Wolfram|Alpha website screenshot

Wolfram|Alpha

Wolfram|Alpha is a computational knowledge engine that provides answers to natural language queries using a vast curated knowledge base and computational algorithms. The Wolfram|Alpha API suite gives developers programmatic access to computational intelligence for web, mobile, and AI applications. APIs range from the full-featured Full Results API to specialized LLM, Short Answers, Simple, Spoken Results, and Fast Query Recognizer APIs.

Wolfram Alpha publishes 1 API on the APIs.io network: Queries API. Tagged areas include AI, Artificial Intelligence, Computational Knowledge, Natural Language Processing, and Search.
The Wolfram Alpha catalog on APIs.io includes 3 JSON-LD contexts and 2 Spectral governance rulesets.
Wolfram Alpha’s developer surface includes authentication, engineering blog, developer portal, signup flow, pricing, and 9 more developer resources.
41.9/100 thin ▬ flat Agent 37/100 agent ready Full breakdown ↓
scored 2026-08-05 · rubric v0.9.1
AccessFreemiumSelf serve⚡ Free to try
1 APIs 5 Features 5 Use Cases
AIArtificial IntelligenceComputational KnowledgeNatural Language ProcessingSearch

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-08-05 · rubric v0.9.1
Composite quality — 41.9/100 · thin
Contract Quality 7.6 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 2.7 / 13
Governance 8.3 / 12
Discoverability 6.9 / 10
Agent readiness — 37/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 10 / 10
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
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/wolfram-alpha: 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 1

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

Wolfram|Alpha Queries API

Submit natural language queries for full computational results

Open Collections 5

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

Wolfram|Alpha LLM API

OPEN COLLECTION

Wolfram|Alpha Simple API

OPEN COLLECTION

Pricing Plans 1

Published pricing tiers and plan structures.

Rate Limits 1

Documented rate limits and quota policies.

Wolfram Alpha Rate Limits

2 limits

RATE LIMITS

FinOps 1

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

Features 5

Notable capabilities this provider offers.

Computational Intelligence

Access Wolfram's curated knowledge base and computation engine for math, science, geography, and more.

Multiple Output Formats

Choose from XML, JSON, plain text, image, or audio output depending on your application needs.

LLM-Optimized Responses

Specialized API endpoint returns structured text formatted for large language model consumption.

Sub-10ms Query Classification

Fast Query Recognizer classifies queries before sending to the full engine, reducing latency.

Location-Aware Queries

Pass IP, coordinates, or location names for geographically relevant results.

Semantic Vocabularies 3

JSON-LD contexts and semantic vocabularies used across these APIs.

Wolfram Alpha Full Results Api Context

2 classes · 12 properties

JSON-LD

Wolfram Alpha Full Results Api Full Results Context

1 classes · 7 properties

JSON-LD

Wolfram Alpha Llm Api Llm Api Context

1 classes · 5 properties

JSON-LD

Spectral Rules 2

Spectral governance rulesets for linting and validating these APIs.

Wolfram|Alpha API Rules

5 rules · 4 warnings 1 info

SPECTRAL

Wolfram|Alpha API Rules

33 rules · 10 errors 18 warnings 5 info

SPECTRAL

JSON Schema 8

Standalone JSON Schema definitions for this provider's data models.

FullResultsResponse

1 properties

JSON SCHEMA

Pod

6 properties

JSON SCHEMA

Subpod

2 properties

JSON SCHEMA

FullResultsResponse

1 properties

JSON SCHEMA

LlmApiResponse

5 properties

JSON SCHEMA

LlmApiResponse

5 properties

JSON SCHEMA

Pod

6 properties

JSON SCHEMA

Subpod

2 properties

JSON SCHEMA

Scroll for all 8

JSON Structure 5

JSON Structure definitions describing this provider's data shapes.

Wolfram Alpha Structure

0 properties

JSON STRUCTURE

Examples 9

Example request and response payloads for these APIs.

Scroll for all 9

Security Posture 2

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

Wolfram Alpha Authentication

apiKey/http · 2 schemes

SECURITY

Wolfram Alpha Domain Security

TLSv1.3 · DMARC

SECURITY

Agentic Access 1

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

Wolfram Alpha Agentic Access

5 operations

5 operations · 0 acting

AGENTIC

Use Cases 5

What developers build with this provider.

AI Assistant Integration

Provide LLMs with computational knowledge results via the LLM API.

Chatbot Answers

Return concise answers to natural language questions in chatbot interfaces using the Short Answers API.

Voice Applications

Deliver audio-ready answer strings for voice assistants using the Spoken Results API.

Educational Platforms

Embed Wolfram computational results visually in learning platforms using the Simple API.

Search Augmentation

Pre-classify user queries with the Fast Query Recognizer to route to Wolfram only when appropriate.

Integrations 3

Pre-built integrations with other platforms and tools.

Mathematica

Wolfram Language integration for computational workflows.

OpenAI / ChatGPT Plugin

Official ChatGPT plugin for Wolfram computational knowledge.

Siri / Voice Assistants

Spoken Results API used by voice assistant integrations.

