zambo-dev

Zambo provides a verifiable work layer for AI, offering a hosted MCP server with no API key, 153 live tools, and a verifiable trust layer. Founded by Brennan Zambo, the platform aims to simplify AI tool integration, ensure data provenance, and enable secure, auditable workflows for developers and enterprises alike.

zambo-dev publishes 11 API contracts indexed on the APIs.io network, including Capabilities API, Day Pass API, Discovery API, and 8 more. Tagged areas include Company, AI, TrustLayer, MCP, and Platform.

The zambo-dev catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

zambo-dev’s developer surface includes CLI, changelog, documentation, API reference, support, engineering blog, pricing, and 29 more developer resources.

🌐 Visit website📡 Profile data on GitHub
58.8/100 strong Agent 52/100 agent ready Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →
1 published contract 1 MCP Servers 1 Agent Skills
CompanyAITrustLayerMCPPlatform

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 58.8/100 · strong
Contract Quality 10.5 / 21
Developer Ergonomics 11.2 / 17
Access Clarity 13.4 / 17
Operational Transparency 4.7 / 11
Contract Governance 2.2 / 10
Discoverability 5.7 / 9
Regulatory Posture 4.9 / 15
Agent readiness — 52/100 · agent ready
Machine-Readable Contract 18 / 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 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 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/.
Show this score on your site. Kin Score badge preview for zambo-dev It updates itself when the score changes. Paste this where you link to your API docs: 
<a href="https://apis.io/providers/zambo-dev/"><img src="https://apis.io/badge/zambo-dev/card.svg" alt="zambo-dev on APIs.io — Kin Score by API Evangelist"></a>
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Raise your score.
Agent readiness — checks not met, largest first (exact, from this profile):
  • 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)
  • Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)
  • 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
  • Agentic Commerce Well-Known Document +5 pts — a parsing /.well-known/ucp.json or acp.json declaring a version and at least one service — `self` when its endpoints are on the provider's own domain, `platform` when they are on a vendor's
  • Dry-Run / Simulate Mode +4 pts — OpenAPI: destructive operations expose a dry_run / simulate / preview / validate_only parameter
1 more unmet check in the Agent Readiness table above.
Kin Score — facets with the most composite points still available (weight × headroom):
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/zambo-dev/apis.yml: open an issue on github.com/api-evangelist/zambo-dev 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 11

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

zambo-dev Capabilities API

Full endpoint catalog

zambo-dev Day Pass API

The Day Pass API from zambo-dev — 1 operation(s) for day pass.

zambo-dev Discovery API

Agent and capability discovery, routing, traction data

zambo-dev GEO API

Crawl telemetry and discoverability endpoints

zambo-dev Handover API

The Handover API from zambo-dev — 6 operation(s) for handover.

zambo-dev Provibe Code API

AI code audit with Provibe Score

zambo-dev Today API

The Today API from zambo-dev — 3 operation(s) for today.

zambo-dev Universal API

Universal routing endpoint - one call, all products

zambo-dev Zambo API

The Zambo API from zambo-dev — 1 operation(s) for zambo.

zambo-dev ZAMBOT API

Agent Evolution Engine - swarm wisdom sparks

zambo-dev ZAMBRO API

Opportunity scanner and builder intelligence

Scroll for all 11

MCP Servers 1

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

zambo-dev MCP Server

Remote MCP server at zambo.dev.

MCP SERVER

Agent Skills 1

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

capability-search

AGENT SKILL

Pricing Plans 1

Published pricing tiers and plan structures.

Zambo Dev Plans Pricing

4 plans

PLANS

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Zambo Dev Context

1 classes · 7 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

zambo-dev API Rules

11 rules · 6 errors 4 warnings 1 info

SPECTRAL

OpenAPI Overlays 1

Overlays applied on top of this provider's contracts. Each card says who wrote it: a document the provider publishes, or one API Evangelist derived or generated.

