LatchBio

LatchBio provides a platform that harmonizes wet and dry lab workflows, enabling high‑throughput biological experiments, data capture, and analysis. By integrating laboratory automation, assay management, and machine‑learning driven insights, LatchBio helps researchers accelerate discovery and improve reproducibility across biotech and pharmaceutical research.

LatchBio is listed with 1 API on the APIs.io network. Tagged areas include Biotechnology, LabAutomation, DataAnalytics, MachineLearning, and Platform.

The LatchBio catalog on APIs.io includes 1 Spectral governance ruleset.

LatchBio’s developer surface includes CLI, engineering blog, getting-started guide, documentation, API reference, and 14 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

25.3/100 emerging Agent 42/100 agent ready Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

1 API 1 MCP Servers

BiotechnologyLabAutomationDataAnalyticsMachineLearningPlatform Company

Kin Score

Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0

Composite quality — 25.3/100 · emerging

Contract Quality 2.0 / 21

Developer Ergonomics 6.5 / 17

Access Clarity 3.6 / 17

Operational Transparency 1.2 / 11

Contract Governance 2.2 / 10

Discoverability 4.8 / 9

Regulatory Posture 3.7 / 15

Agent readiness — 42/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 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 8 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 6 / 6

Protected Resource Metadata 5 / 5

Registration Without a Human 6 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

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):

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
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks

6 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 9.4 — up to +22.7 composite points
Access Clarity scores 21.1 — up to +15.8 composite points
Developer Ergonomics scores 38.1 — up to +12.4 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/latchbio/apis.yml: open an issue on github.com/api-evangelist/latchbio 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.

LatchBio API

LatchBio API as documented publicly: 3 operations. Contract generated from the documentation by API Evangelist (2026-10-22); not the provider's own document.

MCP Servers 1

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

LatchBio MCP Server

Remote MCP server at wiki.latch.bio.

MCP SERVER

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

LatchBio API Rules

7 rules · 5 errors 1 warnings 1 info

SPECTRAL

Security Posture 1

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

Latchbio Domain Security

TLSv1.2 · DMARC

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

MCPServer

MCPServer

WellKnown

WellKnown

Design & Contract 3

Pagination, idempotency, versioning, errors, and events

Spectral

Spectral

Vocabulary

Vocabulary

Conformance

Conformance

Build 1

SDKs, sample code, and the tooling you integrate with

CLI

CLI

Access & Security 2

Authentication, authorization, and security posture

Security

Security

DomainSecurity

DomainSecurity

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Blog

Blog

Website

Website

Other 3

Properties that don't map to a standard resource type

AgentCard

AgentCard

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: latchbio
name: LatchBio
image: https://latch.bio/_next/static/media/open_graph.0fb8911c.png
description: LatchBio provides a platform that harmonizes wet and dry lab workflows, enabling high‑throughput biological experiments,
  data capture, and analysis. By integrating laboratory automation, assay management, and machine‑learning driven insights,
  LatchBio helps researchers accelerate discovery and improve reproducibility across biotech and pharmaceutical research.
url: https://raw.githubusercontent.com/api-evangelist/latchbio/refs/heads/main/apis.yml
x-type: company
x-source: harvest:vc-portfolio
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-22 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-22'
modified: '2026-10-22'
tags:
- Biotechnology
- LabAutomation
- DataAnalytics
- MachineLearning
- Platform
- Company
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Spectral
  url: rules/latchbio-rules.yml
- type: Vocabulary
  url: vocabulary/latchbio-vocabulary.yml
- type: CLI
  url: cli/latchbio-cli.yml
- type: Conformance
  url: conformance/latchbio-conformance.yml
- type: LLMsTxt
  url: llms/latchbio-llms.txt
- type: AgentCard
  url: a2a/latchbio-a2a.yml
- type: MCPServer
  url: mcp/latchbio-mcp.yml
- type: WellKnown
  url: well-known/latchbio-well-known.yml
- type: Hosts
  url: hosts/latchbio-hosts.yml
- type: Vendors
  url: vendors/latchbio-vendors.yml
- type: Security
  url: https://latch.bio/security
- type: Blog
  url: https://blog.latch.bio/
- type: GettingStarted
  url: https://wiki.latch.bio/start/quickstart
- type: DomainSecurity
  url: security/latchbio-domain-security.yml
- type: Website
  url: https://latch.bio/
- type: Documentation
  url: https://docs.latch.bio/
- type: APIReference
  url: https://docs.latch.bio/
- type: TermsOfService
  url: https://wiki.latch.bio/wiki/resources/terms-of-service
- type: PrivacyPolicy
  url: https://wiki.latch.bio/wiki/resources/privacy-policy
apis:
- aid: latchbio:latchbio-api
  name: LatchBio API
  description: 'LatchBio API as documented publicly: 3 operations. Contract generated from the documentation by API Evangelist
    (2026-10-22); not the provider''s own document.'
  humanURL: https://wiki.latch.bio/workflows/sdk/api/storing-and-using-secrets.md
  properties:
  - type: OpenAPI
    url: openapi/_ae-authored/latchbio-openapi-generated.yml
    x-provenance: generated
x-backed-by:
- coatue
x-enrichment:
  date: '2026-10-22'
  status: enriched
  artifacts_added: 21
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

LatchBio API — frequently asked questions

Does LatchBio have an API?

Yes. APIs.io lists 1 API from LatchBio, including LatchBio API.

Is there an OpenAPI specification for the LatchBio API?

Yes. APIs.io indexes 1 OpenAPI specification for LatchBio, each linked for download from this page.

Does LatchBio have an MCP server?

Yes. APIs.io lists 1 MCP server for LatchBio: Remote MCP server at wiki.latch.bio.

Is the LatchBio API ready for AI agents?

LatchBio has a Kin Score of 25.3 out of 100 (emerging) and an Agent Readiness score of 42.1 (agent-ready), scored by API Evangelist on 2026-10-31.

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Tools for providers

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get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

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