Pepperdata

Pepperdata provides dynamic Kubernetes resource optimization and observability for data-intensive workloads, increasing cluster utilization, improving performance, and reducing cost in real time across Spark, MapReduce, Tez, and Kubernetes environments. Its REST API gives programmatic access to the same observability data available in the Pepperdata dashboard: time-series metrics with series breakdowns and filters (/m), application and job details including counters and cost/performance tuning recommendations (/jobdetails), and full CRUD over metric alarms (/alarms). Authentication uses a custom API-key header. Pepperdata is a portfolio company of Wing Venture Capital.

Pepperdata is listed with 3 APIs on the APIs.io network: Alarms API, Job Details API, and Metrics API. Tagged areas include Company, Observability, Monitoring, Kubernetes, and Big Data.

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

Pepperdata’s developer surface includes engineering blog, authentication, documentation, API reference, support, pricing, signup flow, and 18 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

32.9/100 thin ▬ flat Agent 18/100 agent aware Front door AI 2/6 trace Heartbeat 0/100 dormant saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

3 APIs 3 Agent Skills

Company Observability Monitoring Kubernetes Big Data Cost Optimization Metrics APM

Kin Score

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

Composite quality — 32.9/100 · thin

Contract Quality 3.3 / 19

Developer Ergonomics 6.3 / 15

Access Clarity 6.7 / 15

Operational Transparency 0.3 / 10

Contract Governance 1.6 / 9

Discoverability 5.9 / 8

Regulatory Posture 3.7 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 18/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 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 0 / 7

Rate-Limit Signaling 0 / 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 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 0 / 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):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
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

10 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 17.7 — up to +20.6 composite points
Operational Transparency scores 2.6 — up to +12.7 composite points
Developer Ergonomics scores 42.3 — up to +11.5 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/pepperdata/apis.yml: open an issue on github.com/api-evangelist/pepperdata 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 1

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.

OpenAPI

measured — observed by APIs.io (published)

APIs 3

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

Pepperdata Alarms API

Create, retrieve, revise, and delete metric alarms.

Pepperdata Job Details API

Query application/job details, counters, and tuning recommendations.

Pepperdata Metrics API

Retrieve time-series metrics, series, and filters.

Open Collections 3

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

Pepperdata REST Alarms API

OPEN COLLECTION

Pepperdata REST Alarms Job Details API

OPEN COLLECTION

Pepperdata REST Alarms Metrics API

OPEN COLLECTION

Agent Skills 3

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

Pull Pepperdata job tuning recommendations

AGENT SKILL

Create a Pepperdata metric alarm

AGENT SKILL

Query Pepperdata time-series metrics

AGENT SKILL

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Pepperdata API Rules

63 rules · 60 errors 2 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.

Pepperdata Rest Api Overlay

2 actions · update · pepperdata-rest-api-openapi.yml

DERIVED

Security Posture 2

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

Pepperdata Authentication

apiKey · 1 scheme

SECURITY

Pepperdata Domain Security

TLSv1.2 · HSTS · DMARC

SECURITY

Resources

Get Started 3

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

SignUp

SignUp

Login

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

X-MCPServerCandidate

X-MCPServerCandidate

LLMsTxt

LLMsTxt

AgentSkill

AgentSkill

Design & Contract 4

Pagination, idempotency, versioning, errors, and events

Conventions

ErrorCatalog

Conformance

DataModel

Build 2

SDKs, sample code, and the tooling you integrate with

Packages

Packages

GitHubOrganization

GitHubOrganization

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

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

PrivacyPolicy

PrivacyPolicy

TermsOfService

TermsOfService

Company 4

The organization behind the API

Blog

BlogRSS

Blog

Website

Other 1

Properties that don't map to a standard resource type

Overlay

Overlay

Source (apis.yml)