Resources

Get Started 3

Portal, sign-up, and the first successful call

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 2

Pagination, idempotency, versioning, errors, and events

Access & Security 3

Authentication, authorization, and security posture

Commercial 2

Pricing, plans, and the legal terms of use

Company 3

The organization behind the API

Source (apis.yml)

apis.yml Raw ↑
aid: wolfram-alpha
name: Wolfram|Alpha
description: Wolfram|Alpha is a computational knowledge engine that provides answers to natural language queries using a vast
  curated knowledge base and computational algorithms. The Wolfram|Alpha API suite gives developers programmatic access to
  computational intelligence for web, mobile, and AI applications. APIs range from the full-featured Full Results API to specialized
  LLM, Short Answers, Simple, Spoken Results, and Fast Query Recognizer APIs.
type: Index
url: https://raw.githubusercontent.com/api-evangelist/wolfram-alpha/refs/heads/main/apis.yml
tags:
- AI
- Artificial Intelligence
- Computational Knowledge
- Natural Language Processing
- Search
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  generated: '2026-07-22'
  method: derived
created: '2024-10-18'
modified: '2026-05-19'
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/wolfram-alpha.png
specificationVersion: '0.19'
position: Consumer
access: 3rd-Party
apis:
- aid: wolfram-alpha:wolfram-alpha-queries-api
  name: Wolfram|Alpha Queries API
  description: Submit natural language queries for full computational results
  humanURL: https://products.wolframalpha.com/llm-api/documentation
  baseURL: https://www.wolframalpha.com/api/v1/
  tags:
  - Queries
  properties:
  - type: OpenAPI
    url: openapi/wolfram-alpha-queries-api-openapi.yml
  - type: Documentation
    url: https://products.wolframalpha.com/llm-api/documentation
  - type: JSONSchema
    url: json-schema/wolfram-alpha-llm-api-llm-api-response-schema.json
  - type: Documentation
    url: https://products.wolframalpha.com/api/documentation
  - type: JSONSchema
    url: json-schema/wolfram-alpha-full-results-api-full-results-response-schema.json
  - type: JSONSchema
    url: json-schema/wolfram-alpha-full-results-api-pod-schema.json
  - type: JSONSchema
    url: json-schema/wolfram-alpha-full-results-api-subpod-schema.json
  - type: Documentation
    url: https://products.wolframalpha.com/short-answers-api/documentation
  - type: Documentation
    url: https://products.wolframalpha.com/simple-api/documentation
  - type: Documentation
    url: https://products.wolframalpha.com/spoken-results-api/documentation
common:
- type: AgenticAccess
  url: agentic-access/wolfram-alpha-agentic-access.yml
- type: DomainSecurity
  url: security/wolfram-alpha-domain-security.yml
- type: Authentication
  url: authentication/wolfram-alpha-authentication.yml
- type: LinkedIn
  url: https://www.linkedin.com/company/wolfram-alpha-llc
- url: https://blog.wolfram.com/feed/
  type: Blog
- type: Website
  url: https://www.wolframalpha.com
- type: DeveloperPortal
  url: https://developer.wolframalpha.com/
- type: Portal
  url: https://products.wolframalpha.com/api
- type: Signup
  url: https://developer.wolframalpha.com/
- type: Authentication
  url: https://products.wolframalpha.com/api/documentation
- type: Pricing
  url: https://products.wolframalpha.com/api
- type: TermsOfService
  url: https://products.wolframalpha.com/api/documentation
- type: SpectralRules
  url: rules/wolfram-alpha-spectral-rules.yml
- type: Vocabulary
  url: vocabulary/wolfram-alpha-vocabulary.yaml
- type: Features
  data:
  - name: Computational Intelligence
    description: Access Wolfram's curated knowledge base and computation engine for math, science, geography, and more.
  - name: Multiple Output Formats
    description: Choose from XML, JSON, plain text, image, or audio output depending on your application needs.
  - name: LLM-Optimized Responses
    description: Specialized API endpoint returns structured text formatted for large language model consumption.
  - name: Sub-10ms Query Classification
    description: Fast Query Recognizer classifies queries before sending to the full engine, reducing latency.
  - name: Location-Aware Queries
    description: Pass IP, coordinates, or location names for geographically relevant results.
- type: UseCases
  data:
  - name: AI Assistant Integration
    description: Provide LLMs with computational knowledge results via the LLM API.
  - name: Chatbot Answers
    description: Return concise answers to natural language questions in chatbot interfaces using the Short Answers API.
  - name: Voice Applications
    description: Deliver audio-ready answer strings for voice assistants using the Spoken Results API.
  - name: Educational Platforms
    description: Embed Wolfram computational results visually in learning platforms using the Simple API.
  - name: Search Augmentation
    description: Pre-classify user queries with the Fast Query Recognizer to route to Wolfram only when appropriate.
- type: Integrations
  data:
  - name: Mathematica
    description: Wolfram Language integration for computational workflows.
  - name: OpenAI / ChatGPT Plugin
    description: Official ChatGPT plugin for Wolfram computational knowledge.
  - name: Siri / Voice Assistants
    description: Spoken Results API used by voice assistant integrations.
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com