Ambient Mesh website screenshot

Ambient Mesh

Ambient Mesh is a sidecar-less service mesh architecture built on Istio that simplifies microservices communication, enhances zero-trust security, and improves observability without requiring sidecar proxy injection. It uses a shared per-node proxy (ztunnel) for zero-trust security and optional waypoint proxies for advanced Layer 7 policies, enabling seamless migration from sidecar-based meshes with zero downtime.

Ambient Mesh publishes 1 API on the APIs.io network. Tagged areas include Service Mesh, Istio, Kubernetes, Zero Trust, and Observability.

Ambient Mesh’s developer surface includes documentation, getting-started guide, engineering blog, support, sandbox, authentication, CLI, and 19 more developer resources.

35.0/100 thin ▬ flat Agent 15/100 agent aware self hosted · Apache-2.0 Full breakdown ↓
scored 2026-09-10 · rubric v0.20.0
AccessFreemium
1 APIs 1 MCP Servers 7 Features 5 Use Cases
Service MeshIstioKubernetesZero TrustObservabilityTraffic ManagementMicroservices

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-09-10 · rubric v0.20.0
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.
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 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/. 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 github.com/api-evangelist/ambient-mesh: open an issue to ask a question, or submit a pull request to add artifacts. 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.

Ambient Mesh

Ambient Mesh provides a sidecar-less service mesh via the Kubernetes Gateway API and Istio ambient mode. It exposes configuration APIs for traffic management, security policies,...

MCP Servers 1

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

Solo.io Docs MCP

MCP SERVER

Pricing Plans 1

Published pricing tiers and plan structures.

Rate Limits 1

Documented rate limits and quota policies.

Ambient Mesh Rate Limits

0 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

Features 7

Notable capabilities this provider offers.

Sidecar-Less Architecture

Operates at the platform layer without sidecar proxy injection, reducing resource overhead and operational complexity while maintaining full service mesh capabilities.

Zero-Trust Security

SPIFFE-based workload identity with automatic mutual TLS encryption between workloads, certificate management, and zero-trust network policies enforced by ztunnel.

Traffic Management

Advanced traffic routing, load balancing, traffic splitting, mirroring, blue-green deployments, and gateway management via Kubernetes Gateway API HTTPRoute resources.

Resilience

Zone-aware load balancing, circuit breaking, outlier detection, fault injection, timeouts, and retry budgets for high-availability workloads.

Observability

Distributed tracing, performance metrics via Prometheus, Kiali observability console, and HTTP observability for traffic visualization and security verification.

Zero-Downtime Migration

Free migration tooling for upgrading from sidecar-based architectures with automated workload analysis and risk mitigation for waypoint proxy requirements.

Waypoint Proxies

Optional per-namespace or per-workload Layer 7 proxies that provide advanced policy enforcement without requiring per-pod sidecar containers.

Scroll for all 7

Security Posture 3

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

Ambient Mesh Authentication

0 schemes

SECURITY

Use Cases 5

What developers build with this provider.

Microservices Security

Enforce mutual TLS and zero-trust policies across microservices without modifying application code or injecting sidecar proxies.

Traffic Management

Implement advanced traffic routing, A/B testing, canary deployments, and traffic mirroring across Kubernetes workloads.

Istio Migration

Migrate existing Istio sidecar-based deployments to ambient mode with zero downtime using the free migration tooling.

Kubernetes Observability

Gain full visibility into service-to-service communication with metrics, tracing, and traffic visualization via Kiali and Prometheus.

Multi-Cluster Networking

Extend ambient mesh policies and security across multiple Kubernetes clusters for hybrid and multi-cloud architectures.

Integrations 6

Pre-built integrations with other platforms and tools.

Istio

Ambient Mesh is built on Istio ambient mode, using its control plane and CRDs for configuration.

Kubernetes Gateway API

Uses the standard Kubernetes Gateway API with HTTPRoute, Gateway, and GRPCRoute resources for traffic management.

