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Bit.bio website screenshot

Bit.bio

bit.bio is a Cambridge, UK synthetic biology company founded in 2016 by stem cell biologist and neurosurgeon Mark Kotter, headquartered at the Babraham Research Campus with a second site in San Francisco and a discovery subsidiary (bit.bio discovery GmbH) in Vienna. Its proprietary opti-ox cell coding technology uses a dual genomic safe harbour approach to deterministically reprogram human induced pluripotent stem cells (iPSCs) into defined, consistent human cell types at industrial scale. The company sells these as ioCells — ioWild Type Cells, ioDisease Model Cells and CRISPR-Ready ioCells covering neurons, microglia, hepatocytes, glial and muscle lineages — plus custom iPSC-derived cell development and expert-led CRISPR functional genomics screening services for research, drug discovery and cell therapy. Products are sold as physical cell vials through a web storefront and a distributor network; bit.bio publishes no developer program, public API, or machine-readable API contract.

human only

More than an index entry, but the surface is still mostly links rather than artifacts — the cohort most likely to move a full band from modest, well-targeted work.

Kin Score

API Evangelist profiles Bit.bio the way a machine reads it — 1 machine-readable artifact, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.

Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Bit.bio scores 13.7/100 (emerging), with a separate agent-readiness read of 0/100 (human only). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.

No API surface

Why this profile is thin

bit.bio sells cryopreserved human iPSC-derived cell vials and CRISPR screening services, ordered through a HubSpot marketing site and a Shopify storefront; there is no developer subdomain, no spec at any host root, and the only machine-readable endpoints on shop.bit.bio are Shopify platform defaults that an unrelated Shopify store returns identically.

This is an honest zero, not a gap in our research. Bit.bio does not appear to expose an API, so there is nothing here for us to index and nothing for them to fix.

What we probed
  • https://www.bit.bio/openapi.jsonHTTP 404
  • https://www.bit.bio/.well-known/api-catalogHTTP 404
  • https://www.bit.bio/.well-known/agent-card.jsonHTTP 404
  • https://www.bit.bio/llms.txtHTTP 404
  • https://bitbiodiscovery.com/openapi.jsonHTTP 404
  • https://shop.bit.bio/.well-known/openid-configurationHTTP 200
  • https://www.allbirds.com/.well-known/openid-configurationHTTP 200

Checked 2026-08-07. If this is out of date, tell us on the provider's repo and we will re-run the profile.

Kin Score

This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.

Kin Score Kin Score How this is scored →
scored 2026-08-17 · rubric v0.11.0
Composite quality — 13.7/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 1.3 / 20
Commercial Clarity 4.2 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 6.9 / 10
Regulatory · Health 2.6 / 15
Agent readiness — 0/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
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
Bit.bio Kin Score — API readiness rating by API Evangelist

Put this on your own site. The badge is drawn live from Bit.bio's current Kin Score — paste it once and it updates itself every time the score is recomputed. It follows your visitor's light or dark setting, and it links back here so anyone who sees it can read the full breakdown.

<!-- Kin Score · API Evangelist -->
<a href="https://providers.apievangelist.com/providers/bit.bio/"
   title="Bit.bio on API Evangelist — API profile and Kin Score">
  <img src="https://apis.io/badge/bit.bio.svg"
       alt="Bit.bio Kin Score — API readiness rating by API Evangelist" width="150" height="150" loading="lazy">
</a>

More shapes, themes and sizes → · Score as JSON · How badges work

How we profile Bit.bio

Each block below is one kind of artifact we hold for Bit.bio. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.

Security Posture 1

Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.

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

Bit.Bio Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Every other property we hold for Bit.bio — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

Build 1

SDKs, sample code, and the tooling you integrate with

Access & Security 1

Authentication, authorization, and security posture

Operate 3

Status, limits, changes, and where to get help

Commercial 2

Pricing, plans, and the legal terms of use

Other 3

Properties that don't map to a standard resource type

← All providers · Data indexed from github.com/api-evangelist/bit.bio · machine-readable index on apis.io

Where this information came from

This is an independent, third-party profile of Bit.bio, published by API Evangelist. We do not operate, host, resell, or support these APIs, and we are not affiliated with or endorsed by the company unless stated above. Everything here is built from publicly available information — the company's own site, developer portal, documentation, public repositories, and the specifications it publishes for public use. Nothing is obtained by breaching a system, defeating an access control, or using credentials.

The Kin Score and Agent Readiness rating are independently calculated assessments of a company's public API artifacts, scored against a published rubric. They are not certifications, endorsements, security assessments, or audits.

Corrections, re-scores, and removal are free — no partnership or purchase required, and you do not need to justify the request. A removed company is recorded as unrated, never scored zero for having asked. Acknowledgement within one business day; removal within two.

info@apievangelist.com · Read the full data-sourcing policy →
On a security or compliance team? Put security in the subject line and you will get a person, not a form — we will tell you exactly which public URLs this profile was built from.