Zambo Dev Openapi Overlay

0 actions · update

UNRECORDED

Security Posture 4

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

Zambo Dev Authentication

1 scheme

SECURITY

Zambo Dev Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Zambo Dev Vulnerability Disclosure

security.txt · contact published

SECURITY

Zambo Dev Trust Center

SOC 2, ISO 27001

SECURITY

Agentic Access 1

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

Zambo Dev Agentic Access

35 operations · 13 acting · 1 human-in-the-loop

35 operations · 13 acting

AGENTIC

Resources

Get Started 1

Portal, sign-up, and the first successful call

DeveloperPortal
DeveloperPortal

Documentation 2

Reference material describing how the API behaves

Documentation
Documentation
 APIReference
APIReference

Agent Surfaces 5

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess
AgenticAccess
 AgentSkill
AgentSkill
 LLMsTxt
LLMsTxt
 MCPServer
MCPServer
 WellKnown
WellKnown

Design & Contract 7

Pagination, idempotency, versioning, errors, and events

Spectral
Spectral
 JSONLD
JSONLD
 Vocabulary
Vocabulary
 DataModel
DataModel
 Lifecycle
Lifecycle
 ErrorCatalog
ErrorCatalog
 Conformance
Conformance

Scroll for all 7

Build 3

SDKs, sample code, and the tooling you integrate with

CLI
CLI
 SDKs
SDKs
 Packages
Packages

Access & Security 6

Authentication, authorization, and security posture

Compliance
Compliance
 SecurityTxt
SecurityTxt
 Security
Security
 TrustCenter
TrustCenter
 VulnerabilityDisclosure
VulnerabilityDisclosure
 DomainSecurity
DomainSecurity

Operate 3

Status, limits, changes, and where to get help

StatusPage
StatusPage
 ChangeLog
ChangeLog
 Support
Support

Commercial 4

Pricing, plans, and the legal terms of use

Plans
Plans
 Pricing
Pricing
 TermsOfService
TermsOfService
 PrivacyPolicy
PrivacyPolicy

Company 3

The organization behind the API

Newsroom
Newsroom
 Website
Website
 Blog
Blog

Other 2

Properties that don't map to a standard resource type

AgentCard
AgentCard
 Hosts
Hosts

Source (apis.yml)

