Scalarr

Scalarr Inc. is a cybersecurity company that now operates primarily as AI EdgeLabs (edgelabs.ai), an AI-native runtime detection and response platform for workloads, containers, GPU environments, AI agents and edge infrastructure, with local inference, zero data egress, and out-of-the-box NIS2 and Cyber Resilience Act control mapping in its Compliance Center. It publishes Parallax, an Apache-2.0 runtime security engine for AI agents written in Rust, which ships as a single binary exposing a two-endpoint HTTP evaluation API (POST /evaluate, GET /health) plus a proxy mode that sits between an agent and the LLM API, 54 curated rules across five evaluator engines, and first-party integrations for OpenClaw, Claude Code and the Codex CLI. Scalarr's original business - the machine-learning mobile ad-fraud Protection Suite and DeepView on scalarr.io - appears dormant: the site is still served but its content and sitemap have not been updated since 2022-2023 and api.scalarr.io answers every path with a default OpenResty 404. Scalarr is a portfolio company of Speedinvest. The hosted AI EdgeLabs platform API at portal.edgelabs.ai/api/ is real but undocumented and authentication-gated; no OpenAPI, AsyncAPI, GraphQL schema or MCP server is published for any surface.

Scalarr publishes 2 APIs on the APIs.io network. Tagged areas include Company, Cybersecurity, Runtime Security, AI Agent Security, and Container Security.

The Scalarr catalog on APIs.io includes 1 event-driven AsyncAPI specification.

Scalarr’s developer surface includes engineering blog, pricing, signup flow, support, CLI, changelog, authentication, and 23 more developer resources.

47.8/100 developing ▲ 35.5 Agent 40/100 agent ready Full breakdown ↓
scored 2026-08-17 · rubric v0.11.0
AccessFreemiumSelf serveFree trial⚡ Free to try
2 APIs
CompanyCybersecurityRuntime SecurityAI Agent SecurityContainer SecurityKubernetesEdge ComputingVulnerability ManagementComplianceNIS2Machine LearningArtificial IntelligenceOpen SourceFraud DetectionMobile Ad Fraud

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-08-17 · rubric v0.11.0
Composite quality — 47.8/100 · developing
Contract Quality 12.9 / 25
Developer Ergonomics 4.8 / 20
Commercial Clarity 15.3 / 20
Operational Transparency 5.8 / 13
Governance 1.5 / 12
Discoverability 7.6 / 10
Agent readiness — 40/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 3 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/scalarr: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 2

Individual APIs this provider publishes, each with its own machine-readable definition.

Parallax Evaluation API

Self-hosted HTTP API of Parallax, the Apache-2.0 runtime security engine Scalarr publishes for AI agents. Two endpoints: POST /evaluate takes a lifecycle event (message.before, ...

AI EdgeLabs Portal API

The HTTP API behind the AI EdgeLabs customer console at portal.edgelabs.ai. Confirmed live on 2026-08-13 - every path under /api/ answered HTTP 401 with a structured JSON envelo...

Pricing Plans 1

Published pricing tiers and plan structures.

Scalarr Plans Pricing

5 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Scalarr Rate Limits

0 limits

RATE LIMITS

Event Specifications 1

AsyncAPI definitions for this provider's event-driven and streaming APIs.

Security Posture 3

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Scalarr Authentication

0 schemes

SECURITY

Scalarr Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Scalarr Vulnerability Disclosure

Hackerone · security.txt · contact published

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Build 3

SDKs, sample code, and the tooling you integrate with

Access & Security 5

Authentication, authorization, and security posture

Operate 4

Status, limits, changes, and where to get help

Commercial 6

Pricing, plans, and the legal terms of use

Company 4

The organization behind the API

Source (apis.yml)

