Revefi

Revefi is an AI-powered data operations platform that delivers FinOps, observability, and optimization for modern data warehouses and AI/LLM workloads. Its zero-touch "data copilot" (Raden) autonomously monitors data quality, spend, performance, and usage across Snowflake, Databricks, BigQuery, and Redshift, extracting only metadata, query logs, and aggregated statistics (never PII). Revefi exposes a Public API for programmatically managing custom data quality monitors and a hosted Model Context Protocol (MCP) server so AI assistants can query metadata and operate on warehouse data. The company is SOC 2 Type II certified and HIPAA compliant, and is backed by Mayfield.

Revefi publishes 6 APIs on the APIs.io network, including Create a Custom Data Quality Monitor API, Delete an existing Custom Data Quality Monitor API, Get Custom Data Quality Monitors API, and 3 more. Tagged areas include Data, Data Quality, Data Observability, FinOps, and Cost Optimization.

Revefi’s developer surface includes documentation, API reference, getting-started guide, authentication, engineering blog, pricing, signup flow, and 18 more developer resources.

🌐 Visit website 📡 Source on GitHub
48.9/100 developing ▬ flat Agent 55/100 agent ready Full breakdown ↓
scored 2026-07-23 · rubric v0.5
AccessSelf serve
6 APIs 1 MCP Servers
DataData QualityData ObservabilityFinOpsCost OptimizationAnalyticsSnowflakeDatabricksBigQueryArtificial IntelligenceMCP

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-23 · rubric v0.5
Composite quality — 48.9/100 · developing
Contract Quality 14.9 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 0.0 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 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 0 / 7
Typed Event Surface 0 / 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/revefi: 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 6

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

Revefi Create a Custom Data Quality Monitor API

The Create a Custom Data Quality Monitor API from Revefi — 1 operation(s) for create a custom data quality monitor.

Revefi Delete an existing Custom Data Quality Monitor API

The Delete an existing Custom Data Quality Monitor API from Revefi — 1 operation(s) for delete an existing custom data quality monitor.

Revefi Get Custom Data Quality Monitors API

The Get Custom Data Quality Monitors API from Revefi — 1 operation(s) for get custom data quality monitors.

Revefi Get Custom Data Quality Monitors by Artifact API

The Get Custom Data Quality Monitors by Artifact API from Revefi — 1 operation(s) for get custom data quality monitors by artifact.

Revefi Run Monitors API

The Run Monitors API from Revefi — 1 operation(s) for run monitors.

Revefi Update an existing Custom Data Quality Monitor API

The Update an existing Custom Data Quality Monitor API from Revefi — 1 operation(s) for update an existing custom data quality monitor.

MCP Servers 1

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

revefi-mcp.yml

MCP SERVER

Security Posture 2

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

Revefi Authentication

apiKey · 1 scheme

SECURITY

Revefi Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Get Started 4

Portal, sign-up, and the first successful call

DeveloperPortal
DeveloperPortal
 GettingStarted
GettingStarted
 SignUp
SignUp
 Login
Login

Documentation 2

Reference material describing how the API behaves

Documentation
Documentation
 APIReference
APIReference

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

MCPServer
MCPServer
 AgentSkill
AgentSkill
 LLMsTxt
LLMsTxt
 WellKnown
WellKnown

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Conventions
Conventions
 ErrorCatalog
ErrorCatalog
 DataModel
DataModel
 Lifecycle
Lifecycle
 Conformance
Conformance

Access & Security 3

Authentication, authorization, and security posture

Authentication
Authentication
 Compliance
Compliance
 DomainSecurity
DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support
Support

Commercial 3

Pricing, plans, and the legal terms of use

Pricing
Pricing
 TermsOfService
TermsOfService
 PrivacyPolicy
PrivacyPolicy

Company 2

The organization behind the API

Website
Website
 Blog
Blog

Other 1

Properties that don't map to a standard resource type

Overlay
Overlay

Source (apis.yml)

