FRED

The Federal Reserve Economic Data (FRED) API is a public web service operated by the Research Division of the Federal Reserve Bank of St. Louis. It provides programmatic access to more than 800,000 economic time series drawn from 100+ data sources (BLS, BEA, OECD, World Bank, Census, Treasury, Eurostat, Federal Reserve Board, and others). The API exposes five primary endpoint families — Categories, Releases, Series, Sources, and Tags — plus an Observations endpoint that returns the underlying data values for any series, with optional frequency aggregation, unit transformations, and real-time / ALFRED vintage support. A companion Maps (GeoFRED) API surfaces regional data and GeoJSON shape files. All endpoints are HTTPS, return XML or JSON (CSV / Excel for observations), and require a free API key.

FRED publishes 10 APIs on the APIs.io network, including Categories API, Observations API, Regional Data API, and 7 more. Tagged areas include Finance, Government, Economic Data, Federal Reserve, and Time Series.

The FRED catalog on APIs.io includes 3 JSON-LD contexts and 2 Spectral governance rulesets.

FRED’s developer surface includes authentication, documentation, engineering blog, GitHub presence, tooling, code examples, and 33 more developer resources.

🌐 Visit website 📡 Source on GitHub

50.3/100 developing ▼ -7.0 Agent 37/100 agent ready Full breakdown ↓
scored 2026-07-28 · rubric v0.6

AccessFreeSelf serve⚡ Free to try

10 APIs

FinanceGovernmentEconomic DataFederal ReserveTime SeriesOpen DataPublic APIs

Kin Score

Kin Score How this is scored →
scored 2026-07-28 · rubric v0.6

Composite quality — 50.3/100 · developing

Contract Quality 14.0 / 25

Developer Ergonomics 7.4 / 20

Commercial Clarity 8.4 / 20

Operational Transparency 4.8 / 13

Governance 8.3 / 12

Discoverability 8.2 / 10

Agent readiness — 37/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 7 / 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/fred: 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 10

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

Rate Limits 1

Documented rate limits and quota policies.

JSON Schema 21

Standalone JSON Schema definitions for this provider's data models.

Scroll for all 21

JSON Structure 21

JSON Structure definitions describing this provider's data shapes.

Scroll for all 21

Examples 21

Example request and response payloads for these APIs.

Scroll for all 21

AGENTIC

Resources

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

JSON Schema directory (21 schemas)

JSONSchema

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Rules

Rules

Vocabulary

Vocabulary

Unified FRED + GeoFRED context

JSONLD

FRED API context

JSONLD

GeoFRED Maps API context

JSONLD

JSON Structure directory (21 structures)

JSONStructure

Build 19

SDKs, sample code, and the tooling you integrate with

GitHub

GitHub

MCP Server (stefanoamorelli)

Tools

MCP Server (Jaldekoa)

Tools

MCP Server (cfdude/mcp-fred)

Tools

MCP Server (kablewy)

Tools

MCP Server (shanehull, full coverage)

Tools

MCP Server (QuentinCody)

Tools

US Gov Open Data MCP (includes FRED)

Tools

Python SDK (fredapi)

SDKs

Python SDK (pyfredapi)

SDKs

Python SDK (fred-py-api)

SDKs

Python SDK (pystlouisfed)

SDKs

R SDK (fredr)

SDKs

Go SDK (fred)

SDKs

Rust SDK (fred-rs)

SDKs

Node.js / TypeScript SDK (fred-api-client)

SDKs

.NET SDK (Xaye.Fred — archived)

SDKs

Elixir SDK (Fred)

SDKs

Example payloads directory (21 examples)

Examples

Scroll for all 19

Access & Security 3

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

APIKey

APIKey

Operate 1

Status, limits, changes, and where to get help

RateLimits

RateLimits

Commercial 3

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Plans

Plans

Company 3

The organization behind the API

Website

Website

Blog

Blog

Twitter

Twitter

Other 1

Properties that don't map to a standard resource type

PublicAPIsListing

PublicAPIsListing

Source (apis.yml)

