Equals

Equals is an AI analytics platform that builds trusted spreadsheets and dashboards for revenue operations and go-to-market teams. It connects directly to databases and SaaS tools — PostgreSQL, MySQL, BigQuery, Snowflake, Redshift, Azure SQL, Supabase, Stripe, Salesforce, HubSpot, Intercom, and more — syncs data into a managed Equals Warehouse powered by Snowflake, and layers a familiar spreadsheet calculation, pivot, and charting surface with AI-powered querying on top. Teams use it to establish a single source of truth for metrics like ARR, pipeline, and retention, then auto-distribute live dashboards to Slack and email. Equals exposes a hosted Model Context Protocol (MCP) server so agents can discover workbooks, query connected datasources, and ask natural-language questions of company data.

Equals publishes 2 API contracts indexed on the APIs.io network, including Memories API, and 1 more. Tagged areas include Company, Analytics, Spreadsheets, Business Intelligence, and Dashboards.

The Equals catalog on APIs.io includes 1 Spectral governance ruleset.

Equals’ developer surface includes documentation, getting-started guide, support, pricing, signup flow, API reference, authentication, and 29 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

52.5/100 developing ▬ flat Agent 57/100 agent ready Front door AI 5/6 prominent saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessPaid

1 published contract 1 MCP Servers 2 Agent Skills

Company Analytics Spreadsheets Business Intelligence Dashboards Data Revenue Operations Reporting MCP A2A

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 52.5/100 · developing

Contract Quality 3.4 / 19

Developer Ergonomics 9.3 / 15

Access Clarity 13.8 / 15

Operational Transparency 3.3 / 10

Contract Governance 2.9 / 9

Discoverability 5.6 / 8

Regulatory Posture 4.4 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 57/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 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 0 / 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 6 / 6

Protected Resource Metadata 5 / 5

Registration Without a Human 6 / 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 Horizontal (data, software, accessibility, platform) 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):

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
Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks
Documented Reversibility +6 pts — a reversal operation in the contract, graded up when a window is documented too
Agentic Commerce Well-Known Document +5 pts — a parsing /.well-known/ucp.json or acp.json declaring a version and at least one service, OR (0.27) a live x402 payment challenge from _data/x402-adoption.json — `self` when its endpoints are on the provider's own domain, `platform` when they are on a vendor's
Dry-Run / Simulate Mode +4 pts — OpenAPI: destructive operations expose a dry_run / simulate / preview / validate_only parameter

2 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 18.1 — up to +20.5 composite points
Operational Transparency scores 34.2 — up to +8.6 composite points
Contract Governance scores 31.8 — up to +8.2 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/equals/apis.yml: open an issue on github.com/api-evangelist/equals 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
Business Intelligence, Analytics and Visualization	builds-on	51.7	-	-
Intercom App Store (customer-support, chat and messaging integrations)	builds-on	51.7	-	-

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 7

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.

Agent2Agent

tagged — the provider's own APIs.json carries the standard as a tag; implementation not verified

Model Context Protocol (MCP)

measured — observed by APIs.io (verified)

Agent Skills

measured — observed by APIs.io (published)

OAuth 2.0 Protected Resource Metadata

measured — observed by APIs.io (verified)

Dynamic Client Registration

measured — observed by APIs.io (published)

OpenAPI

measured — observed by APIs.io (published)

OAuth 2.0

measured — observed by APIs.io (declared)

APIs 2

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

Equals MCP Server

Hosted, remote Model Context Protocol server that gives AI assistants direct access to an Equals workspace — search and list workbooks including team-trusted analyses, list conn...

Equals Memories API

Facts the Equals AI analyst remembers about a workspace.

MCP Servers 1

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

Equals MCP Server

Remote MCP server at go.equals.com over HTTP; 3 tools listed.

MCP SERVER

Agent Skills 2

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

Equals

AGENT SKILL

Manage Equals analyst memories

AGENT SKILL

Equals API pricing

Prices published by Equals, read 2026-10-28 from equals.com/pricing/.

Plan	Price
Essential	$24k/year Includes: Unlimited seats, 3 connectors, 6 hour data sync, $250/mo included AI spend
Business	$36k/year Includes: Unlimited seats, 5 connectors or Warehouse, 1 hour data sync, $500/mo included AI spend, Writeback,
Enterprise	$60k/year Includes: Unlimited seats, Unlimited connectors or Warehouse, 15 minute data sync, $1,000/mo included AI spend

Plan details, limits and sources →

Billed by: subscription · FinOps profile →

Pricing Plans 2

Published pricing tiers and plan structures.

