Memories

Memories.ai (MAVI) is a video-intelligence platform that turns raw video into searchable, agent-ready understanding. It ships three products on a shared video-understanding stack: Visual Intelligence (stateless REST APIs for transcription, captioning, frame description, embeddings, social-media scraping, and real-time audio/video stream moderation via VLMs such as Gemini, Nova, and Qwen), Visual Search (an auto-indexed private and public video/image library searchable by text, image, or transcript), and Visual Agents (pre-built workflows for video search, AI video editing, and screenplay extraction). The platform authenticates with sk-mavi- API keys, bills on a unified per-endpoint credit model, and is HIPAA, SOC 2 Type 2, and GDPR compliant. It is a Seedcamp portfolio company.

Memories publishes 3 APIs on the APIs.io network: Serve API, Stream Understanding API, and Understand API. Tagged areas include Company, Video Intelligence, Video Understanding, Video Search, and Transcription.

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

Memories’ developer surface includes documentation, API reference, getting-started guide, signup flow, pricing, authentication, CLI, and 20 more developer resources.

🌐 Visit website 📡 Source on GitHub
52.8/100 developing ▬ flat Agent 82/100 agent native Full breakdown ↓
scored 2026-07-27 · rubric v0.5
AccessSelf serve
3 APIs 1 MCP Servers
CompanyVideo IntelligenceVideo UnderstandingVideo SearchTranscriptionEmbeddingsMultimodal AIContent ModerationAI AgentsMachine Learning

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.8/100 · developing
Contract Quality 15.6 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 82/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 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 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
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/memories: 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 3

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

Memories Serve API

The Serve API from Memories — 30 operation(s) for serve.

Memories Stream Understanding API

The Stream Understanding API from Memories — 2 operation(s) for stream understanding.

Memories Understand API

The Understand API from Memories — 2 operation(s) for understand.

MCP Servers 1

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

memories-mcp.yml

MCP SERVER

Rate Limits 1

Documented rate limits and quota policies.

Memories Rate Limits

4 limits

RATE LIMITS

Event Specifications 1

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

Memories Webhooks

ASYNCAPI

Security Posture 3

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

Memories Authentication

apiKey · 1 scheme

SECURITY

Memories Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Memories Trust Center

SOC 2, HIPAA, GDPR

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Memories Agentic Access

34 operations · 27 acting · 1 human-in-the-loop

34 operations · 27 acting

AGENTIC

Resources

Get Started 3

Portal, sign-up, and the first successful call

DeveloperPortal
DeveloperPortal
 GettingStarted
GettingStarted
 SignUp
SignUp

Documentation 2

Reference material describing how the API behaves

Documentation
Documentation
 APIReference
APIReference

Agent Surfaces 5

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess
AgenticAccess
 MCPServer
MCPServer
 LLMsTxt
LLMsTxt
 AgentSkill
AgentSkill
 WellKnown
WellKnown

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Webhooks
Webhooks
 ErrorCatalog
ErrorCatalog
 Conventions
Conventions
 Lifecycle
Lifecycle
 Conformance
Conformance
 DataModel
DataModel

Build 3

SDKs, sample code, and the tooling you integrate with

GitHubOrganization
GitHubOrganization
 Packages
Packages
 CLI
CLI

Access & Security 4

Authentication, authorization, and security posture

TrustCenter
TrustCenter
 Compliance
Compliance
 Authentication
Authentication
 DomainSecurity
DomainSecurity

Operate 1

Status, limits, changes, and where to get help

RateLimits
RateLimits

Commercial 1

Pricing, plans, and the legal terms of use

Pricing
Pricing

Company 1

The organization behind the API

Website
Website

Other 1

Properties that don't map to a standard resource type

Overlay
Overlay

Source (apis.yml)