aid: fred
name: FRED
description: The Federal Reserve Economic Data (FRED) API is a public web service operated by the Research Division of the
  Federal Reserve Bank of St. Louis. It provides programmatic access to more than 800,000 economic time series drawn from
  100+ data sources (BLS, BEA, OECD, World Bank, Census, Treasury, Eurostat, Federal Reserve Board, and others). The API exposes
  five primary endpoint families — Categories, Releases, Series, Sources, and Tags — plus an Observations endpoint that returns
  the underlying data values for any series, with optional frequency aggregation, unit transformations, and real-time / ALFRED
  vintage support. A companion Maps (GeoFRED) API surfaces regional data and GeoJSON shape files. All endpoints are HTTPS,
  return XML or JSON (CSV / Excel for observations), and require a free API key.
url: https://fred.stlouisfed.org/docs/api/fred/
accessModel:
  pricing: free
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Free · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://fred.stlouisfed.org/images/api/fred-square-blue.svg
specificationVersion: '0.20'
created: '2026-05-28'
modified: '2026-05-28'
x-source: public-apis/public-apis
x-type: government
x-category: Finance
x-tier: 1
x-tier-reason: comprehensive-pipeline-enrichment
tags:
- Finance
- Government
- Economic Data
- Federal Reserve
- Time Series
- Open Data
- Public APIs
apis:
- aid: fred:fred-categories-api
  name: FRED Categories API
  description: Category hierarchy navigation — children, related, series, and tags within a category.
  humanURL: https://fred.stlouisfed.org/docs/api/fred/
  baseURL: https://api.stlouisfed.org/fred
  tags:
  - Categories
  properties:
  - type: OpenAPI
    url: openapi/fred-categories-api-openapi.yml
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/fred/
  - type: Overview
    url: https://fred.stlouisfed.org/docs/api/fred/overview.html
  - type: APIKey
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: TermsOfService
    url: https://fred.stlouisfed.org/legal/
  - type: Authentication
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: RealTimePeriods
    url: https://fred.stlouisfed.org/docs/api/fred/realtime_period.html
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/geofred/
- aid: fred:fred-observations-api
  name: FRED Observations API
  description: The underlying time-series data values, with frequency aggregation and unit transformations.
  humanURL: https://fred.stlouisfed.org/docs/api/fred/
  baseURL: https://api.stlouisfed.org/fred
  tags:
  - Observations
  properties:
  - type: OpenAPI
    url: openapi/fred-observations-api-openapi.yml
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/fred/
  - type: Overview
    url: https://fred.stlouisfed.org/docs/api/fred/overview.html
  - type: APIKey
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: TermsOfService
    url: https://fred.stlouisfed.org/legal/
  - type: Authentication
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: RealTimePeriods
    url: https://fred.stlouisfed.org/docs/api/fred/realtime_period.html
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/geofred/
- aid: fred:fred-regional-data-api
  name: FRED Regional Data API
  description: Regional data values for a series group across a geography.
  humanURL: https://fred.stlouisfed.org/docs/api/fred/
  baseURL: https://api.stlouisfed.org/fred
  tags:
  - Regional Data
  properties:
  - type: OpenAPI
    url: openapi/fred-regional-data-api-openapi.yml
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/fred/
  - type: Overview
    url: https://fred.stlouisfed.org/docs/api/fred/overview.html
  - type: APIKey
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: TermsOfService
    url: https://fred.stlouisfed.org/legal/
  - type: Authentication
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: RealTimePeriods
    url: https://fred.stlouisfed.org/docs/api/fred/realtime_period.html
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/geofred/
- aid: fred:fred-releases-api
  name: FRED Releases API
  description: Economic data releases — schedules, member series, sources, and tags per release.
  humanURL: https://fred.stlouisfed.org/docs/api/fred/
  baseURL: https://api.stlouisfed.org/fred
  tags:
  - Releases
  properties:
  - type: OpenAPI
    url: openapi/fred-releases-api-openapi.yml
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/fred/
  - type: Overview
    url: https://fred.stlouisfed.org/docs/api/fred/overview.html
  - type: APIKey