Prometheus

Integrates with Prometheus for metrics collection and monitoring of mesh traffic and performance.

Kiali

Integrates with Kiali for service mesh observability, traffic visualization, and security verification.

Gloo Mesh

Solo.io's Gloo Mesh provides enterprise-grade ambient mesh management for scaling across enterprise workloads.

OpenShift

Red Hat OpenShift Service Mesh 3.x supports Istio ambient mode for OpenShift deployments.

Resources

Get Started 3

Portal, sign-up, and the first successful call

Documentation 2

Reference material describing how the API behaves

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 4

Pagination, idempotency, versioning, errors, and events

Build 4

SDKs, sample code, and the tooling you integrate with

Access & Security 5

Authentication, authorization, and security posture

Operate 3

Status, limits, changes, and where to get help

Commercial 1

Pricing, plans, and the legal terms of use

Company 2

The organization behind the API

Source (apis.yml)

apis.yml Raw ↑
aid: ambient-mesh
name: Ambient Mesh
description: Ambient Mesh is a sidecar-less service mesh architecture built on Istio that simplifies microservices communication,
  enhances zero-trust security, and improves observability without requiring sidecar proxy injection. It uses a shared per-node
  proxy (ztunnel) for zero-trust security and optional waypoint proxies for advanced Layer 7 policies, enabling seamless migration
  from sidecar-based meshes with zero downtime.
type: Index
deliveryModel:
  model: self-hosted
  license: Apache-2.0
  open_source: true
  commercial: false
  callable_host: false
  label: Self-hosted open source · you run it yourself
  confidence: high
  source:
  - license
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: freemium
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Freemium
  confidence: medium
  source:
  - plans
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/ambient-mesh.png
tags:
- Service Mesh
- Istio
- Kubernetes
- Zero Trust
- Observability
- Traffic Management
- Microservices
url: https://raw.githubusercontent.com/api-evangelist/ambient-mesh/refs/heads/main/apis.yml
created: '2026-04-19'
modified: '2026-09-02'
specificationVersion: '0.23'
apis:
- aid: ambient-mesh:ambient-mesh
  name: Ambient Mesh
  description: Ambient Mesh provides a sidecar-less service mesh via the Kubernetes Gateway API and Istio ambient mode. It
    exposes configuration APIs for traffic management, security policies, resilience settings, and observability through standard
    Kubernetes CRDs including HTTPRoute, Gateway, AuthorizationPolicy, and WaypointProxy resources.
  humanURL: https://ambientmesh.io/
  baseURL: https://ambientmesh.io
  tags:
  - Service Mesh
  - Kubernetes
  - Istio
  - Zero Trust
  properties:
  - type: Documentation
    url: https://ambientmesh.io/docs/
  - type: GettingStarted
    url: https://ambientmesh.io/docs/quickstart/
  - type: APIReference
    url: https://ambientmesh.io/docs/
common:
- type: IssueTracker
  url: https://github.com/istio/istio/issues
- type: Releases
  url: https://github.com/istio/istio/releases
- type: SecurityPolicy
  url: https://github.com/istio/istio/blob/master/.github/SECURITY.md
- type: ContributionGuide
  url: https://github.com/istio/istio/blob/master/CONTRIBUTING.md
- type: License
  name: Apache-2.0
  url: https://github.com/istio/istio/blob/master/LICENSE
- type: DomainSecurity
  url: security/ambient-mesh-domain-security.yml
- type: Website
  url: https://ambientmesh.io/
- type: Documentation
  url: https://ambientmesh.io/docs/
- type: GettingStarted
  url: https://ambientmesh.io/docs/quickstart/
- type: Blog
  url: https://ambientmesh.io/blog/
- type: GitHubOrganization
  url: https://github.com/istio
- type: GitHubRepository
  url: https://github.com/istio/istio
- type: DeveloperPortal
  url: https://ambientmesh.io/get-started/
- type: Support
  url: https://www.solo.io/istio-support
- type: LLMsTxt
  url: llms/ambient-mesh-llms.txt
- type: MCPServer
  url: mcp/ambient-mesh-mcp.yml
- type: Sandbox
  url: sandbox/ambient-mesh-sandbox.yml