apis.yml Raw ↑ 
aid: zambo-dev
name: zambo-dev
description: Zambo provides a verifiable work layer for AI, offering a hosted MCP server with no API key, 153 live tools,
  and a verifiable trust layer. Founded by Brennan Zambo, the platform aims to simplify AI tool integration, ensure data provenance,
  and enable secure, auditable workflows for developers and enterprises alike.
url: https://artifacts.apis.io/zambo-dev/apis.yml
image: https://zambo.dev/images/og-founder.png
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-30 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-30'
modified: '2026-10-30'
tags:
- Company
- AI
- TrustLayer
- MCP
- Platform
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: AgenticAccess
  url: agentic-access/zambo-dev-agentic-access.yml
- type: Plans
  url: plans/zambo-dev-plans-pricing.yml
- type: Spectral
  url: rules/zambo-dev-rules.yml
- type: JSONLD
  url: json-ld/zambo-dev-context.jsonld
- type: Vocabulary
  url: vocabulary/zambo-dev-vocabulary.yml
- type: AgentSkill
  url: skills/_index.yml
- type: DataModel
  url: data-model/zambo-dev-data-model.yml
- type: CLI
  url: cli/zambo-dev-cli.yml
- type: Compliance
  url: https://zambo.dev/security
- type: Lifecycle
  url: lifecycle/zambo-dev-lifecycle.yml
- type: ErrorCatalog
  url: errors/zambo-dev-problem-types.yml
- type: Conformance
  url: conformance/zambo-dev-conformance.yml
- type: LLMsTxt
  url: llms/zambo-dev-llms.txt
- type: AgentCard
  url: a2a/zambo-dev-a2a.yml
- type: MCPServer
  url: mcp/zambo-dev-mcp.yml
- type: SecurityTxt
  url: well-known/zambo-dev-security.txt
- type: WellKnown
  url: well-known/zambo-dev-well-known.yml
- type: Hosts
  url: hosts/zambo-dev-hosts.yml
- type: SDKs
  url: packages/zambo-dev-packages.yml
- type: Packages
  url: packages/zambo-dev-packages.yml
- type: StatusPage
  url: https://zambo.dev/status/
- type: Security
  url: https://zambo.dev/security/
- type: Newsroom
  url: https://zambo.dev/press/
- type: DeveloperPortal
  url: https://zambo.dev/developers/
- type: ChangeLog
  url: https://zambo.dev/changelog/
- type: TrustCenter
  url: security/zambo-dev-trust-center.yml
- type: VulnerabilityDisclosure
  url: security/zambo-dev-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/zambo-dev-domain-security.yml
- type: Website
  url: https://zambo.dev/
- type: Documentation
  url: https://zambo.dev/docs
- type: APIReference
  url: https://zambo.dev/api
- type: Support
  url: https://zambo.dev/support
- type: Blog
  url: https://zambo.dev/blog
- type: Pricing
  url: https://zambo.dev/pricing
- type: TermsOfService
  url: https://zambo.dev/terms
- type: PrivacyPolicy
  url: https://zambo.dev/privacy
apis:
- aid: zambo-dev:zambo-dev-capabilities-api
  name: zambo-dev Capabilities API
  description: Full endpoint catalog
  humanURL: https://zambo.dev/docs/rest-api
  baseURL: https://zambo.dev
  tags:
  - Capabilities
  properties:
  - type: OpenAPI
    url: openapi/zambo-dev-capabilities-api-openapi.yml
  - type: Documentation
    url: https://zambo.dev/docs
  - type: APIReference
    url: https://zambo.dev/api
  - type: GettingStarted
    url: https://zambo.dev/aer1/quickstart/
- aid: zambo-dev:zambo-dev-day-pass-api
  name: zambo-dev Day Pass API
  description: The Day Pass API from zambo-dev — 1 operation(s) for day pass.
  humanURL: https://zambo.dev/docs/rest-api
  baseURL: https://zambo.dev
  tags:
  - Day Pass
  properties:
  - type: OpenAPI
    url: openapi/zambo-dev-day-pass-api-openapi.yml
  - type: Documentation
    url: https://zambo.dev/docs
  - type: APIReference
    url: https://zambo.dev/api
  - type: GettingStarted
    url: https://zambo.dev/aer1/quickstart/
- aid: zambo-dev:zambo-dev-discovery-api
  name: zambo-dev Discovery API
  description: Agent and capability discovery, routing, traction data
  humanURL: https://zambo.dev/docs/rest-api
  baseURL: https://zambo.dev
  tags:
  - Discovery
  properties:
  - type: OpenAPI
    url: openapi/zambo-dev-discovery-api-openapi.yml
  - type: Documentation
    url: https://zambo.dev/docs
  - type: APIReference
    url: https://zambo.dev/api
  - type: GettingStarted
    url: https://zambo.dev/aer1/quickstart/
- aid: zambo-dev:zambo-dev-geo-api
  name: zambo-dev GEO API
  description: Crawl telemetry and discoverability endpoints
  humanURL: https://zambo.dev/docs/rest-api
  baseURL: https://zambo.dev
  tags:
  - GEO
  properties:
  - type: OpenAPI
    url: openapi/zambo-dev-geo-api-openapi.yml
  - type: Documentation
    url: https://zambo.dev/docs
  - type: APIReference
    url: https://zambo.dev/api
  - type: GettingStarted
    url: https://zambo.dev/aer1/quickstart/
