MapReduce

MapReduce is a programming model and processing technique for computing large data sets in parallel across a distributed cluster. Originally developed by Google and popularized by Apache Hadoop, it splits data processing into map and reduce phases to enable scalable big data analytics.

MapReduce is profiled on the APIs.io network. Tagged areas include Big Data, Data Processing, Distributed Computing, Hadoop, and MapReduce.

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6.8/100 minimal ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-07-27 · rubric v0.5

0 APIs

Big DataData ProcessingDistributed ComputingHadoopMapReduce

Kin Score

Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5

Composite quality — 6.8/100 · minimal

Contract Quality 0.0 / 25

Developer Ergonomics 0.0 / 20

Commercial Clarity 0.0 / 20

Operational Transparency 0.0 / 13

Governance 0.0 / 12

Discoverability 6.8 / 10

Agent readiness — 0/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 15

MCP Server 0 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

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Source (apis.yml)

aid: mapreduce
name: MapReduce
description: MapReduce is a programming model and processing technique for computing large data sets in parallel across a
  distributed cluster. Originally developed by Google and popularized by Apache Hadoop, it splits data processing into map
  and reduce phases to enable scalable big data analytics.
type: Index
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/mapreduce.png
url: https://raw.githubusercontent.com/api-evangelist/mapreduce/refs/heads/main/apis.yml
tags:
- Big Data
- Data Processing
- Distributed Computing
- Hadoop
- MapReduce
created: '2025-01-01'
modified: '2026-04-28'
specificationVersion: '0.19'
apis: []
common: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com