apis.yml Raw ↑ 
aid: revefi
name: Revefi
description: Revefi is an AI-powered data operations platform that delivers FinOps, observability, and optimization for modern
  data warehouses and AI/LLM workloads. Its zero-touch "data copilot" (Raden) autonomously monitors data quality, spend, performance,
  and usage across Snowflake, Databricks, BigQuery, and Redshift, extracting only metadata, query logs, and aggregated statistics
  (never PII). Revefi exposes a Public API for programmatically managing custom data quality monitors and a hosted Model Context
  Protocol (MCP) server so AI assistants can query metadata and operate on warehouse data. The company is SOC 2 Type II certified
  and HIPAA compliant, and is backed by Mayfield.
url: https://raw.githubusercontent.com/api-evangelist/revefi/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- mayfield
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
created: '2026-07-17'
modified: '2026-07-20'
specificationVersion: '0.20'
image: https://www.revefi.com/favicon.ico
tags:
- Data
- Data Quality
- Data Observability
- FinOps
- Cost Optimization
- Analytics
- Snowflake
- Databricks
- BigQuery
- Artificial Intelligence
- MCP
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
apis:
- aid: revefi:revefi-create-a-custom-data-quality-monitor-api
  name: Revefi Create a Custom Data Quality Monitor API
  description: The Create a Custom Data Quality Monitor API from Revefi — 1 operation(s) for create a custom data quality
    monitor.
  humanURL: https://docs.revefi.com/docs/publicapis
  baseURL: https://gateway.revefi.com/api/v1/
  tags:
  - Create a Custom Data Quality Monitor
  properties:
  - type: OpenAPI
    url: openapi/revefi-create-a-custom-data-quality-monitor-api-openapi.yml
  - type: Authentication
    url: authentication/revefi-authentication.yml
  - type: ErrorCatalog
    url: errors/revefi-problem-types.yml
  - type: Conventions
    url: conventions/revefi-conventions.yml
  - type: DataModel
    url: data-model/revefi-data-model.yml
  - type: Lifecycle
    url: lifecycle/revefi-lifecycle.yml
  - type: APIReference
    url: https://docs.revefi.com/reference/getmonitors
- aid: revefi:revefi-delete-an-existing-custom-data-quality-monitor-api
  name: Revefi Delete an existing Custom Data Quality Monitor API
  description: The Delete an existing Custom Data Quality Monitor API from Revefi — 1 operation(s) for delete an existing
    custom data quality monitor.
  humanURL: https://docs.revefi.com/docs/publicapis
  baseURL: https://gateway.revefi.com/api/v1/
  tags:
  - Delete an existing Custom Data Quality Monitor
  properties:
  - type: OpenAPI
    url: openapi/revefi-delete-an-existing-custom-data-quality-monitor-api-openapi.yml
  - type: Authentication
    url: authentication/revefi-authentication.yml
  - type: ErrorCatalog
    url: errors/revefi-problem-types.yml
  - type: Conventions
    url: conventions/revefi-conventions.yml
  - type: DataModel
    url: data-model/revefi-data-model.yml
  - type: Lifecycle
    url: lifecycle/revefi-lifecycle.yml
  - type: APIReference
    url: https://docs.revefi.com/reference/getmonitors
- aid: revefi:revefi-get-custom-data-quality-monitors-api
  name: Revefi Get Custom Data Quality Monitors API
  description: The Get Custom Data Quality Monitors API from Revefi — 1 operation(s) for get custom data quality monitors.
  humanURL: https://docs.revefi.com/docs/publicapis
  baseURL: https://gateway.revefi.com/api/v1/
  tags:
  - Get Custom Data Quality Monitors
  properties:
  - type: OpenAPI
    url: openapi/revefi-get-custom-data-quality-monitors-api-openapi.yml
  - type: Authentication
    url: authentication/revefi-authentication.yml
  - type: ErrorCatalog
    url: errors/revefi-problem-types.yml
  - type: Conventions
    url: conventions/revefi-conventions.yml
  - type: DataModel
    url: data-model/revefi-data-model.yml
  - type: Lifecycle
    url: lifecycle/revefi-lifecycle.yml
  - type: APIReference
    url: https://docs.revefi.com/reference/getmonitors
- aid: revefi:revefi-get-custom-data-quality-monitors-by-artifact-api
  name: Revefi Get Custom Data Quality Monitors by Artifact API
