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 API contracts indexed 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 and 1 Spectral governance ruleset.

Memories’ developer surface includes engineering blog, documentation, API reference, getting-started guide, signup flow, pricing, authentication, and 22 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

58.1/100 strong ▬ flat Agent 35/100 agent ready Front door AI 5/6 prominent Heartbeat 100/100 alive saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessFreemiumSelf serveFree trial⚡ Free to try

2 published contracts 1 Agent Skills

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 2026-11-06 · rubric v0.27.0

Composite quality — 58.1/100 · strong

Contract Quality 11.3 / 19

Developer Ergonomics 9.3 / 15

Access Clarity 10.9 / 15

Operational Transparency 4.1 / 10

Contract Governance 2.9 / 9

Discoverability 5.5 / 8

Regulatory Posture 3.0 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 35/100 · 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

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the AI & Biometrics 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 applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% 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):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
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)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document
Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented)
Documented Reversibility +6 pts — a reversal operation in the contract, graded up when a window is documented too

5 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 60.2 — up to +10.0 composite points
Contract Governance scores 31.8 — up to +8.2 composite points
Developer Ergonomics scores 61.9 — up to +7.6 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/memories/apis.yml: open an issue on github.com/api-evangelist/memories 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 →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
ONVIF Video Analytics (video surveillance, edge cameras, computer vision)	undeclared	-	-	-

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

Standards implemented 2

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Agent Skills

measured — observed by APIs.io (published)

OpenAPI

measured — observed by APIs.io (published)

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.

Open Collections 3

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Memories Platform API (Docs Mapping) Serve API

OPEN COLLECTION

Memories Platform API (Docs Mapping) Serve Stream Understanding API

OPEN COLLECTION

Memories Platform API (Docs Mapping) Serve Understand API

OPEN COLLECTION

Agent Skills 1

Packaged agent skills for driving this provider's APIs from an AI assistant.

Video Intelligence Platform

AGENT SKILL

Memories API pricing

Prices published by Memories, read 2026-10-07 from docs.memories.ai/visual-search/pricing. A free plan or tier is listed.

Plan	Price
Free Trial	100 free credits Includes: Credits can be used across all Visual Search API endpoints with no restrictions
Test Tier (Free)	Free Includes: Contact enterprise sales to apply for a test tier account.
Priced Tier — Index to search	$15
Priced Tier — Index to chat	$15
Priced Tier — Video transcription	$0.10
Priced Tier — Audio transcription	$0.10
Priced Tier — Update video transcription	~$0.10 (based on token usage)
Priced Tier — Search	$0.10

All 15 plans, limits and sources →

Billed by: 1,000 queries · FinOps profile →

Pricing Plans 2

Published pricing tiers and plan structures.

Memories Plans Pricing

15 plans

PLANS

Memories Price Estimates

0 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Memories Rate Limits

4 limits

RATE LIMITS

Service Levels 1

Uptime the provider promises or reports, as SLA4OAI. Read from its own pages; APIs.io runs no monitors.

Memories

SLA

FinOps 1

Cost, billing, and metering signals for API financial operations.

Memories Finops

FINOPS

Event Specifications 1

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

Memories Webhooks

ASYNCAPI

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Memories API Rules

48 rules · 42 errors 5 warnings 1 info

SPECTRAL

OpenAPI Overlays 1

Overlays applied on top of this provider's contracts. Each card says who wrote it: a document the provider publishes, or one API Evangelist derived or generated.

Memories Platform Overlay

2 actions · documentation · memories-platform-openapi.json

DERIVED

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 · 20 acting · 1 human-in-the-loop

34 operations · 20 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

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 2

Pricing, plans, and the legal terms of use

Plans

Plans

Pricing

Pricing

Company 2

The organization behind the API

Blog

Blog

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: freemium
  onboarding: self-serve
  trial: true
  try_now: true
  public: false
  gated: none
  gated_source:
  - onboarding
  label: Freemium (free trial) · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  - rate-limits
  - security
  generated: '2026-11-06'
  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
- Machine-Learning
created: '2026-07-17'
modified: '2026-10-06'
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: Plans
  url: plans/memories-plans-pricing.yml
- url: https://memories.ai/blogs
  type: Blog
- 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

Memories API — frequently asked questions

Does Memories have an API?

Yes. APIs.io lists 3 APIs from Memories, including Memories Serve API, Memories Stream Understanding API and Memories Understand API.

Is there an OpenAPI specification for the Memories API?

Yes. APIs.io indexes 3 OpenAPI specifications for Memories, each linked for download from this page.

How do I authenticate with the Memories API?

Memories uses bearer-token authentication (apiKey · 1 scheme). The details are profiled on APIs.io as Memories Authentication.

How much does the Memories API cost?

Memories publishes its prices; its Free Trial plan is 100 free credits as of 2026-10-07. APIs.io lists 15 pricing plans for Memories, with each plan's price, limits and inclusions under Pricing on this page.

Is the Memories API ready for AI agents?

Memories has a Kin Score of 58.1 out of 100 (strong) and an Agent Readiness score of 34.5 (agent-ready), scored by API Evangelist on 2026-11-06.

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