General Magic

General Magic provides an AI operating system for insurance brokerages, delivering insurance‑specific artificial intelligence that automates underwriting, servicing, and quality assurance. Their platform enables brokerages to deploy AI agents across messaging channels, improving customer experience, reducing manual effort, and scaling operations without expanding staff. The company focuses on modernizing insurance workflows with AI‑driven insights and automation, targeting the insurance industry’s unique regulatory and operational challenges.

General Magic is profiled on the APIs.io network. Tagged areas include Company, AI, Insurance, Brokerage, and Automation.

General Magic’s developer surface includes documentation, changelog, support, getting-started guide, engineering blog, and 14 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

22.8/100 emerging Agent 23/100 agent aware Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

0 APIs

CompanyAIInsurance Brokerage Automation

Kin Score

Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0

Composite quality — 22.8/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 6.5 / 17

Access Clarity 5.8 / 17

Operational Transparency 2.9 / 11

Contract Governance 0.0 / 10

Discoverability 4.3 / 9

Regulatory Posture 2.5 / 15

Agent readiness — 23/100 · agent aware

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 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 4 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 8 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 6 / 6

Protected Resource Metadata 5 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

Regulatory Posture applies to this provider. Its tags matched the Insurance regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)

8 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 0.0 — up to +25.0 composite points
Access Clarity scores 34.2 — up to +13.2 composite points
Developer Ergonomics scores 38.1 — up to +12.4 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/general-magic/apis.yml: open an issue on github.com/api-evangelist/general-magic to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Security Posture 1

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

General Magic Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Get Started 4

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

DeveloperPortal

DeveloperPortal

Login

DemoSchedule

DemoSchedule

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

WellKnown

WellKnown

Access & Security 2

Authentication, authorization, and security posture

SecurityTxt

SecurityTxt

DomainSecurity

DomainSecurity

Operate 2

Status, limits, changes, and where to get help

ChangeLog

ChangeLog

Support

Support

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 4

The organization behind the API

Website

Blog

Press

Careers

Other 3

Properties that don't map to a standard resource type

Vendors

Vendors

AgentCard

AgentCard

Hosts

Hosts

Source (apis.yml)

aid: general-magic
name: General Magic
image: https://framerusercontent.com/assets/T9jTY7FIRZMnEzoLInjZmulEuCw.png
description: General Magic provides an AI operating system for insurance brokerages, delivering insurance‑specific artificial
  intelligence that automates underwriting, servicing, and quality assurance. Their platform enables brokerages to deploy
  AI agents across messaging channels, improving customer experience, reducing manual effort, and scaling operations without
  expanding staff. The company focuses on modernizing insurance workflows with AI‑driven insights and automation, targeting
  the insurance industry’s unique regulatory and operational challenges.
url: https://artifacts.apis.io/general-magic/apis.yml
x-type: company
x-source: harvest:vc-portfolio
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-29 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-29'
modified: '2026-10-29'
tags:
- Company
- AI
- Insurance
- Brokerage
- Automation
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Vendors
  url: vendors/general-magic-vendors.yml
- type: Documentation
  url: https://docs.generalmagic.insure/
- type: ChangeLog
  url: changelog/general-magic-changelog.yml
- type: AgentCard
  url: a2a/general-magic-a2a.yml
- type: SecurityTxt
  url: well-known/general-magic-cal-security.txt
- type: WellKnown
  url: well-known/general-magic-well-known.yml
- type: Hosts
  url: hosts/general-magic-hosts.yml
- type: Support
  url: https://generalmagic.inc/support
- type: GettingStarted
  url: https://docs.generalmagic.insure/edward/admin/overview
- type: DeveloperPortal
  url: https://docs.generalmagic.insure
- type: DomainSecurity
  url: security/general-magic-domain-security.yml
- type: Website
  url: https://generalmagic.inc
- type: Blog
  url: https://generalmagic.inc/blog
- type: Press
  url: https://generalmagic.inc/press
- type: Login
  url: https://app.generalmagic.insure
- type: DemoSchedule
  url: https://cal.com/opensesame-jai/30min
- type: Careers
  url: https://generalmagic.inc/careers
- type: TermsOfService
  url: https://generalmagic.inc/terms
- type: PrivacyPolicy
  url: https://generalmagic.inc/privacy-policy
apis: []
x-backed-by:
- radical-ventures
x-coverage:
  state: unreadable
  reason: js-rendered-docs
  detail: Docs pages return JavaScript shells and no machine‑readable spec was found.
  evidence:
  - url: https://app.generalmagic.insure/openapi.json
    status: 307
  checked: '2026-10-29'
x-enrichment:
  date: '2026-10-29'
  status: enriched
  artifacts_added: 22
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

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