Equals Plans Pricing

3 plans

PLANS

Equals Price Estimates

0 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Equals Rate Limits

0 limits

RATE LIMITS

Service Levels 1

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

Equals

SLA

FinOps 1

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

Equals Finops

FINOPS

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Equals API Rules

56 rules · 54 errors 1 warnings 1 info

SPECTRAL

Security Posture 2

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

Equals Authentication

http/oauth2 · 2 schemes

SECURITY

Equals Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Agentic Access 1

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

Equals Agentic Access

5 operations · 3 acting

AGENTIC

Resources

Get Started 4

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

SignUp

SignUp

Login

Documentation 3

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

OpenAPI

OpenAPI

Agent Surfaces 5

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

MCPServer

LLMsTxt

WellKnown

AgentSkill

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Lifecycle

Conventions

ErrorCatalog

DataModel

Components

Conformance

Build 3

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

ToolCrosswalk

ToolCrosswalk

Packages

Packages

Access & Security 3

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

Compliance

Compliance

Operate 6

Status, limits, changes, and where to get help

Support

StatusPage

RateLimits

ChangeLog

ChangeLog

Contact

Commercial 4

Pricing, plans, and the legal terms of use

Pricing

TermsOfService

PrivacyPolicy

Plans

Company 1

The organization behind the API

Website

Website

Other 1

Properties that don't map to a standard resource type

AgentCard

AgentCard

Source (apis.yml)