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: TermsOfService
    url: https://fred.stlouisfed.org/legal/
  - type: Authentication
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: RealTimePeriods
    url: https://fred.stlouisfed.org/docs/api/fred/realtime_period.html
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/geofred/
- aid: fred:fred-series-api
  name: FRED Series API
  description: Economic data series metadata, search, categorization, release linkage, tags, updates, and vintages.
  humanURL: https://fred.stlouisfed.org/docs/api/fred/
  baseURL: https://api.stlouisfed.org/fred
  tags:
  - Series
  properties:
  - type: OpenAPI
    url: openapi/fred-series-api-openapi.yml
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/fred/
  - type: Overview
    url: https://fred.stlouisfed.org/docs/api/fred/overview.html
  - type: APIKey
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: TermsOfService
    url: https://fred.stlouisfed.org/legal/
  - type: Authentication
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: RealTimePeriods
    url: https://fred.stlouisfed.org/docs/api/fred/realtime_period.html
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/geofred/
- aid: fred:fred-series-data-api
  name: FRED Series Data API
  description: Regional data values attached to a specific FRED series.
  humanURL: https://fred.stlouisfed.org/docs/api/fred/
  baseURL: https://api.stlouisfed.org/fred
  tags:
  - Series Data
  properties:
  - type: OpenAPI
    url: openapi/fred-series-data-api-openapi.yml
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/fred/
  - type: Overview
    url: https://fred.stlouisfed.org/docs/api/fred/overview.html
  - type: APIKey
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: TermsOfService
    url: https://fred.stlouisfed.org/legal/
  - type: Authentication
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: RealTimePeriods
    url: https://fred.stlouisfed.org/docs/api/fred/realtime_period.html
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/geofred/
- aid: fred:fred-series-group-api
  name: FRED Series Group API
  description: Series-group metadata — the regional identifier and supported region types for a series.
  humanURL: https://fred.stlouisfed.org/docs/api/fred/
  baseURL: https://api.stlouisfed.org/fred
  tags:
  - Series Group
  properties:
  - type: OpenAPI
    url: openapi/fred-series-group-api-openapi.yml
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/fred/
  - type: Overview
    url: https://fred.stlouisfed.org/docs/api/fred/overview.html
  - type: APIKey
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: TermsOfService
    url: https://fred.stlouisfed.org/legal/
  - type: Authentication
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: RealTimePeriods
    url: https://fred.stlouisfed.org/docs/api/fred/realtime_period.html
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/geofred/
- aid: fred:fred-shapes-api
  name: FRED Shapes API
  description: GeoJSON shape files for state, county, MSA, country, and census-tract geographies.
  humanURL: https://fred.stlouisfed.org/docs/api/fred/
  baseURL: https://api.stlouisfed.org/fred
  tags:
  - Shapes
  properties:
  - type: OpenAPI
    url: openapi/fred-shapes-api-openapi.yml
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/fred/
  - type: Overview
    url: https://fred.stlouisfed.org/docs/api/fred/overview.html
  - type: APIKey
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: TermsOfService
    url: https://fred.stlouisfed.org/legal/
  - type: Authentication
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: RealTimePeriods
    url: https://fred.stlouisfed.org/docs/api/fred/realtime_period.html
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/geofred/
- aid: fred:fred-sources-api
  name: FRED Sources API
  description: Originating institutions for FRED series (BLS, BEA, OECD, etc.) and the releases they publish.
  humanURL: https://fred.stlouisfed.org/docs/api/fred/
  baseURL: https://api.stlouisfed.org/fred
  tags:
  - Sources
  properties:
  - type: OpenAPI
    url: openapi/fred-sources-api-openapi.yml
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/fred/
  - type: Overview
    url: https://fred.stlouisfed.org/docs/api/fred/overview.html
  - type: APIKey
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: TermsOfService
    url: https://fred.stlouisfed.org/legal/
  - type: Authentication
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: RealTimePeriods
    url: https://fred.stlouisfed.org/docs/api/fred/realtime_period.html
