Neuracore

Neuracore is an end-to-end cloud platform for robot skill creation. Teams use it to collect teleoperation demonstrations, curate and version datasets, train imitation-learning and reinforcement-learning policies, and deploy them to production robots for real-time inference. The platform is driven by an official Python SDK and command-line interface (pip install neuracore) that stream 14 first-class data modalities to the Neuracore cloud backend at api.neuracore.com, plus a Rust data daemon for high-throughput recording. Founded by Stephen James and backed by Earlybird, Neuracore is used by robotics teams including Anvil Robotics, AIRA, Flexiv and Scale AI.

Neuracore is listed with 1 API on the APIs.io network. Tagged areas include Company, Robotics, Robot Learning, Machine Learning, and Imitation Learning.

Neuracore’s developer surface includes engineering blog, documentation, getting-started guide, pricing, signup flow, CLI, authentication, and 11 more developer resources.

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28.0/100 thin ▬ flat Agent 3/100 human only Front door AI 3/6 light Heartbeat 100/100 alive saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessFreemiumSelf serve⚡ Free to try

1 API

Company Robotics Robot Learning Machine LearningImitation LearningReinforcement Learning Teleoperation Artificial Intelligence SDK Python

Kin Score

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

Composite quality — 28.0/100 · thin

Contract Quality 0.0 / 21

Developer Ergonomics 8.5 / 17

Access Clarity 7.2 / 17

Operational Transparency 2.0 / 11

Contract Governance 0.0 / 10

Discoverability 6.2 / 9

Regulatory Posture 2.2 / 15

Agent readiness — 3/100 · human only

Machine-Readable Contract 0 / 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 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

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 5 / 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 could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% 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):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
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)
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0

12 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 0.0 — up to +25.0 composite points
Contract Governance scores 0.0 — up to +12.0 composite points
Access Clarity scores 42.1 — up to +11.6 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/neuracore/apis.yml: open an issue on github.com/api-evangelist/neuracore 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 →

APIs 1

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

Neuracore Platform API

REST backend for the Neuracore robot-learning platform, consumed by the official Neuracore Python SDK and CLI. Handles authentication, organizations, datasets, training runs and...

Neuracore API pricing

Prices published by Neuracore, read 2026-10-07 from www.neuracore.com/pricing.

Plan	Price
Cloud-hosted Free / Community	Start free. Includes: Bring your existing teleoperation setup; collect, curate, and version demonstrations; train your fir
Cloud-hosted Enterprise	Contact Us Includes: Full platform access: collect, curate, train, deploy; SSO, roles, audit controls; priority support a

Plan details, limits and sources →

Pricing Plans 1

Published pricing tiers and plan structures.

Neuracore Plans Pricing

2 plans

PLANS

Security Posture 2

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

Neuracore Authentication

apiKey/oauth2 · 2 schemes

SECURITY

Neuracore Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Get Started 2

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

SignUp

SignUp

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

Design & Contract 2

Pagination, idempotency, versioning, errors, and events

Conventions

Conventions

Lifecycle

Lifecycle

Build 4

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

Packages

SDKs

CLI

Access & Security 2

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

Operate 1

Status, limits, changes, and where to get help

ChangeLog

ChangeLog

Commercial 3

Pricing, plans, and the legal terms of use

Plans

Plans

Pricing

Pricing

TermsOfService

TermsOfService

Company 2

The organization behind the API

Blog

Blog

Website

Website

Source (apis.yml)

