Fabric8Labs

Fabric8Labs is a San Diego, California based advanced-manufacturing company founded in 2015 that invented and commercialized Electrochemical Additive Manufacturing (ECAM), a room-temperature metal 3D printing process that uses a patented microelectrode array printhead to electroplate copper ions out of a water-based metal-salt solution pixel by pixel. Unlike powder-bed and laser metal additive methods, ECAM needs no high-temperature step, no expensive metal powder feedstock and effectively no post-processing, prints at micron-scale resolution directly onto temperature-sensitive substrates, and the company reports more than a 90% reduction in greenhouse gas emissions against alternative additive and traditional manufacturing routes. Fabric8Labs operates as both a technology developer and a production foundry, manufacturing high-precision components for data-center liquid cooling and AI/HPC thermal management (cold plates, single-phase, two-phase and immersion cooling), RF and wireless communications, satellite and aerospace systems, power electronics, photonics cooling, semiconductors, medical devices and luxury goods. It has raised funding from Intel Capital, TDK Ventures and others, including a $50M round announced in November 2025 to expand United States manufacturing capacity toward tens of millions of components annually, and on 10 June 2026 announced it will be acquired by TDK Corporation — the company continues under existing leadership, with ECAM folded into TDK's global manufacturing network. Fabric8Labs publishes no product, customer or developer API and runs no developer program; the only machine-readable surface on fabric8labs.com is the public WordPress REST API (namespace wp/v2) that serves the company newsroom, site pages, leadership team directory, taxonomy and media library as JSON, alongside a WordPress MCP Adapter endpoint and RFC 8414/RFC 9728 OAuth discovery documents that are served but authentication-gated.

Fabric8Labs is listed with 2 APIs on the APIs.io network. Tagged areas include Company, Advanced Manufacturing, 3D Printing, Metal 3D Printing, and Electrochemical Additive Manufacturing.

Fabric8Labs’ developer surface includes authentication, code examples, engineering blog, support, and 31 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

18.6/100 emerging ▬ flat Agent 24/100 agent aware Front door AI 3/6 light Heartbeat 34/100 slowing saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

2 APIs 1 MCP Servers 2 Agent Skills

Company Advanced Manufacturing 3D Printing Metal 3D PrintingElectrochemical Additive ManufacturingThermal Management Liquid Cooling Data Center Semiconductors Electronics Aerospace Photonics Power Electronics Hardware Content

Kin Score

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

Composite quality — 18.6/100 · emerging

Contract Quality 1.4 / 21

Developer Ergonomics 4.4 / 17

Access Clarity 1.8 / 17

Operational Transparency 0.3 / 11

Contract Governance 0.5 / 10

Discoverability 5.2 / 9

Regulatory Posture 4.7 / 15

Agent readiness — 24/100 · agent aware

Machine-Readable Contract 0 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 7 / 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 6 / 6

Protected Resource Metadata 5 / 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 Energy & Utilities 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
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)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document
Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks
Documented Reversibility +6 pts — a reversal operation in the contract, graded up when a window is documented too

4 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 6.5 — up to +23.4 composite points
Access Clarity scores 10.5 — up to +17.9 composite points
Developer Ergonomics scores 25.6 — up to +14.9 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/fabric8labs/apis.yml: open an issue on github.com/api-evangelist/fabric8labs 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 →

Standards implemented 2

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Model Context Protocol (MCP)

measured — observed by APIs.io (platform)

OAuth 2.0 Protected Resource Metadata

measured — observed by APIs.io (verified)

APIs 2

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

Fabric8Labs MCP Server (WordPress MCP Adapter)

A Model Context Protocol server endpoint registered on www.fabric8labs.com under the WordPress REST "mcp" namespace and served at /wp-json/mcp/mcp-oauth-server (with a sibling /...

Fabric8Labs Website (WordPress REST)

The public WordPress REST API (wp-json) of the Fabric8Labs website at www.fabric8labs.com: the route index of the site's content management system, catalogued as one site surfac...

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

Fabric8Labs MCP Server

Remote MCP server at www.fabric8labs.com over HTTP.

MCP SERVER

Agent Skills 2

Packaged agent skills for driving this provider's APIs from an AI assistant.

Read the Fabric8Labs newsroom

AGENT SKILL

Search and inventory all Fabric8Labs public content

AGENT SKILL

Fabric8Labs API pricing

Pricing Plans 1

Published pricing tiers and plan structures.