apis.yml Raw ↑ 
aid: memories
name: Memories
description: 'Memories.ai (MAVI) is a video-intelligence platform that turns raw video into searchable, agent-ready understanding.
  It ships three products on a shared video-understanding stack: Visual Intelligence (stateless REST APIs for transcription,
  captioning, frame description, embeddings, social-media scraping, and real-time audio/video stream moderation via VLMs such
  as Gemini, Nova, and Qwen), Visual Search (an auto-indexed private and public video/image library searchable by text, image,
  or transcript), and Visual Agents (pre-built workflows for video search, AI video editing, and screenplay extraction). The
  platform authenticates with sk-mavi- API keys, bills on a unified per-endpoint credit model, and is HIPAA, SOC 2 Type 2,
  and GDPR compliant. It is a Seedcamp portfolio company.'
accessModel:
  pricing: unknown
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  label: Self-serve signup
  confidence: medium
  source:
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://mintcdn.com/memories/xyhRN3OJaXxxzcxh/logo/logo.png
url: https://raw.githubusercontent.com/api-evangelist/memories/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- seedcamp
tags:
- Company
- Video Intelligence
- Video Understanding
- Video Search
- Transcription
- Embeddings
- Multimodal AI
- Content Moderation
- AI Agents
- Machine Learning
created: '2026-07-17'
modified: '2026-07-20'
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
apis:
- aid: memories:memories-serve-api
  name: Memories Serve API
  description: The Serve API from Memories — 30 operation(s) for serve.
  humanURL: https://api-tools.memories.ai/visual-search/introduction
  baseURL: https://api.memories.ai
  tags:
  - Serve
  properties:
  - type: OpenAPI
    url: openapi/memories-serve-api-openapi.yml
- aid: memories:memories-stream-understanding-api
  name: Memories Stream Understanding API
  description: The Stream Understanding API from Memories — 2 operation(s) for stream understanding.
  humanURL: https://api-tools.memories.ai/visual-search/introduction
  baseURL: https://api.memories.ai
  tags:
  - Stream Understanding
  properties:
  - type: OpenAPI
    url: openapi/memories-stream-understanding-api-openapi.yml
- aid: memories:memories-understand-api
  name: Memories Understand API
  description: The Understand API from Memories — 2 operation(s) for understand.
  humanURL: https://api-tools.memories.ai/visual-search/introduction
  baseURL: https://api.memories.ai
  tags:
  - Understand
  properties:
  - type: OpenAPI
    url: openapi/memories-understand-api-openapi.yml
common:
- type: TrustCenter
  url: security/memories-trust-center.yml
- type: DeveloperPortal
  url: https://api-platform.memories.ai/
- type: Documentation
  url: https://api-tools.memories.ai/
- type: APIReference
  url: https://api-tools.memories.ai/visual-intelligence/getting-started/overview
- type: GettingStarted
  url: https://api-tools.memories.ai/visual-intelligence/getting-started/introduction
- type: SignUp
  url: https://api-platform.memories.ai/
- type: Pricing
  url: https://api-tools.memories.ai/visual-search/pricing
- type: GitHubOrganization
  url: https://github.com/Memories-ai-labs
- type: Compliance
  url: https://memories.ai/security
- type: Authentication
  url: authentication/memories-authentication.yml
- type: AgenticAccess
  url: agentic-access/memories-agentic-access.yml
- type: Packages
  url: packages/memories-packages.yml
- type: CLI
  url: cli/memories-cli.yml
- type: MCPServer
  url: mcp/memories-mcp.yml
- type: LLMsTxt
  url: llms/memories-llms.txt
- type: AgentSkill
  url: skills/_index.yml
- type: Webhooks
  url: asyncapi/memories-webhooks.yml
- type: ErrorCatalog
  url: errors/memories-error-codes.yml
- type: Conventions
  url: conventions/memories-conventions.yml
- type: RateLimits
  url: rate-limits/memories-rate-limits.yml
- type: Lifecycle
  url: lifecycle/memories-lifecycle.yml
- type: Conformance
  url: conformance/memories-conformance.yml
- type: DataModel
  url: data-model/memories-data-model.yml
- type: DomainSecurity
  url: security/memories-domain-security.yml
- type: WellKnown
  url: well-known/memories-well-known.yml
- type: Overlay
  url: overlays/memories-platform-overlay.yaml
- type: Website
  url: http://memories.ai
x-enrichment:
  date: '2026-07-20'
  status: enriched
  artifacts_added: 21
  pass: local-v1