aid: neuracore
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  gated: none
  gated_source:
  - onboarding
  label: Freemium · Self-serve signup
  confidence: medium
  source:
  - plans
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/neuracore.png
name: Neuracore
description: Neuracore is an end-to-end cloud platform for robot skill creation. Teams use it to collect teleoperation demonstrations,
  curate and version datasets, train imitation-learning and reinforcement-learning policies, and deploy them to production
  robots for real-time inference. The platform is driven by an official Python SDK and command-line interface (pip install
  neuracore) that stream 14 first-class data modalities to the Neuracore cloud backend at api.neuracore.com, plus a Rust data
  daemon for high-throughput recording. Founded by Stephen James and backed by Earlybird, Neuracore is used by robotics teams
  including Anvil Robotics, AIRA, Flexiv and Scale AI.
url: https://raw.githubusercontent.com/api-evangelist/neuracore/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- earlybird
x-tier: stub
x-tier-reason: portfolio-lead
x-enrichment:
  date: '2026-07-20'
  status: enriched
  artifacts_added: 8
  pass: local-v1
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-10-06'
tags:
- Company
- Robotics
- Robot Learning
- Machine Learning
- Imitation Learning
- Reinforcement Learning
- Teleoperation
- Artificial Intelligence
- SDK
- Python
tags_raw:
- Company
- Robotics
- Robot Learning
- Machine Learning
- Imitation Learning
- Reinforcement Learning
- Teleoperation
- Artificial Intelligence
- SDK
- Python
- Machine-Learning
apis:
- name: Neuracore Platform API
  description: REST backend for the Neuracore robot-learning platform, consumed by the official Neuracore Python SDK and CLI.
    Handles authentication, organizations, datasets, training runs and policy inference. Authenticated with a Neuracore API
    key (nrc_ prefix) or an interactive login.
  humanURL: https://github.com/NeuracoreAI/neuracore
  baseURL: https://api.neuracore.com/api
  tags:
  - Robotics
  - Robot Learning
  - Machine Learning
  tags_raw:
  - Robotics
  - Robot Learning
  - Machine Learning
  - Machine-Learning
  properties:
  - type: Authentication
    url: authentication/neuracore-authentication.yml
  - type: Conventions
    url: conventions/neuracore-conventions.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Plans
  url: plans/neuracore-plans-pricing.yml
- url: https://www.neuracore.com/resources/articles
  type: Blog
- type: DomainSecurity
  url: security/neuracore-domain-security.yml
- type: Website
  url: https://neuracore.com
- type: Documentation
  url: https://github.com/NeuracoreAI/neuracore/tree/main/docs
- type: GettingStarted
  url: https://github.com/NeuracoreAI/neuracore/blob/main/docs/tutorial.md
- type: GitHubOrganization
  url: https://github.com/NeuracoreAI
- type: Pricing
  url: https://neuracore.com/pricing
- type: SignUp
  url: https://neuracore.com/auth/register
- type: TermsOfService
  url: https://neuracore.com/terms
- type: Packages
  url: packages/neuracore-packages.yml
- type: SDKs
  url: packages/neuracore-packages.yml
- type: CLI
  url: cli/neuracore-cli.yml
- type: Authentication
  url: authentication/neuracore-authentication.yml
- type: Conventions
  url: conventions/neuracore-conventions.yml
- type: LLMsTxt
  url: llms/neuracore-llms.txt
- type: Lifecycle
  url: lifecycle/neuracore-lifecycle.yml
- type: ChangeLog
  url: changelog/neuracore-changelog.yml

Neuracore API — frequently asked questions

Does Neuracore have an API?

Yes. APIs.io lists 1 API from Neuracore, including Neuracore Platform API.

How do I authenticate with the Neuracore API?

Neuracore uses bearer-token authentication (apiKey/oauth2 · 2 schemes). The details are profiled on APIs.io as Neuracore Authentication.

How much does the Neuracore API cost?

Neuracore publishes its prices; its Cloud-hosted Free / Community plan is Start free. as of 2026-10-07. APIs.io lists 2 pricing plans for Neuracore, with each plan's price, limits and inclusions under Pricing on this page.

Is the Neuracore API ready for AI agents?

Neuracore has a Kin Score of 28.0 out of 100 (thin) and an Agent Readiness score of 2.5 (human-only), scored by API Evangelist on 2026-11-06.

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