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

46.5/100 developing ▬ flat Agent 33/100 agent ready saas Full breakdown ↓
scored 2026-09-06 · rubric v0.19.0

2 APIs

Company Video Intelligence Video Understanding Video Search Transcription Embeddings Multimodal AI Content Moderation AI Agents Machine-Learning

Kin Score

Kin Score How this is scored →
scored 2026-09-06 · rubric v0.19.0

Composite quality — 46.5/100 · developing

Contract Quality 15.1 / 25

Developer Ergonomics 11.0 / 20

Access Clarity 5.3 / 20

Operational Transparency 5.5 / 13

Contract Governance 2.2 / 12

Discoverability 7.6 / 10

Agent readiness — 33/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 6 / 6

Agent Skills 5 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

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 github.com/api-evangelist/memories: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 3

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

Rate Limits 1

Documented rate limits and quota policies.

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

X-MCPServerCandidate

LLMsTxt

AgentSkill

WellKnown

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Webhooks

ErrorCatalog

Conventions

Lifecycle

Conformance

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

Compliance

Authentication

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)

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.'
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
specificationVersion: '0.23'
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - rate-limits
  - security
  generated: '2026-09-03'
  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
tags_raw:
- 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: X-MCPServerCandidate
  url: mcp/memories-mcp.yml
  note: 'Renamed from MCPServer 2026-09-03 (roadmap#247): the manifest self-describes as status: candidate — a tool list derived
    from the published API contracts, not an existing server. The scorer already read the manifest and reported mcp_server
    correctly; the MCPServer type was crediting the artifact-type surfaces with a server that does not exist.'
- 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

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This provider

curl "https://apis.io/api/v1/providers/memories"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/memories/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/memories/evidence"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no email required.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.

Memories

Kin Score

APIs 3

Memories Serve API

Memories Stream Understanding API

Memories Understand API

Open Collections 4

API Collection

Memories Platform API (Docs Mapping) Serve API

Memories Platform API (Docs Mapping) Serve Stream Understanding API

Memories Platform API (Docs Mapping) Serve Understand API

Rate Limits 1

Memories Rate Limits

Event Specifications 1

Memories Webhooks

Security Posture 3

Memories Authentication

Memories Domain Security

Memories Trust Center

Agentic Access 1

Memories Agentic Access