apis.yml Raw ↑
aid: scalarr
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: true
  try_now: true
  public: true
  label: Free tier plus paid plans
  confidence: high
  source:
  - https://edgelabs.ai/pricing
  - https://github.com/agent-defense/parallax
  generated: '2026-08-13'
  method: searched
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/scalarr.png
name: Scalarr
description: 'Scalarr Inc. is a cybersecurity company that now operates primarily as AI EdgeLabs (edgelabs.ai), an AI-native
  runtime detection and response platform for workloads, containers, GPU environments, AI agents and edge infrastructure,
  with local inference, zero data egress, and out-of-the-box NIS2 and Cyber Resilience Act control mapping in its Compliance
  Center. It publishes Parallax, an Apache-2.0 runtime security engine for AI agents written in Rust, which ships as a single
  binary exposing a two-endpoint HTTP evaluation API (POST /evaluate, GET /health) plus a proxy mode that sits between an
  agent and the LLM API, 54 curated rules across five evaluator engines, and first-party integrations for OpenClaw, Claude
  Code and the Codex CLI. Scalarr''s original business - the machine-learning mobile ad-fraud Protection Suite and DeepView
  on scalarr.io - appears dormant: the site is still served but its content and sitemap have not been updated since 2022-2023
  and api.scalarr.io answers every path with a default OpenResty 404. Scalarr is a portfolio company of Speedinvest. The hosted
  AI EdgeLabs platform API at portal.edgelabs.ai/api/ is real but undocumented and authentication-gated; no OpenAPI, AsyncAPI,
  GraphQL schema or MCP server is published for any surface.'
url: https://raw.githubusercontent.com/api-evangelist/scalarr/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- speedinvest
x-tier: profiled
x-tier-reason: Real public API surface found on the AI EdgeLabs / Parallax side after the first round recorded the company
  as a marketing-site-only stub.
specificationVersion: '0.21'
created: '2026-07-17'
modified: '2026-08-13'
tags:
- Company
- Cybersecurity
- Runtime Security
- AI Agent Security
- Container Security
- Kubernetes
- Edge Computing
- Vulnerability Management
- Compliance
- NIS2
- Machine Learning
- Artificial Intelligence
- Open Source
- Fraud Detection
- Mobile Ad Fraud
apis:
- name: Parallax Evaluation API
  description: 'Self-hosted HTTP API of Parallax, the Apache-2.0 runtime security engine Scalarr publishes for AI agents.
    Two endpoints: POST /evaluate takes a lifecycle event (message.before, tool.before, tool.after, params.before) with optional
    tool_name, tool_args, tool_result, message_text, model and params, runs it through a cost-ordered chain of regex, keyword-pattern,
    Sigma, CEL and SQL evaluators, and returns a decision (block, redact, detect or allow) with the reasons that matched and
    the elapsed evaluation time; GET /health returns status, mode, evaluator count and version. A proxy mode fronts the Anthropic
    Messages API and evaluates traffic transparently. The server ships with no authentication and binds to 127.0.0.1:9920
    by default.'
  humanURL: https://github.com/agent-defense/parallax
  baseURL: http://{host}:{port}
  tags:
  - Runtime Security
  - AI Agent Security
  - Open Source
  - Prompt Injection
  - Policy Enforcement
  properties:
  - type: Documentation
    url: https://github.com/agent-defense/parallax/tree/main/docs
  - type: APIReference
    url: https://github.com/agent-defense/parallax/blob/main/docs/integrations/generic.md
  - type: GettingStarted
    url: https://github.com/agent-defense/parallax#-quick-start
  - type: SourceCode
    url: https://github.com/agent-defense/parallax
  - type: Roadmap
    url: https://github.com/agent-defense/parallax#-roadmap
  - type: Webhooks
    url: asyncapi/scalarr-parallax-webhooks.yml
  - type: CLI
    url: cli/scalarr-cli.yml
- name: AI EdgeLabs Portal API
  description: 'The HTTP API behind the AI EdgeLabs customer console at portal.edgelabs.ai. Confirmed live on 2026-08-13 -
    every path under /api/ answered HTTP 401 with a structured JSON envelope {"message","status","errorCode","title"} - but
    it is entirely undocumented: no reference page, no OpenAPI, no published authentication model, and no anonymous OAuth
    or OpenID discovery document. Console sign-in federates through Google and GitHub OAuth. Recorded here as a measured,
    authentication-gated surface, not as a documented developer API.'
  humanURL: https://portal.edgelabs.ai
  baseURL: https://portal.edgelabs.ai/api/
  tags:
  - Runtime Security
  - Cybersecurity
  - Compliance
  properties:
  - type: SignUp
    url: https://portal.edgelabs.ai
  - type: Authentication
    url: authentication/scalarr-authentication.yml
  - type: ErrorCatalog
    url: errors/scalarr-problem-types.yml
common:
- type: Website
  url: https://scalarr.io
- type: Website
  url: https://edgelabs.ai
- type: Blog
  url: https://edgelabs.ai/blog
- type: Blog
  url: https://scalarr.io/blog/
- type: Pricing
  url: https://edgelabs.ai/pricing
- type: SignUp
  url: https://portal.edgelabs.ai
- type: Support
  url: https://edgelabs.ai/contact-us
- type: GitHubOrganization
  url: https://github.com/agent-defense
- type: Roadmap
  url: https://github.com/agent-defense/parallax#-roadmap
- type: TermsOfService
  url: https://scalarr.io/document/services_agreement/
- type: TermsOfService
  url: https://edgelabs.ai/terms-and-conditions
- type: PrivacyPolicy
  url: https://scalarr.io/document/scalarr-privacy-policy/
- type: PrivacyPolicy
  url: https://edgelabs.ai/privacy-notice
- type: LLMsTxt
  url: llms/scalarr-llms.txt
- type: WellKnown
  url: well-known/scalarr-well-known.yml
- type: SecurityTxt
  url: well-known/scalarr-security.txt
- type: Security
  url: security/scalarr-vulnerability-disclosure.yml
- type: VulnerabilityDisclosure
  url: security/scalarr-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/scalarr-domain-security.yml
- type: Packages
  url: packages/scalarr-packages.yml
- type: CLI
  url: cli/scalarr-cli.yml
- type: ChangeLog
  url: changelog/scalarr-changelog.yml
- type: Lifecycle
  url: lifecycle/scalarr-lifecycle.yml
- type: Conformance
  url: conformance/scalarr-conformance.yml
- type: Authentication
  url: authentication/scalarr-authentication.yml
- type: Conventions
  url: conventions/scalarr-conventions.yml
- type: ErrorCatalog
  url: errors/scalarr-problem-types.yml
- type: Webhooks
  url: asyncapi/scalarr-parallax-webhooks.yml
- type: Plans
  url: plans/scalarr-plans-pricing.yml
- type: RateLimits
  url: rate-limits/scalarr-rate-limits.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
x-enrichment:
  date: '2026-08-13'
  status: enriched
  artifacts_added: 15
  pass: local-v1