Community Labs website screenshot

Community Labs

Community Labs is an independent research organization founded in 2022 by Tate Berenbaum, oriented toward a single belief: access to the future of intelligence should not be gate kept by the hardware people can afford. The company raised a $30M seed round led by Lightspeed Venture Partners, originally operating as a native software development company and venture studio accelerating developer tools and adoption of the Arweave permaweb, and has since refocused on local and consumer-hardware AI inference research. Its open source surface spans Hypura, a storage-tier-aware LLM inference scheduler for Apple Silicon that exposes an Ollama-compatible HTTP API, Autolab, an autonomous research orchestration framework, and the labscommunity GitHub organization of Arweave developer libraries including ArweaveKit, Arweave Wallet Kit, and the Arweave Storage SDK.

Community Labs publishes 1 API on the APIs.io network. Tagged areas include Company, Artificial Intelligence, Machine-Learning, LLM Inference, and Developer Tools.

Community Labs’ developer surface includes CLI, changelog, and 11 more developer resources.

🌐 Visit website 📡 Source on GitHub
20.7/100 emerging ▬ flat Agent 0/100 human only Front door AI 1/6 silent Full breakdown ↓
scored 2026-09-19 · rubric v0.22.0
1 APIs
CompanyArtificial IntelligenceMachine-LearningLLM InferenceDeveloper ToolsOpen-SourceBlockchainArweaveResearchApple Silicon

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-09-19 · rubric v0.22.0
Composite quality — 20.7/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 8.6 / 20
Access Clarity 0.0 / 20
Operational Transparency 2.4 / 13
Contract Governance 2.2 / 12
Discoverability 7.6 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
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
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
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.
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/community-labs: 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 1

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

Hypura Ollama-Compatible Inference API

Hypura is a storage-tier-aware LLM inference scheduler for Apple Silicon that places model tensors across GPU, RAM, and NVMe tiers so models larger than physical memory can run....

Security Posture 1

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

Community Labs Domain Security

TLSv1.3 · HSTS

SECURITY

Resources

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt
LLMsTxt

Design & Contract 1

Pagination, idempotency, versioning, errors, and events

Conformance
Conformance

Build 4

SDKs, sample code, and the tooling you integrate with

GitHubOrganization
GitHubOrganization
 Packages
Packages
 SDKs
SDKs
 CLI
CLI

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity
DomainSecurity

Operate 3

Status, limits, changes, and where to get help

IssueTracker
IssueTracker
 Releases
Releases
 ChangeLog
ChangeLog

Company 2

The organization behind the API

Website
Website
 LinkedIn
LinkedIn

Other 1

Properties that don't map to a standard resource type

X
X

Source (apis.yml)

apis.yml Raw ↑ 
aid: community-labs
name: Community Labs
description: 'Community Labs is an independent research organization founded in 2022 by Tate Berenbaum, oriented toward a
  single belief: access to the future of intelligence should not be gate kept by the hardware people can afford. The company
  raised a $30M seed round led by Lightspeed Venture Partners, originally operating as a native software development company
  and venture studio accelerating developer tools and adoption of the Arweave permaweb, and has since refocused on local and
  consumer-hardware AI inference research. Its open source surface spans Hypura, a storage-tier-aware LLM inference scheduler
  for Apple Silicon that exposes an Ollama-compatible HTTP API, Autolab, an autonomous research orchestration framework, and
  the labscommunity GitHub organization of Arweave developer libraries including ArweaveKit, Arweave Wallet Kit, and the Arweave
  Storage SDK.'
deliveryModel:
  model: unknown
  open_source: unknown
  commercial: false
  callable_host: false
  label: Delivery model not determined — needs a product licence on record
  confidence: low
  source:
  - repository-unlicensed
  generated: '2026-08-28'
  method: derived
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://www.communitylabs.com/assets/Favicon.png
url: https://raw.githubusercontent.com/api-evangelist/community-labs/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- lightspeed-venture-partners
x-tier: stub
x-tier-reason: portfolio-lead
x-enrichment:
  date: '2026-07-20'
  status: enriched
  artifacts_added: 7
  pass: local-v1
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-20'
tags:
- Company
- Artificial Intelligence
- Machine-Learning
- LLM Inference
- Developer Tools
- Open-Source
- Blockchain
- Arweave
- Research
- Apple Silicon
tags_raw:
- Company
- Artificial Intelligence
- Machine Learning
- LLM Inference
- Developer Tools
- Open Source
- Blockchain
- Arweave
- Research
- Apple Silicon
apis:
- aid: community-labs:hypura
  name: Hypura Ollama-Compatible Inference API
  description: Hypura is a storage-tier-aware LLM inference scheduler for Apple Silicon that places model tensors across GPU,
    RAM, and NVMe tiers so models larger than physical memory can run. Running `hypura serve <model.gguf>` exposes a local
    Ollama-compatible HTTP API, making it a drop-in replacement for tooling that talks to Ollama. The server is local-first;
    there is no hosted endpoint.
  humanURL: https://github.com/t8/hypura
  baseURL: http://127.0.0.1:8080
  tags:
  - LLM Inference
  - Local AI
  - Ollama Compatible
  - Apple Silicon
  properties:
  - type: SourceCode
    url: https://github.com/t8/hypura
  - type: Documentation
    url: https://github.com/t8/hypura#readme
  - type: APIReference
    url: https://github.com/t8/hypura#endpoints
  - type: GettingStarted
    url: https://github.com/t8/hypura#quick-start
  - type: Conformance
    url: conformance/community-labs-conformance.yml
common:
- type: IssueTracker
  url: https://github.com/t8/hypura/issues
- type: Releases
  url: https://github.com/t8/hypura/releases
- type: DomainSecurity
  url: security/community-labs-domain-security.yml
- type: Website
  url: https://www.communitylabs.com/
- type: GitHubOrganization
  url: https://github.com/labscommunity
- type: X
  url: https://x.com/CommunityLabs
- type: LinkedIn
  url: https://www.linkedin.com/company/communitylabs1
- type: Packages
  url: packages/community-labs-packages.yml
- type: SDKs
  url: packages/community-labs-packages.yml
- type: CLI
  url: cli/community-labs-cli.yml
- type: ChangeLog
  url: changelog/community-labs-changelog.yml
- type: Conformance
  url: conformance/community-labs-conformance.yml
- type: LLMsTxt
  url: llms/community-labs-llms.txt
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io

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