aid: equals
name: Equals
description: Equals is an AI analytics platform that builds trusted spreadsheets and dashboards for revenue operations and
  go-to-market teams. It connects directly to databases and SaaS tools — PostgreSQL, MySQL, BigQuery, Snowflake, Redshift,
  Azure SQL, Supabase, Stripe, Salesforce, HubSpot, Intercom, and more — syncs data into a managed Equals Warehouse powered
  by Snowflake, and layers a familiar spreadsheet calculation, pivot, and charting surface with AI-powered querying on top.
  Teams use it to establish a single source of truth for metrics like ARR, pipeline, and retention, then auto-distribute live
  dashboards to Slack and email. Equals exposes a hosted Model Context Protocol (MCP) server so agents can discover workbooks,
  query connected datasources, and ask natural-language questions of company data.
url: https://raw.githubusercontent.com/api-evangelist/equals/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- a16z
- craft-ventures
x-tier: stub
x-tier-reason: portfolio-lead
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
accessModel:
  pricing: paid
  onboarding: sales
  trial: false
  try_now: false
  public: false
  label: Paid · Sales-gated
  confidence: high
  source:
  - https://equals.com/pricing
  - plans/equals-plans-pricing.yml
  generated: '2026-08-14'
  method: searched
  note: 'Corrected from a derived "self-serve" reading. Equals lists prices publicly ($24k/$36k/$60k per year) but every tier
    converts through a "Get a demo" button; there is no self-serve checkout and no signup route — equals.com/signup, go.equals.com/signup
    and go.equals.com/users/sign_up all 404, and go.equals.com/ is the application sign-in. API credentials therefore require
    an existing paid workspace: the Memories API token is minted in Settings, and the MCP server requires MCP enabled on the
    workspace.'
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-09-16'
image: https://avatars.githubusercontent.com/u/16228084?v=4
x-docs-platform: mintlify
x-docs-platform-confidence: medium
x-docs-platform-checked: 2026-10-03
x-docs-hosting: vercel
tags:
- Company
- Analytics
- Spreadsheets
- Business Intelligence
- Dashboards
- Data
- Revenue Operations
- Reporting
- MCP
- A2A
apis:
- name: Equals MCP Server
  description: Hosted, remote Model Context Protocol server that gives AI assistants direct access to an Equals workspace
    — search and list workbooks including team-trusted analyses, list connected datasources and explore their schemas, execute
    SQL directly, and ask the Equals agent natural-language questions across every accessible datasource and workbook. Authenticated
    with OAuth 2.1 (authorization code + PKCE, dynamic client registration); documented for Claude, Claude Code, ChatGPT,
    Codex, Cursor, Windsurf and Zed. Calls consume Equals AI credits.
  humanURL: https://docs.equals.com/docs/equals-mcp
  baseURL: https://go.equals.com/api/mcp
  tags:
  - MCP
  - Agent-Native
  - Analytics
  - Business Intelligence
  - SQL
  - Natural Language Query
  tags_raw:
  - mcp
  - agent-native
  - analytics
  - business-intelligence
  - sql
  - natural-language-query
  properties:
  - type: Documentation
    url: https://docs.equals.com/docs/equals-mcp
  - type: MCPServer
    url: mcp/equals-mcp.yml
  - type: ToolCrosswalk
    url: mcp/equals-tool-crosswalk.yml
  - type: Authentication
    url: authentication/equals-authentication.yml
- aid: equals:equals-memories-api
  name: Equals Memories API
  description: Facts the Equals AI analyst remembers about a workspace.
  humanURL: https://docs.equals.com/docs/memories-api
  baseURL: https://go.equals.com/api/v1
  tags:
  - Memories
  properties:
  - type: OpenAPI
    url: openapi/equals-memories-api-openapi.yml
  - type: Documentation
    url: https://docs.equals.com/docs/memories-api
  - type: APIReference
    url: https://docs.equals.com/docs/memories-api
  - type: Authentication
    url: authentication/equals-authentication.yml
  - type: Conventions
    url: conventions/equals-conventions.yml
  - type: ErrorCatalog
    url: errors/equals-problem-types.yml
  - type: DataModel
    url: data-model/equals-data-model.yml
  - type: RateLimits
    url: rate-limits/equals-rate-limits.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: AgenticAccess
  url: agentic-access/equals-agentic-access.yml
- type: Website
  url: https://equals.com
- type: DeveloperPortal
  url: https://docs.equals.com
- type: Documentation
  url: https://docs.equals.com
- type: GettingStarted
  url: https://docs.equals.com/docs/getting-started.md
- type: Support
  url: https://docs.equals.com/docs/resources.md
- type: Pricing
  url: https://equals.com/pricing/
- type: SignUp
  url: https://go.equals.com/
- type: Login
  url: https://go.equals.com/
- type: TermsOfService
  url: https://equals.com/policies/equals-online-terms-and-conditions-GP-april-11-22.pdf
- type: PrivacyPolicy
  url: https://equals.com/policies/privacy-policy.pdf
- type: GitHubOrganization
  url: https://github.com/EqualsHQ
- type: StatusPage
  url: https://status.equals.com
- type: MCPServer
  url: mcp/equals-mcp.yml
- type: LLMsTxt
  url: llms/equals-llms.txt
- type: Lifecycle
  url: lifecycle/equals-lifecycle.yml
- type: DomainSecurity
  url: security/equals-domain-security.yml
- type: APIReference
  url: https://docs.equals.com/docs/memories-api
- type: OpenAPI
  url: openapi/_original/equals-memories-openapi.yml
- type: Authentication
  url: authentication/equals-authentication.yml
- type: Conventions
  url: conventions/equals-conventions.yml
- type: ErrorCatalog
  url: errors/equals-problem-types.yml
- type: DataModel
  url: data-model/equals-data-model.yml
- type: RateLimits
  url: rate-limits/equals-rate-limits.yml
- type: Plans
  url: plans/equals-plans-pricing.yml
- type: ToolCrosswalk
  url: mcp/equals-tool-crosswalk.yml
- type: WellKnown
  url: well-known/equals-well-known.yml
- type: AgentCard
  url: a2a/equals-a2a.yml
- type: AgentSkill
  url: skills/_index.yml
- type: Packages
  url: packages/equals-packages.yml
- type: Components
  url: components/equals-components.yml
- type: Conformance
  url: conformance/equals-conformance.yml
- type: Compliance
  url: https://docs.equals.com/docs/faq
- type: ChangeLog
  url: https://equals.com/launches/
- type: ChangeLog
  url: changelog/equals-changelog.yml
- type: Contact
  url: mailto:help@equals.com
x-enrichment:
  date: '2026-08-14'
  status: enriched
  artifacts_added: 22
  pass: local-v1
  note: Contract discovery found a real, previously unrecorded Equals REST API (the Memories API at https://go.equals.com/api/v1,
    live-probed 401), an A2A agent card and a provider-published Agent Skill on docs.equals.com, RFC 8414 + RFC 9728 OAuth
    discovery documents on go.equals.com, a dated changelog at equals.com/launches/, full published pricing, and a SOC 2 Type
    II claim. The Mintlify sample spec served at docs.equals.com/api-reference/openapi.json ("OpenAPI Plant Store", servers
    http://sandbox.mintlify.com) was REJECTED as not belonging to Equals.
x-a2a:
  verified: true
  probed: '2026-09-26'
  url: https://docs.equals.com/.well-known/agent-card.json
  grade: conformant
  protocol_version: '0.3'
  control: 404

Equals API — frequently asked questions

Does Equals have an API?

Yes. APIs.io lists 2 APIs from Equals, including Equals MCP Server and Equals Memories API.

Is there an OpenAPI specification for the Equals API?

Yes. APIs.io indexes 1 OpenAPI specification for Equals, each linked for download from this page.

How do I authenticate with the Equals API?

Equals documents its authentication (http/oauth2 · 2 schemes). The details are profiled on APIs.io as Equals Authentication.

How much does the Equals API cost?

Equals publishes its prices; its Essential plan is $24k/year as of 2026-10-28. APIs.io lists 3 pricing plans for Equals, with each plan's price, limits and inclusions under Pricing on this page.

Does Equals have an MCP server?

Yes. APIs.io lists 1 MCP server for Equals: Remote MCP server at go.equals.com over HTTP; 3 tools listed.

Is the Equals API ready for AI agents?

Equals has a Kin Score of 52.5 out of 100 (developing) and an Agent Readiness score of 57.0 (agent-ready), scored by API Evangelist on 2026-11-06.

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.

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