Fabric8Labs Plans Pricing

0 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Fabric8Labs Rate Limits

0 limits

RATE LIMITS

Security Posture 2

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

Fabric8Labs Authentication

none/oauth2 · 3 schemes

SECURITY

Fabric8Labs Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Fabric8Labs Scopes

1 scope · authorizationCode

1 scopes

SCOPES

Agentic Access 1

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

Fabric8Labs Agentic Access

19 operations

19 operations · 0 acting

AGENTIC

Resources

Documentation 1

Reference material describing how the API behaves

OpenAPI

OpenAPI

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

LLMsTxt

WellKnown

AgentSkill

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Conventions

Conformance

Lifecycle

DataModel

ErrorCatalog

Build 3

SDKs, sample code, and the tooling you integrate with

Examples

Examples

Packages

Packages

GitHubOrganization

GitHubOrganization

Access & Security 3

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

OAuthScopes

OAuthScopes

Operate 3

Status, limits, changes, and where to get help

RateLimits

RateLimits

Support

Support

Contact

Contact

Commercial 2

Pricing, plans, and the legal terms of use

Plans

Plans

PrivacyPolicy

PrivacyPolicy

Company 6

The organization behind the API

Website

About

Blog

BlogRSS

Press

LinkedIn

Other 8

Properties that don't map to a standard resource type

Technology

Manufacturing

Markets

Industries

Events

Accessibility

SiteMap

SecondaryMarket

Scroll for all 8

Source (apis.yml)