aid: pepperdata
name: Pepperdata
description: 'Pepperdata provides dynamic Kubernetes resource optimization and observability for data-intensive workloads,
  increasing cluster utilization, improving performance, and reducing cost in real time across Spark, MapReduce, Tez, and
  Kubernetes environments. Its REST API gives programmatic access to the same observability data available in the Pepperdata
  dashboard: time-series metrics with series breakdowns and filters (/m), application and job details including counters and
  cost/performance tuning recommendations (/jobdetails), and full CRUD over metric alarms (/alarms). Authentication uses a
  custom API-key header. Pepperdata is a portfolio company of Wing Venture Capital.'
url: https://raw.githubusercontent.com/api-evangelist/pepperdata/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- wing-venture-capital
x-tier: profiled
x-tier-reason: rest-api-enriched
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:
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-10-06'
image: https://www.pepperdata.com/wp-content/uploads/2025/03/normal-logo-1200px.png
tags:
- Company
- Observability
- Monitoring
- Kubernetes
- Big Data
- Cost Optimization
- Metrics
- APM
apis:
- aid: pepperdata:pepperdata-alarms-api
  name: Pepperdata Alarms API
  description: Create, retrieve, revise, and delete metric alarms.
  humanURL: https://docs.pepperdata.com/rest-api/
  baseURL: https://dashboard.pepperdata.com/pepperdata-demonstration/api
  tags:
  - Alarms
  properties:
  - type: OpenAPI
    url: openapi/pepperdata-alarms-api-openapi.yml
  - type: Documentation
    url: https://docs.pepperdata.com/rest-api/
  - type: APIReference
    url: https://docs.pepperdata.com/rest-api/
- aid: pepperdata:pepperdata-job-details-api
  name: Pepperdata Job Details API
  description: Query application/job details, counters, and tuning recommendations.
  humanURL: https://docs.pepperdata.com/rest-api/
  baseURL: https://dashboard.pepperdata.com/pepperdata-demonstration/api
  tags:
  - Job Details
  properties:
  - type: OpenAPI
    url: openapi/pepperdata-job-details-api-openapi.yml
  - type: Documentation
    url: https://docs.pepperdata.com/rest-api/
  - type: APIReference
    url: https://docs.pepperdata.com/rest-api/
- aid: pepperdata:pepperdata-metrics-api
  name: Pepperdata Metrics API
  description: Retrieve time-series metrics, series, and filters.
  humanURL: https://docs.pepperdata.com/rest-api/
  baseURL: https://dashboard.pepperdata.com/pepperdata-demonstration/api
  tags:
  - Metrics
  properties:
  - type: OpenAPI
    url: openapi/pepperdata-metrics-api-openapi.yml
  - type: Documentation
    url: https://docs.pepperdata.com/rest-api/
  - type: APIReference
    url: https://docs.pepperdata.com/rest-api/
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- url: https://www.pepperdata.com/newsroom/
  type: Blog
- url: https://www.pepperdata.com/feed/
  type: BlogRSS
- type: Overlay
  url: overlays/pepperdata-rest-api-overlay.yaml
- type: Authentication
  url: authentication/pepperdata-authentication.yml
- type: Conventions
  url: conventions/pepperdata-conventions.yml
- type: ErrorCatalog
  url: errors/pepperdata-problem-types.yml
- type: Conformance
  url: conformance/pepperdata-conformance.yml
- type: DataModel
  url: data-model/pepperdata-data-model.yml
- type: Packages
  url: packages/pepperdata-packages.yml
- type: X-MCPServerCandidate
  url: mcp/pepperdata-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/pepperdata-llms.txt
- type: AgentSkill
  url: skills/_index.yml
- type: DomainSecurity
  url: security/pepperdata-domain-security.yml
- type: DeveloperPortal
  url: https://docs.pepperdata.com/
- type: Documentation
  url: https://docs.pepperdata.com/
- type: APIReference
  url: https://docs.pepperdata.com/rest-api/
- type: Blog
  url: https://www.pepperdata.com/blog/
- type: Support
  url: https://support.pepperdata.com/
- type: Pricing
  url: https://www.pepperdata.com/pricing/
- type: SignUp
  url: https://www.pepperdata.com/request-a-demo/
- type: Login
  url: https://dashboard.pepperdata.com/
- type: PrivacyPolicy
  url: https://www.pepperdata.com/legal/privacy-policy
- type: TermsOfService
  url: https://www.pepperdata.com/legal/privacy-policy#terms
- type: GitHubOrganization
  url: https://github.com/pepperdata
- type: Website
  url: https://www.pepperdata.com/
x-enrichment:
  date: '2026-07-20'
  status: enriched
  artifacts_added: 16
  pass: local-v1

Pepperdata API — frequently asked questions

Does Pepperdata have an API?

Yes. APIs.io lists 3 APIs from Pepperdata, including Pepperdata Alarms API, Pepperdata Job Details API and Pepperdata Metrics API.

Is there an OpenAPI specification for the Pepperdata API?

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

How do I authenticate with the Pepperdata API?

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

Is the Pepperdata API ready for AI agents?

Pepperdata has a Kin Score of 32.9 out of 100 (thin) and an Agent Readiness score of 18.2 (agent-aware), scored by API Evangelist on 2026-11-06.

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