- aid: zambo-dev:zambo-dev-handover-api
  name: zambo-dev Handover API
  description: The Handover API from zambo-dev — 6 operation(s) for handover.
  humanURL: https://zambo.dev/docs/rest-api
  baseURL: https://zambo.dev
  tags:
  - Handover
  properties:
  - type: OpenAPI
    url: openapi/zambo-dev-handover-api-openapi.yml
  - type: Documentation
    url: https://zambo.dev/docs
  - type: APIReference
    url: https://zambo.dev/api
  - type: GettingStarted
    url: https://zambo.dev/aer1/quickstart/
- aid: zambo-dev:zambo-dev-provibecode-api
  name: zambo-dev Provibe Code API
  description: AI code audit with Provibe Score
  humanURL: https://zambo.dev/docs/rest-api
  baseURL: https://zambo.dev
  tags:
  - ProvibeCode
  properties:
  - type: OpenAPI
    url: openapi/zambo-dev-provibecode-api-openapi.yml
  - type: Documentation
    url: https://zambo.dev/docs
  - type: APIReference
    url: https://zambo.dev/api
  - type: GettingStarted
    url: https://zambo.dev/aer1/quickstart/
- aid: zambo-dev:zambo-dev-today-api
  name: zambo-dev Today API
  description: The Today API from zambo-dev — 3 operation(s) for today.
  humanURL: https://zambo.dev/docs/rest-api
  baseURL: https://zambo.dev
  tags:
  - Today
  properties:
  - type: OpenAPI
    url: openapi/zambo-dev-today-api-openapi.yml
  - type: Documentation
    url: https://zambo.dev/docs
  - type: APIReference
    url: https://zambo.dev/api
  - type: GettingStarted
    url: https://zambo.dev/aer1/quickstart/
- aid: zambo-dev:zambo-dev-universal-api
  name: zambo-dev Universal API
  description: Universal routing endpoint - one call, all products
  humanURL: https://zambo.dev/docs/rest-api
  baseURL: https://zambo.dev
  tags:
  - universal
  properties:
  - type: OpenAPI
    url: openapi/zambo-dev-universal-api-openapi.yml
  - type: Documentation
    url: https://zambo.dev/docs
  - type: APIReference
    url: https://zambo.dev/api
  - type: GettingStarted
    url: https://zambo.dev/aer1/quickstart/
- aid: zambo-dev:zambo-dev-zambo-api
  name: zambo-dev Zambo API
  description: The Zambo API from zambo-dev — 1 operation(s) for zambo.
  humanURL: https://zambo.dev/docs/rest-api
  baseURL: https://zambo.dev
  tags:
  - Zambo
  properties:
  - type: OpenAPI
    url: openapi/zambo-dev-zambo-api-openapi.yml
  - type: Documentation
    url: https://zambo.dev/docs
  - type: APIReference
    url: https://zambo.dev/api
  - type: GettingStarted
    url: https://zambo.dev/aer1/quickstart/
- aid: zambo-dev:zambo-dev-zambot-api
  name: zambo-dev ZAMBOT API
  description: Agent Evolution Engine - swarm wisdom sparks
  humanURL: https://zambo.dev/docs/rest-api
  baseURL: https://zambo.dev
  tags:
  - ZAMBOT
  properties:
  - type: OpenAPI
    url: openapi/zambo-dev-zambot-api-openapi.yml
  - type: Documentation
    url: https://zambo.dev/docs
  - type: APIReference
    url: https://zambo.dev/api
  - type: GettingStarted
    url: https://zambo.dev/aer1/quickstart/
- aid: zambo-dev:zambo-dev-zambro-api
  name: zambo-dev ZAMBRO API
  description: Opportunity scanner and builder intelligence
  humanURL: https://zambo.dev/docs/rest-api
  baseURL: https://zambo.dev
  tags:
  - ZAMBRO
  properties:
  - type: OpenAPI
    url: openapi/zambo-dev-zambro-api-openapi.yml
  - type: Documentation
    url: https://zambo.dev/docs
  - type: APIReference
    url: https://zambo.dev/api
  - type: GettingStarted
    url: https://zambo.dev/aer1/quickstart/
x-enrichment:
  date: '2026-10-30'
  status: enriched
  artifacts_added: 38
  pass: modular-v1
  engine: identity=oss,contract=oss,surfaces=oss,docs=oss,regulatory=oss

zambo-dev API — frequently asked questions

Does zambo-dev have an API?

Yes. APIs.io lists 11 APIs from zambo-dev, including zambo-dev Capabilities API, zambo-dev Day Pass API and zambo-dev Discovery API, and 8 more.

Is there an OpenAPI specification for the zambo-dev API?

Yes. APIs.io indexes 11 OpenAPI specifications for zambo-dev, each linked for download from this page.

How do I authenticate with the zambo-dev API?

zambo-dev documents its authentication (1 scheme). The details are profiled on APIs.io as Zambo Dev Authentication.

How much does the zambo-dev API cost?

APIs.io lists 4 pricing plans for zambo-dev, with each plan's price, limits and inclusions under Pricing Plans on this page.

Does zambo-dev have an MCP server?

Yes. APIs.io lists 1 MCP server for zambo-dev: Remote MCP server at zambo.dev.

Is the zambo-dev API ready for AI agents?

zambo-dev has a Kin Score of 58.8 out of 100 (strong) and an Agent Readiness score of 51.5 (agent-ready), scored by API Evangelist on 2026-10-31.

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