 27 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 — Qwiet Ai scores 53.2/100 (developing), with a separate agent-readiness read of 57/100 (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 Qwiet Ai
Each block below is one kind of artifact we hold for Qwiet Ai. 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 27
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.
Qwiet Ai alerting API
Notification and alerting related endpoints (such as webhooks)
Qwiet Ai analyze API
The analyze API from Qwiet Ai — 2 operation(s) for analyze.
Qwiet Ai app_groups API
The user-created groups of applications. [](https://god.gw.postman.com/run-collection/9829310-3251cbed-4ae3-4b06-8cad-c8748e49c...
Qwiet Ai app_labels API
The user-created application labels. [](https://god.gw.postman.com/run-collection/30743751-da3c929b-651f-414c-993c-ee2b2573b2f4...
Qwiet Ai apps API
The applications submitted for analysis. [](https://god.gw.postman.com/run-collection/9829310-e9d0bf19-30bd-46f4-b40c-9df03d2a4...
Qwiet Ai autofix API
The AutoFix suggestions for findings in applications. Harness SAST and SCA AutoFix uses large language models (LLMs) to generate potential code fix suggestions for findings prod...
Qwiet Ai azureboard API
The endpoints to manage the Azure Boards integration.
Qwiet Ai branches API
The branch information for scans of applications.
Qwiet Ai comments API
The text threads (with individual comments ordered by time) attached to findings. [](https://god.gw.postman.com/run-collection/...
Qwiet Ai compounds API
Multi-Language Apps are groups of applications that are scanned together as a single application. This is useful for applications that are a compound of various programming lang...
Qwiet Ai findings API
The results of a scan (which can include vulnerabilities, secrets, or insights). [](https://god.gw.postman.com/run-collection/9...
Qwiet Ai org_backup API
The endpoints for downloading backups of an organization's data.
Qwiet Ai orgs API
The logical grouping (e.g., tenant/account) within Qwiet that defines a set of users, teams, and applications. [](https://god.g...
Qwiet Ai rbac API
Roles-based access control (RBAC) allows you to control the permissions users in an organization are granted. The permissions granted to a user are additive. The base level of a...
Qwiet Ai reports API
The summaries of applications and their findings for a specific organization. [](https://god.gw.postman.com/run-collection/9829...
Qwiet Ai SAML API
The integration endpoints allowing orgs to configure Qwiet to act as a SAML service provider (SP) that uses the customer's identity provider (IdP) to log users in. [](https://god.gw.postman.com/run-col...
Qwiet Ai scans API
The instances where Qwiet AI by Harness is invoked to identify findings in an application. [](https://god.gw.postman.com/run-co...
Qwiet Ai scopes API
Scopes define the type of resource and the operation that you can perform with the access token you bear. For example, `scans:create` means that the bearer of the token with thi...
Qwiet Ai slack API
The integration endpoints enabling users to set up a Slack integration.
Qwiet Ai team_config API
The endpoints to manage team-level configuration.
Qwiet Ai tokens API
Used to authenticate with the API. Can be issued by org admins. Each access token is owned by the org that issued it. [](https:...
Qwiet Ai users API
Users pertains the users in general as qwiet.ai users and of each org as organization users.
Qwiet Ai versions API
The specific instances of an application scanned using Qwiet AI by Harness. [](https://god.gw.postman.com/run-collection/982931...
Qwiet Ai wiz API
The endpoints to manage the Wiz integration.
Scroll within the panel for all 27 ·
MCP Servers 1
Model Context Protocol servers expose these APIs directly to AI agents. We profile them because agent-native access is the fastest-growing way this provider's capabilities actually get used.
Model Context Protocol servers that expose these APIs to AI agents.
qwiet-ai-mcp.yml
MCP SERVEREvent Specifications 1
Not every API is request/response. AsyncAPI describes the event-driven and streaming side — the webhooks and channels — so the asynchronous half of the interface is documented the same way the synchronous half is.
AsyncAPI definitions for this provider's event-driven and streaming APIs.
Qwiet Ai Alerting Webhooks
ASYNCAPISecurity 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.
Resources
Every other property we hold for Qwiet Ai — 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 3
MCP servers, agent skills, and machine-readable catalogs
Design & Contract 6
Pagination, idempotency, versioning, errors, and events
Build 5
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
Commercial 3
Pricing, plans, and the legal terms of use
Company 1
The organization behind the API
Other 1
Properties that don't map to a standard resource type
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