Sahara AI

Sahara AI is a decentralized AI platform (backed by Pantera Capital) building infrastructure for the agentic economy: an AI Developer Platform for building agents, managing datasets, and accessing compute; an AI Marketplace for publishing and monetizing AI solutions; a Data Services Platform for collecting, labeling, and validating training data; consumer agents such as Sorin (autonomous trading); and the Sahara blockchain with the $SAHARA token for settlement and governance. Its developer-facing surface is an OpenAI-compatible Compute API that routes inference across multiple upstream providers (OpenAI, Lepton, Together, and others) alongside model- and provider-discovery endpoints, authenticated with an API key.

Sahara AI publishes 2 APIs on the APIs.io network: Discovery API and Inference API. Tagged areas include Company, Crypto, Artificial Intelligence, Machine-Learning, and Agents.

Sahara AI’s developer surface includes documentation, API reference, getting-started guide, engineering blog, support, pricing, signup flow, and 15 more developer resources.

🌐 Visit website 📡 Source on GitHub

43.7/100 developing ▬ flat Agent 21/100 agent aware saas Full breakdown ↓
scored 2026-09-04 · rubric v0.18.3

1 APIs

Company Crypto Artificial Intelligence Machine-Learning Agents Compute Blockchain Inference Data

Kin Score

Kin Score How this is scored →
scored 2026-09-04 · rubric v0.18.3

Composite quality — 43.7/100 · developing

Contract Quality 14.6 / 25

Developer Ergonomics 11.8 / 20

Access Clarity 8.9 / 20

Operational Transparency 0.3 / 13

Contract Governance 0.5 / 12

Discoverability 7.6 / 10

Agent readiness — 21/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 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

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 github.com/api-evangelist/sahara-ai: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 2

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

Get Started 3

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

SignUp

SignUp

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 5

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

WellKnown

WellKnown

X-MCPServerCandidate

X-MCPServerCandidate

AgentSkill

AgentSkill

AgenticAccess

AgenticAccess

Design & Contract 2

Pagination, idempotency, versioning, errors, and events

Conformance

Conformance

Conventions

Conventions

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 2

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

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)

aid: sahara-ai
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: '2026-09-03'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/sahara-ai.png
name: Sahara AI
description: 'Sahara AI is a decentralized AI platform (backed by Pantera Capital) building infrastructure for the agentic
  economy: an AI Developer Platform for building agents, managing datasets, and accessing compute; an AI Marketplace for publishing
  and monetizing AI solutions; a Data Services Platform for collecting, labeling, and validating training data; consumer agents
  such as Sorin (autonomous trading); and the Sahara blockchain with the $SAHARA token for settlement and governance. Its
  developer-facing surface is an OpenAI-compatible Compute API that routes inference across multiple upstream providers (OpenAI,
  Lepton, Together, and others) alongside model- and provider-discovery endpoints, authenticated with an API key.'
url: https://raw.githubusercontent.com/api-evangelist/sahara-ai/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- pantera-capital
tags:
- Company
- Crypto
- Artificial Intelligence
- Machine-Learning
- Agents
- Compute
- Blockchain
- Inference
- Data
tags_raw:
- Company
- Crypto
- Artificial Intelligence
- Machine Learning
- Agents
- Compute
- Blockchain
- Inference
- Data
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-21'
apis:
- aid: sahara-ai:sahara-ai-discovery-api
  name: Sahara AI Discovery API
  description: Discover models and compute providers available on the network.
  humanURL: https://docs.saharaai.com/developer-docs-ai-developer-portal/api-documentation
  baseURL: https://app.saharaai.com/developer/api
  tags:
  - Discovery
  properties:
  - type: OpenAPI
    url: openapi/sahara-ai-discovery-api-openapi.yml
  - type: ErrorCatalog
    url: errors/sahara-ai-problem-types.yml
  - type: DataModel
    url: data-model/sahara-ai-data-model.yml
- aid: sahara-ai:sahara-ai-inference-api
  name: Sahara AI Inference API
  description: OpenAI-compatible chat completion inference.
  humanURL: https://docs.saharaai.com/developer-docs-ai-developer-portal/api-documentation
  baseURL: https://app.saharaai.com/developer/api
  tags:
  - Inference
  properties:
  - type: OpenAPI
    url: openapi/sahara-ai-inference-api-openapi.yml
  - type: ErrorCatalog
    url: errors/sahara-ai-problem-types.yml
  - type: DataModel
    url: data-model/sahara-ai-data-model.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Overlay
  url: overlays/sahara-ai-compute-overlay.yaml
- type: Website
  url: https://saharaai.com/
- type: DeveloperPortal
  url: https://app.saharaai.com/developer-platform/main/explore
- type: Documentation
  url: https://docs.saharaai.com/
- type: APIReference
  url: https://docs.saharaai.com/developer-docs-ai-developer-portal/api-documentation
- type: GettingStarted
  url: https://docs.saharaai.com/developer-docs-ai-developer-portal/quick-start-guide
- type: Blog
  url: https://saharaai.com/blog
- type: Support
  url: https://saharaai.com/community
- type: GitHubOrganization
  url: https://github.com/SaharaAI-Agents
- type: Pricing
  url: https://docs.saharaai.com/developer-docs-ai-developer-portal/credits-and-billing
- type: SignUp
  url: https://app.saharaai.com/
- type: TermsOfService
  url: https://saharaai.com/legal/terms-of-use
- type: PrivacyPolicy
  url: https://saharaai.com/legal/privacy-policy
- type: LLMsTxt
  url: llms/sahara-ai-llms.txt
- type: WellKnown
  url: well-known/sahara-ai-well-known.yml
- type: X-MCPServerCandidate
  url: mcp/sahara-ai-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: Conformance
  url: conformance/sahara-ai-conformance.yml
- type: Conventions
  url: conventions/sahara-ai-conventions.yml
- type: AgentSkill
  url: skills/_index.yml
- type: DomainSecurity
  url: security/sahara-ai-domain-security.yml
- type: AgenticAccess
  url: agentic-access/sahara-ai-agentic-access.yml
- type: Authentication
  url: authentication/sahara-ai-authentication.yml
x-enrichment:
  date: '2026-07-21'
  status: enriched
  pass: local-v1
  artifacts_added: 14

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Sahara AI

Kin Score

APIs 2

Sahara AI Discovery API

Sahara AI Inference API

Open Collections 3

API Collection

Sahara AI Compute Discovery API

Sahara AI Compute Discovery Inference API

Security Posture 2

Sahara Ai Authentication

Sahara Ai Domain Security

Agentic Access 1

Sahara Ai Agentic Access

Resources