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/geofred/
- aid: fred:fred-tags-api
  name: FRED Tags API
  description: Faceted classification across FRED — tag listings, related tags, and tag-matched series.
  humanURL: https://fred.stlouisfed.org/docs/api/fred/
  baseURL: https://api.stlouisfed.org/fred
  tags:
  - Tags
  properties:
  - type: OpenAPI
    url: openapi/fred-tags-api-openapi.yml
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/fred/
  - type: Overview
    url: https://fred.stlouisfed.org/docs/api/fred/overview.html
  - type: APIKey
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: TermsOfService
    url: https://fred.stlouisfed.org/legal/
  - type: Authentication
    url: https://fred.stlouisfed.org/docs/api/api_key.html
  - type: RealTimePeriods
    url: https://fred.stlouisfed.org/docs/api/fred/realtime_period.html
  - type: Documentation
    url: https://fred.stlouisfed.org/docs/api/geofred/
common:
- type: AgenticAccess
  url: agentic-access/fred-agentic-access.yml
- type: DomainSecurity
  url: security/fred-domain-security.yml
- type: Authentication
  url: authentication/fred-authentication.yml
- type: Website
  url: https://fred.stlouisfed.org
- type: Documentation
  url: https://fred.stlouisfed.org/docs/api/fred/
- type: APIKey
  url: https://fred.stlouisfed.org/docs/api/api_key.html
- type: TermsOfService
  url: https://fred.stlouisfed.org/legal/
- type: PrivacyPolicy
  url: https://www.stlouisfed.org/privacy-notice-and-terms-of-use
- type: PublicAPIsListing
  url: https://github.com/public-apis/public-apis
- type: Blog
  url: https://fredblog.stlouisfed.org/
- type: Twitter
  url: https://twitter.com/stlouisfed
- type: GitHub
  url: https://github.com/stlouisfed
- type: Tools
  title: MCP Server (stefanoamorelli)
  url: https://github.com/stefanoamorelli/fred-mcp-server
- type: Tools
  title: MCP Server (Jaldekoa)
  url: https://github.com/Jaldekoa/mcp-fredapi
- type: Tools
  title: MCP Server (cfdude/mcp-fred)
  url: https://github.com/cfdude/mcp-fred
- type: Tools
  title: MCP Server (kablewy)
  url: https://github.com/kablewy/fred-mcp-server
- type: Tools
  title: MCP Server (shanehull, full coverage)
  url: https://github.com/shanehull/fred-mcp
- type: Tools
  title: MCP Server (QuentinCody)
  url: https://github.com/QuentinCody/fred-mcp-server
- type: Tools
  title: US Gov Open Data MCP (includes FRED)
  url: https://github.com/lzinga/us-gov-open-data-mcp
- type: SDKs
  title: Python SDK (fredapi)
  url: https://pypi.org/project/fredapi/
- type: SDKs
  title: Python SDK (pyfredapi)
  url: https://pypi.org/project/pyfredapi/
- type: SDKs
  title: Python SDK (fred-py-api)
  url: https://pypi.org/project/fred-py-api/
- type: SDKs
  title: Python SDK (pystlouisfed)
  url: https://pypi.org/project/pystlouisfed/
- type: SDKs
  title: R SDK (fredr)
  url: https://cran.r-project.org/package=fredr
- type: SDKs
  title: Go SDK (fred)
  url: https://github.com/ChrisSwanson/fred
- type: SDKs
  title: Rust SDK (fred-rs)
  url: https://crates.io/crates/fred-rs
- type: SDKs
  title: Node.js / TypeScript SDK (fred-api-client)
  url: https://github.com/iamkanishka/fred-api-client
- type: SDKs
  title: .NET SDK (Xaye.Fred — archived)
  url: https://www.nuget.org/packages/Xaye.Fred
- type: SDKs
  title: Elixir SDK (Fred)
  url: https://hex.pm/packages/fred
- type: Rules
  url: rules/fred-rules.yml
- type: Vocabulary
  url: vocabulary/fred-vocabulary.yml
- type: RateLimits
  url: rate-limits/fred-rate-limits.yml
- type: Plans
  url: plans/fred-plans-pricing.yml
- type: JSONLD
  title: Unified FRED + GeoFRED context
  url: json-ld/fred-context.jsonld
- type: JSONLD
  title: FRED API context
  url: json-ld/fred-api-context.jsonld
- type: JSONLD
  title: GeoFRED Maps API context
  url: json-ld/fred-geofred-api-context.jsonld
- type: JSONSchema
  title: JSON Schema directory (21 schemas)
  url: json-schema/
- type: JSONStructure
  title: JSON Structure directory (21 structures)
  url: json-structure/
- type: Examples
  title: Example payloads directory (21 examples)
  url: examples/
features:
- name: 800,000+ Time Series
  description: Programmatic access to more than 800,000 US and international economic time series, sourced from 100+ data
    providers.
- name: Real-Time / ALFRED Vintages
  description: Every endpoint supports realtime_start and realtime_end parameters, letting consumers reproduce the data as
    it existed on a historical date (Archival FRED).
- name: Frequency Aggregation