aid: fabric8labs
name: Fabric8Labs
description: Fabric8Labs is a San Diego, California based advanced-manufacturing company founded in 2015 that invented and
  commercialized Electrochemical Additive Manufacturing (ECAM), a room-temperature metal 3D printing process that uses a patented
  microelectrode array printhead to electroplate copper ions out of a water-based metal-salt solution pixel by pixel. Unlike
  powder-bed and laser metal additive methods, ECAM needs no high-temperature step, no expensive metal powder feedstock and
  effectively no post-processing, prints at micron-scale resolution directly onto temperature-sensitive substrates, and the
  company reports more than a 90% reduction in greenhouse gas emissions against alternative additive and traditional manufacturing
  routes. Fabric8Labs operates as both a technology developer and a production foundry, manufacturing high-precision components
  for data-center liquid cooling and AI/HPC thermal management (cold plates, single-phase, two-phase and immersion cooling),
  RF and wireless communications, satellite and aerospace systems, power electronics, photonics cooling, semiconductors, medical
  devices and luxury goods. It has raised funding from Intel Capital, TDK Ventures and others, including a $50M round announced
  in November 2025 to expand United States manufacturing capacity toward tens of millions of components annually, and on 10
  June 2026 announced it will be acquired by TDK Corporation — the company continues under existing leadership, with ECAM
  folded into TDK's global manufacturing network. Fabric8Labs publishes no product, customer or developer API and runs no
  developer program; the only machine-readable surface on fabric8labs.com is the public WordPress REST API (namespace wp/v2)
  that serves the company newsroom, site pages, leadership team directory, taxonomy and media library as JSON, alongside a
  WordPress MCP Adapter endpoint and RFC 8414/RFC 9728 OAuth discovery documents that are served but authentication-gated.
url: https://raw.githubusercontent.com/api-evangelist/fabric8labs/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
x-tier: profiled
x-tier-reason: enrichment-pipeline
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
  - scopes
  - rate-limits
  - security
  generated: '2026-11-06'
  method: derived
image: https://www.fabric8labs.com/wp-content/uploads/2024/06/logo-background.png
specificationVersion: '0.23'
created: '2026-08-12'
modified: '2026-08-12'
tags:
- Company
- Advanced Manufacturing
- 3D Printing
- Metal 3D Printing
- Electrochemical Additive Manufacturing
- Thermal Management
- Liquid Cooling
- Data Center
- Semiconductors
- Electronics
- Aerospace
- Photonics
- Power Electronics
- Hardware
- Content
tags_raw:
- Company
- Advanced Manufacturing
- Additive Manufacturing
- 3D Printing
- Metal 3D Printing
- Electrochemical Additive Manufacturing
- Thermal Management
- Liquid Cooling
- Data Centers
- Semiconductors
- Electronics
- Aerospace
- Photonics
- Power Electronics
- Hardware
- Content
- Data-Center
apis:
- aid: fabric8labs:mcp
  name: Fabric8Labs MCP Server (WordPress MCP Adapter)
  description: 'A Model Context Protocol server endpoint registered on www.fabric8labs.com under the WordPress REST "mcp"
    namespace and served at /wp-json/mcp/mcp-oauth-server (with a sibling /wp-json/mcp/mcp-adapter-default-server). The endpoint
    is live and advertises itself correctly via RFC 9728 protected-resource metadata and RFC 8414 authorization-server metadata
    at the fabric8labs.com well-known paths, but it is authentication-gated: an anonymous JSON-RPC tools/list returns HTTP
    401 mcp_unauthorized with a WWW-Authenticate Bearer challenge, so the published tool set and its input schemas could not
    be enumerated. This is WordPress MCP Adapter infrastructure over site content, not a Fabric8Labs product API.'
  humanURL: https://www.fabric8labs.com/wp-json/mcp
  baseURL: https://www.fabric8labs.com/wp-json/mcp/mcp-oauth-server
  tags:
  - MCP
  - Agents
  properties:
  - type: MCPServer
    url: mcp/fabric8labs-mcp.yml
  - type: ToolCrosswalk
    url: mcp/fabric8labs-tool-crosswalk.yml
  x-surface: platform-generated
  x-platform: wordpress
  x-platform-surface: mcp-plugin
- aid: fabric8labs:fabric8labs-com-website-wordpress-rest
  name: Fabric8Labs Website (WordPress REST)
  description: 'The public WordPress REST API (wp-json) of the Fabric8Labs website at www.fabric8labs.com: the route index
    of the site''s content management system, catalogued as one site surface rather than as separate APIs.'
  baseURL: https://www.fabric8labs.com/wp-json
  tags:
  - WordPress
  x-surface: platform-generated
  properties:
  - type: Documentation
    url: https://www.fabric8labs.com/wp-json
  x-platform: wordpress
  x-platform-surface: rest
x-enrichment:
  date: '2026-08-12'
  status: enriched
  artifacts_added: 37
  pass: local-v1
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: AgenticAccess
  url: agentic-access/fabric8labs-agentic-access.yml
- type: DomainSecurity
  url: security/fabric8labs-domain-security.yml
- type: OpenAPI
  name: Fabric8Labs public WordPress REST surface (7 documents, 19 operations)
  url: openapi/
- type: LLMsTxt
  url: llms/fabric8labs-llms.txt
- type: WellKnown
  url: well-known/fabric8labs-well-known.yml
- type: Authentication
  url: authentication/fabric8labs-authentication.yml
- type: OAuthScopes
  url: scopes/fabric8labs-scopes.yml
- type: Conventions
  url: conventions/fabric8labs-conventions.yml
- type: Conformance
  url: conformance/fabric8labs-conformance.yml
- type: Lifecycle
  url: lifecycle/fabric8labs-lifecycle.yml
- type: DataModel
  url: data-model/fabric8labs-data-model.yml
- type: ErrorCatalog
  url: errors/fabric8labs-problem-types.yml
- type: Examples
  url: examples/fabric8labs-examples.yml
- type: Packages
  url: packages/fabric8labs-packages.yml
- type: Plans
  url: plans/fabric8labs-plans-pricing.yml
- type: RateLimits
  url: rate-limits/fabric8labs-rate-limits.yml
- type: AgentSkill
  url: skills/_index.yml
- type: Website
  url: https://www.fabric8labs.com/
- type: About
  url: https://www.fabric8labs.com/about/
- type: Technology
  url: https://www.fabric8labs.com/technology/
- type: Manufacturing
  url: https://www.fabric8labs.com/manufacturing/
- type: Markets
  url: https://www.fabric8labs.com/markets/
- type: Industries
  url: https://www.fabric8labs.com/industries/
- type: Blog
  url: https://www.fabric8labs.com/press/
- type: BlogRSS
  url: https://www.fabric8labs.com/feed/
- type: Press
  url: https://www.fabric8labs.com/press/
- type: Events
  url: https://www.fabric8labs.com/events/
- type: Support
  url: https://www.fabric8labs.com/contact-us/
- type: Contact
  url: https://www.fabric8labs.com/contact-us/
- type: PrivacyPolicy
  url: https://www.fabric8labs.com/privacy-policy/
- type: Accessibility
  url: https://www.fabric8labs.com/web-accessibility/
- type: SiteMap
  url: https://www.fabric8labs.com/site-map/
- type: GitHubOrganization
  url: https://github.com/Fabric8Labs
- type: LinkedIn
  url: https://www.linkedin.com/company/fabric8labs
- type: SecondaryMarket
  url: https://forgeglobal.com/fabric8labs_stock/

Fabric8Labs API — frequently asked questions

Does Fabric8Labs have an API?

Yes. APIs.io lists 2 APIs from Fabric8Labs, including Fabric8Labs MCP Server (WordPress MCP Adapter) and Fabric8Labs Website (WordPress REST).

How do I authenticate with the Fabric8Labs API?

Fabric8Labs documents its authentication (none/oauth2 · 3 schemes). The details are profiled on APIs.io as Fabric8Labs Authentication.

Does Fabric8Labs have an MCP server?

Yes. APIs.io lists 1 MCP server for Fabric8Labs: Remote MCP server at www.fabric8labs.com over HTTP.

Is the Fabric8Labs API ready for AI agents?

Fabric8Labs has a Kin Score of 18.6 out of 100 (emerging) and an Agent Readiness score of 23.7 (agent-aware), scored by API Evangelist on 2026-11-06.

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