Edge Case Research website screenshot

Edge Case Research

Edge Case Research (operating as "Edge Case", ecr.ai) is a Pittsburgh, Pennsylvania company founded in 2013 that provides functional safety engineering, risk management and safety-assurance software for autonomous and other "frontier technology" systems. Its DevSafeOps methodology carries safety through the whole product lifecycle — hazard identification in design, verified safety evidence in build, and continuous safety monitoring in operations — and its nLoop live-safety-case platform assembles evidence from design, simulation, test and field operations into an auditable, continuously updated safety case. The company works across aerospace and defense, automotive and autonomous trucking, space, oil and gas, and supply chain and logistics, and publishes the Open Autonomy Safety Case framework as SACM XML on GitHub. Edge Case publishes no public product API or OpenAPI; the only machine-readable surface reachable on its own host is the Wix-provided site MCP endpoint advertised in its llms.txt.

Edge Case Research publishes 1 API on the APIs.io network. Tagged areas include Company, Safety, Functional Safety, Autonomous Systems, and Robotics.

Edge Case Research’s developer surface includes engineering blog, support, and 12 more developer resources.

🌐 Visit website 📡 Source on GitHub
13.4/100 emerging ▬ flat Agent 11/100 agent aware Full breakdown ↓
scored 2026-08-17 · rubric v0.11.0
1 APIs 1 MCP Servers
CompanySafetyFunctional SafetyAutonomous SystemsRoboticsArtificial IntelligenceAerospace and DefenseAutomotiveRisk ManagementAssuranceSpaceModel Context Protocol

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-08-17 · rubric v0.11.0
Composite quality — 13.4/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 3.0 / 20
Commercial Clarity 2.1 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 7.6 / 10
Agent readiness — 11/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 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/edge-case-research: 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 1

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

Edge Case Site MCP

The Model Context Protocol endpoint served on Edge Case's own host and advertised in its llms.txt. It is the Wix platform site MCP — it exposes site content, business details, s...

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

edge-case-research-mcp.yml

MCP SERVER

Security Posture 1

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

Edge Case Research Domain Security

TLSv1.3 · DMARC

SECURITY

Resources

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

MCPServer
MCPServer
 LLMsTxt
LLMsTxt

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization
GitHubOrganization

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity
DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support
Support

Commercial 1

Pricing, plans, and the legal terms of use

PrivacyPolicy
PrivacyPolicy

Company 6

The organization behind the API

Website
Website
 Blog
Blog
 About
About
 Careers
Careers
 LinkedIn
LinkedIn
 Twitter
Twitter

Other 2

Properties that don't map to a standard resource type

Products
Products
 SecondaryMarket
SecondaryMarket

Source (apis.yml)

apis.yml Raw ↑ 
aid: edge-case-research
name: Edge Case Research
description: Edge Case Research (operating as "Edge Case", ecr.ai) is a Pittsburgh, Pennsylvania company founded in 2013 that
  provides functional safety engineering, risk management and safety-assurance software for autonomous and other "frontier
  technology" systems. Its DevSafeOps methodology carries safety through the whole product lifecycle — hazard identification
  in design, verified safety evidence in build, and continuous safety monitoring in operations — and its nLoop live-safety-case
  platform assembles evidence from design, simulation, test and field operations into an auditable, continuously updated safety
  case. The company works across aerospace and defense, automotive and autonomous trucking, space, oil and gas, and supply
  chain and logistics, and publishes the Open Autonomy Safety Case framework as SACM XML on GitHub. Edge Case publishes no
  public product API or OpenAPI; the only machine-readable surface reachable on its own host is the Wix-provided site MCP
  endpoint advertised in its llms.txt.
url: https://raw.githubusercontent.com/api-evangelist/edge-case-research/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
x-tier: stub
x-tier-reason: harvest
image: https://static.wixstatic.com/media/9347c4_84bea09e578d4f81b9a5a54b9ec29065%7Emv2.jpg/v1/fit/w_2500,h_1330,al_c/9347c4_84bea09e578d4f81b9a5a54b9ec29065%7Emv2.jpg
specificationVersion: '0.20'
created: '2026-08-04'
modified: '2026-08-04'
tags:
- Company
- Safety
- Functional Safety
- Autonomous Systems
- Robotics
- Artificial Intelligence
- Aerospace and Defense
- Automotive
- Risk Management
- Assurance
- Space
- Model Context Protocol
apis:
- name: Edge Case Site MCP
  description: The Model Context Protocol endpoint served on Edge Case's own host and advertised in its llms.txt. It is the
    Wix platform site MCP — it exposes site content, business details, site search and Wix business-solution API access to
    agents rather than any Edge Case product API. tools/list answers anonymously with nine tools carrying full JSON Schema
    input contracts.
  humanURL: https://www.ecr.ai/llms.txt
  baseURL: https://www.ecr.ai/_api/mcp
  tags:
  - MCP
  - Model Context Protocol
  - Site Content
  properties:
  - type: MCPServer
    url: mcp/edge-case-research-mcp.yml
  - type: LLMsTxt
    url: llms/edge-case-research-llms.txt
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://www.ecr.ai/
- type: Blog
  url: https://www.ecr.ai/blog
- type: GitHubOrganization
  url: https://github.com/EdgeCaseResearch
- type: Support
  url: https://www.ecr.ai/contact
- type: PrivacyPolicy
  url: https://www.ecr.ai/privacy-policy
- type: About
  url: https://www.ecr.ai/our-story
- type: Products
  url: https://www.ecr.ai/product-services
- type: Careers
  url: https://www.ecr.ai/careers
- type: LinkedIn
  url: https://www.linkedin.com/company/edge-case-technology/
- type: Twitter
  url: https://x.com/edgecaseres
- type: SecondaryMarket
  url: https://forgeglobal.com/edge-case-research_stock/
- type: MCPServer
  url: mcp/edge-case-research-mcp.yml
- type: LLMsTxt
  url: llms/edge-case-research-llms.txt
- type: DomainSecurity
  url: security/edge-case-research-domain-security.yml
x-enrichment:
  date: '2026-08-04'
  status: enriched
  artifacts_added: 5
  pass: local-v1