  description: The series/observations endpoint can resample higher-frequency data (daily, weekly, monthly) into lower-frequency
    series (quarterly, annual) using average, sum, or end-of-period aggregation.
- name: Unit Transformations
  description: Built-in transformations (level, change, percent change, percent change from year ago, compounded annual rate,
    natural log) applied at request time so consumers don't have to re-derive series.
- name: Multiple Response Formats
  description: XML (default), JSON, CSV, and Excel (xlsx) responses controlled by the file_type query parameter.
- name: Five-Family Endpoint Surface
  description: Discoverable taxonomy via Categories (hierarchy), Releases (publication schedule), Series (indicators), Sources
    (originating institutions), and Tags (faceted classification).
- name: GeoFRED Maps API
  description: Companion geographic API returning regional indicator values and GeoJSON shape files for state, county, MSA,
    country, and census-tract geographies.
- name: Free Public API
  description: Single self-service tier. Consumers register a free API key, abide by the rate limit (120 requests / minute
    / key), and operate at no cost.
useCases:
- name: Macroeconomic Dashboards
  description: Build dashboards that pull GDP, CPI, unemployment, federal funds rate, and related indicators on a scheduled
    cadence.
- name: Investment Research and Backtesting
  description: Pull historical series (Treasury yields, commodity prices, FX rates) to backtest trading strategies or seed
    macro factor models.
- name: Academic and Policy Research
  description: Reproduce published research using point-in-time ALFRED vintages so the data matches what was available when
    the original analysis was run.
- name: AI / LLM Tool Use
  description: Connect a FRED MCP server to Claude, Cursor, or another MCP host so an agent can answer ad-hoc economic questions
    with authoritative data.
- name: Embedded Economic Charts
  description: Hydrate charts in news sites, fintech apps, or government dashboards directly from the FRED observations endpoint.
- name: Regional Economic Analysis
  description: Use the GeoFRED API to render state-level or county-level heat maps of unemployment, income, housing, and demographic
    indicators.
integrations:
- name: Bureau of Labor Statistics (BLS)
  description: A large share of FRED series originates with BLS (CPI, employment, productivity).
- name: Bureau of Economic Analysis (BEA)
  description: National-accounts series (GDP, personal income, trade balance) are sourced from BEA.
- name: U.S. Census Bureau
  description: Demographic, housing, and survey series originate at Census.
- name: U.S. Treasury
  description: Daily Treasury yield curve and debt series are republished through FRED.
- name: Federal Reserve Board (FRB H.15)
  description: Interest-rate releases (H.15) and balance-sheet series (H.4.1) flow through FRED.
- name: OECD
  description: International cross-country series.
- name: World Bank
  description: Global development indicators republished through FRED.
- name: Eurostat
  description: European Union economic and demographic statistics.
- name: International Monetary Fund (IMF)
  description: Cross-country financial-soundness and balance-of-payments series.
solutions:
- name: FRED Add-In for Microsoft Excel
  description: Official Excel plug-in that pulls FRED series into spreadsheets without writing API calls.
- name: FRED Mobile Apps
  description: Free FRED iOS and Android apps for browsing series, releases, and categories on mobile devices.
- name: FRED Graph Embeds
  description: Interactive charts that can be embedded directly into web pages.
- name: FRASER Historical Archive
  description: Companion archive of historical economic data and policy documents from the St. Louis Fed.
- name: ALFRED (Archival FRED)
  description: Point-in-time vintages of every FRED series, accessible through the same API via realtime_start / realtime_end.
- name: FRED API MCP Ecosystem
  description: A dozen community-built MCP servers expose the FRED API to AI agents (Claude Desktop, Cursor, VS Code Copilot)
    without writing custom code.
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

FRED

APIs 10

Open Collections 2

Pricing Plans 1

Rate Limits 1

Semantic Vocabularies 3

Spectral Rules 2

JSON Schema 21

JSON Structure 21

Examples 21

Security Posture 2

Agentic Access 1

Documentation 2

Agent Surfaces 1

Design & Contract 6

Build 19

Access & Security 3

Operate 1

Commercial 3

Company 3

Other 1

Source (apis.yml)