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

21.2/100 emerging ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-08-30 · rubric v0.17.2

1 APIs

Company Artificial Intelligence Machine-Learning LLM Inference Developer Tools Open-Source BlockchainArweaveResearch Apple Silicon

Kin Score

Kin Score How this is scored →
scored 2026-08-30 · rubric v0.17.2

Composite quality — 21.2/100 · emerging

Contract Quality 0.0 / 23

Developer Ergonomics 7.7 / 18

Access Clarity 0.0 / 18

Operational Transparency 2.2 / 12

Contract Governance 2.0 / 11

Discoverability 6.8 / 9

Open Source Surface 2.5 / 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 Surface 0 / 5

Open Source Surface applies to this provider. This product is open source and we read its repository directly, so Open Source Surface carries 10 points of the composite. It is scored from what the repository actually publishes — a security policy, a contribution guide, a release history, a code of conduct — read live from the provider rather than inferred from our own catalog pointers. This facet adds; nothing was taken away to make room for it. An open-source project is not excused from the commercial facets, because exemption would strip it of the points it does earn. If we have the wrong repository, or this product is not open source, say so on your provider repo and we will drop the facet rather than have you publish against it.

The six quality facets above are damped to 90 points between them, because the conditional facet above carries the other 10. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 90% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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/community-labs: 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.

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

Packages

SDKs

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

Other 1

Properties that don't map to a standard resource type

Source (apis.yml)

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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