- type: Authentication
  url: authentication/ambient-mesh-authentication.yml
- type: Conventions
  url: conventions/ambient-mesh-conventions.yml
- type: Idempotency
  url: conventions/ambient-mesh-conventions.yml
- type: Conformance
  url: conformance/ambient-mesh-conformance.yml
- type: Lifecycle
  url: lifecycle/ambient-mesh-lifecycle.yml
- type: Packages
  url: packages/ambient-mesh-packages.yml
- type: CLI
  url: cli/ambient-mesh-cli.yml
- type: VulnerabilityDisclosure
  url: security/ambient-mesh-vulnerability-disclosure.yml
- type: Security
  url: security/ambient-mesh-vulnerability-disclosure.yml
- type: Features
  data:
  - name: Sidecar-Less Architecture
    description: Operates at the platform layer without sidecar proxy injection, reducing resource overhead and operational
      complexity while maintaining full service mesh capabilities.
  - name: Zero-Trust Security
    description: SPIFFE-based workload identity with automatic mutual TLS encryption between workloads, certificate management,
      and zero-trust network policies enforced by ztunnel.
  - name: Traffic Management
    description: Advanced traffic routing, load balancing, traffic splitting, mirroring, blue-green deployments, and gateway
      management via Kubernetes Gateway API HTTPRoute resources.
  - name: Resilience
    description: Zone-aware load balancing, circuit breaking, outlier detection, fault injection, timeouts, and retry budgets
      for high-availability workloads.
  - name: Observability
    description: Distributed tracing, performance metrics via Prometheus, Kiali observability console, and HTTP observability
      for traffic visualization and security verification.
  - name: Zero-Downtime Migration
    description: Free migration tooling for upgrading from sidecar-based architectures with automated workload analysis and
      risk mitigation for waypoint proxy requirements.
  - name: Waypoint Proxies
    description: Optional per-namespace or per-workload Layer 7 proxies that provide advanced policy enforcement without requiring
      per-pod sidecar containers.
- type: UseCases
  data:
  - name: Microservices Security
    description: Enforce mutual TLS and zero-trust policies across microservices without modifying application code or injecting
      sidecar proxies.
  - name: Traffic Management
    description: Implement advanced traffic routing, A/B testing, canary deployments, and traffic mirroring across Kubernetes
      workloads.
  - name: Istio Migration
    description: Migrate existing Istio sidecar-based deployments to ambient mode with zero downtime using the free migration
      tooling.
  - name: Kubernetes Observability
    description: Gain full visibility into service-to-service communication with metrics, tracing, and traffic visualization
      via Kiali and Prometheus.
  - name: Multi-Cluster Networking
    description: Extend ambient mesh policies and security across multiple Kubernetes clusters for hybrid and multi-cloud
      architectures.
- type: Integrations
  data:
  - name: Istio
    description: Ambient Mesh is built on Istio ambient mode, using its control plane and CRDs for configuration.
  - name: Kubernetes Gateway API
    description: Uses the standard Kubernetes Gateway API with HTTPRoute, Gateway, and GRPCRoute resources for traffic management.
  - name: Prometheus
    description: Integrates with Prometheus for metrics collection and monitoring of mesh traffic and performance.
  - name: Kiali
    description: Integrates with Kiali for service mesh observability, traffic visualization, and security verification.
  - name: Gloo Mesh
    description: Solo.io's Gloo Mesh provides enterprise-grade ambient mesh management for scaling across enterprise workloads.
  - name: OpenShift
    description: Red Hat OpenShift Service Mesh 3.x supports Istio ambient mode for OpenShift deployments.
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
x-enrichment:
  date: '2026-09-02'
  status: enriched
  artifacts_added: 12
  pass: local-v1
x-coverage:
  state: covered

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