Revefi website screenshot

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 API contracts indexed 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.

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

Revefi’s developer surface includes documentation, API reference, getting-started guide, authentication, engineering blog, pricing, signup flow, and 20 more developer resources.

54.5/100 strong ▲ 5.0 Agent 45/100 agent ready Front door AI 6/6 dominant Heartbeat 100/100 alive saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →
1 published contract 1 MCP Servers 1 Agent Skills
DataData QualityData ObservabilityFinOpsCost OptimizationAnalyticsSnowflakeDatabricksBigQueryArtificial IntelligenceMCP

What this lets a business do 1

Business capabilities this provider's published APIs can perform, derived from its own contracts. Browse all capabilities →

Information & Data Management
BC-610
Create a Custom Data Quality MonitorDelete an existing Custom Data Quality MonitorGet Custom Data Quality MonitorsGet Custom Data Quality Monitors by ArtifactRun MonitorsUpdate an existing Custom Data Quality Monitor
POST /monitor GET /monitor GET /monitorByArtifact PATCH /monitor

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0
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):
  • Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
  • 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
  • Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)
  • Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
  • Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks
4 more unmet checks in the Agent Readiness table above.
Kin Score — facets with the most composite points still available (weight × headroom):
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/revefi/apis.yml: open an issue on github.com/api-evangelist/revefi 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 →

Standards implemented 4

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.

measured — observed by APIs.io (verified)
measured — observed by APIs.io (verified)
measured — observed by APIs.io (published)
measured — observed by APIs.io (published)

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.

Open Collections 6

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

MCP Servers 1

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

Revefi MCP Server

Revefi exposes a hosted Model Context Protocol (MCP) HTTP endpoint that lets MCP-compatible clients (Claude Code, Cursor, Claude Desktop, etc.) call Revefi tools to query metada...

MCP SERVER

Agent Skills 1

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

Revefi API pricing

Prices published by Revefi, read 2026-10-07 from www.revefi.com/pricing. A free plan or tier is listed.

PlanPrice
Starter (Data) Free
Includes: Cost Optimization, Data Observability & Quality, Self-Serve Support; Combined annual spend <$50K
FinOps (Data) Based on % of data platform spend. Contact our experts
Includes: Cost Optimization, Standard & Enterprise Support, No usage limits
DataOps Based on % of data platform spend. Contact our experts
Includes: Data Observability & Quality, Standard & Enterprise Support, No usage limits
All (Data) Based on % of data platform spend. Contact our experts
Includes: Cost Optimization, Data Observability & Quality, Enterprise Support
Observability & Operations (AI) Contact our experts
Includes: LLM observability, optimization, policy enforcement, OTEL connector, SDK
FinOps (AI) Contact our experts
Includes: Budgeting & forecasting, spend limits, approval workflow, budget enforcement
All (AI) Contact our experts
Includes: Everything in Observability & Operations and FinOps

Plan details, limits and sources →

Pricing Plans 1

Published pricing tiers and plan structures.

Revefi Plans Pricing

7 plans

PLANS

Service Levels 1

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

Revefi

SLA

FinOps 1

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

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Revefi API Rules

59 rules · 57 errors 1 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.

Revefi Data Quality Monitors Overlay

3 actions · documentation · revefi-data-quality-monitors-openapi-original.yml

DERIVED

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

Documentation 2

Reference material describing how the API behaves

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Access & Security 3

Authentication, authorization, and security posture

Operate 1

Status, limits, changes, and where to get help

Commercial 4

Pricing, plans, and the legal terms of use

Company 2

The organization behind the API

Other 2

Properties that don't map to a standard resource type

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
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: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - plans
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
created: '2026-07-17'
modified: '2026-07-20'
specificationVersion: '0.23'
image: https://www.revefi.com/favicon.ico
x-docs-platform: readme
x-docs-platform-confidence: high
x-docs-platform-checked: 2026-10-04
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: []
  tags_raw:
  - 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: []
  tags_raw:
  - 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: []
  tags_raw:
  - 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: Plans
  url: plans/revefi-plans-pricing.yml
- type: CapabilityMap
  url: capabilities/revefi-capability-edges.yml
  name: Revefi Business Capability Map
- 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

Revefi API — frequently asked questions

Does Revefi have an API?

Yes. APIs.io lists 6 APIs from Revefi, including Revefi Create a Custom Data Quality Monitor API, Revefi Delete an existing Custom Data Quality Monitor API and Revefi Get Custom Data Quality Monitors API, and 3 more.

Is there an OpenAPI specification for the Revefi API?

Yes. APIs.io indexes 6 OpenAPI specifications for Revefi, each linked for download from this page.

How do I authenticate with the Revefi API?

Revefi documents its authentication (apiKey · 1 scheme). The details are profiled on APIs.io as Revefi Authentication.

How much does the Revefi API cost?

APIs.io lists 7 pricing plans for Revefi, with each plan's price, limits and inclusions under Pricing on this page.

Does Revefi have an MCP server?

Yes. APIs.io lists 1 MCP server for Revefi: Revefi exposes a hosted Model Context Protocol (MCP) HTTP endpoint that lets MCP-compatible clients (Claude Code, Cursor, Claude Desktop, etc.) call Revefi tools to query metadata and operate on wareh

Is the Revefi API ready for AI agents?

Revefi has a Kin Score of 54.5 out of 100 (strong) and an Agent Readiness score of 44.8 (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

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