  description: The Get Custom Data Quality Monitors by Artifact API from Revefi — 1 operation(s) for get custom data quality
    monitors by artifact.
  humanURL: https://docs.revefi.com/docs/publicapis
  baseURL: https://gateway.revefi.com/api/v1/
  tags:
  - Get Custom Data Quality Monitors by Artifact
  properties:
  - type: OpenAPI
    url: openapi/revefi-get-custom-data-quality-monitors-by-artifact-api-openapi.yml
  - type: Authentication
    url: authentication/revefi-authentication.yml
  - type: ErrorCatalog
    url: errors/revefi-problem-types.yml
  - type: Conventions
    url: conventions/revefi-conventions.yml
  - type: DataModel
    url: data-model/revefi-data-model.yml
  - type: Lifecycle
    url: lifecycle/revefi-lifecycle.yml
  - type: APIReference
    url: https://docs.revefi.com/reference/getmonitors
- aid: revefi:revefi-run-monitors-api
  name: Revefi Run Monitors API
  description: The Run Monitors API from Revefi — 1 operation(s) for run monitors.
  humanURL: https://docs.revefi.com/docs/publicapis
  baseURL: https://gateway.revefi.com/api/v1/
  tags:
  - Run Monitors
  properties:
  - type: OpenAPI
    url: openapi/revefi-run-monitors-api-openapi.yml
  - type: Authentication
    url: authentication/revefi-authentication.yml
  - type: ErrorCatalog
    url: errors/revefi-problem-types.yml
  - type: Conventions
    url: conventions/revefi-conventions.yml
  - type: DataModel
    url: data-model/revefi-data-model.yml
  - type: Lifecycle
    url: lifecycle/revefi-lifecycle.yml
  - type: APIReference
    url: https://docs.revefi.com/reference/getmonitors
- aid: revefi:revefi-update-an-existing-custom-data-quality-monitor-api
  name: Revefi Update an existing Custom Data Quality Monitor API
  description: The Update an existing Custom Data Quality Monitor API from Revefi — 1 operation(s) for update an existing
    custom data quality monitor.
  humanURL: https://docs.revefi.com/docs/publicapis
  baseURL: https://gateway.revefi.com/api/v1/
  tags:
  - Update an existing Custom Data Quality Monitor
  properties:
  - type: OpenAPI
    url: openapi/revefi-update-an-existing-custom-data-quality-monitor-api-openapi.yml
  - type: Authentication
    url: authentication/revefi-authentication.yml
  - type: ErrorCatalog
    url: errors/revefi-problem-types.yml
  - type: Conventions
    url: conventions/revefi-conventions.yml
  - type: DataModel
    url: data-model/revefi-data-model.yml
  - type: Lifecycle
    url: lifecycle/revefi-lifecycle.yml
  - type: APIReference
    url: https://docs.revefi.com/reference/getmonitors
common:
- type: Website
  url: https://revefi.com
- type: DeveloperPortal
  url: https://docs.revefi.com/docs/getting-started
- type: Documentation
  url: https://docs.revefi.com/docs/getting-started
- type: APIReference
  url: https://docs.revefi.com/reference/getmonitors
- type: GettingStarted
  url: https://docs.revefi.com/docs/publicapis
- type: Authentication
  url: authentication/revefi-authentication.yml
- type: MCPServer
  url: mcp/revefi-mcp.yml
- type: AgentSkill
  url: skills/_index.yml
- type: LLMsTxt
  url: llms/revefi-llms.txt
- type: WellKnown
  url: well-known/revefi-well-known.yml
- type: Conventions
  url: conventions/revefi-conventions.yml
- type: ErrorCatalog
  url: errors/revefi-problem-types.yml
- type: DataModel
  url: data-model/revefi-data-model.yml
- type: Overlay
  url: overlays/revefi-data-quality-monitors-overlay.yaml
- type: Lifecycle
  url: lifecycle/revefi-lifecycle.yml
- type: Conformance
  url: conformance/revefi-conformance.yml
- type: Compliance
  url: https://docs.revefi.com/docs/security-and-compliance
- type: DomainSecurity
  url: security/revefi-domain-security.yml
- type: Blog
  url: https://www.revefi.com/blog
- type: Pricing
  url: https://www.revefi.com/pricing
- type: SignUp
  url: https://www.revefi.com/demo
- type: Login
  url: https://app.revefi.com
- type: TermsOfService
  url: https://www.revefi.com/tos
- type: PrivacyPolicy
  url: https://www.revefi.com/privacy
- type: Support
  url: https://www.revefi.com/contact
x-enrichment:
  date: '2026-07-20'
  status: enriched
  artifacts_added: 15
  pass: local-v1