Alternatives to Ambient Mesh
Compare Ambient Mesh alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Ambient Mesh in 2026. Compare features, ratings, user reviews, pricing, and more from Ambient Mesh competitors and alternatives in order to make an informed decision for your business.
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UTunnel VPN and ZTNA
Secubytes LLC
UTunnel provides Cloud VPN, ZTNA, and Mesh Networking solutions for secure remote access and seamless network connectivity. ACCESS GATEWAY: Our Cloud VPN as a Service offers swift deployment of Cloud or On-Premise VPN servers. It utilizes OpenVPN and IPSec protocols, enables policy-based access control, and lets you deploy a Business VPN network effortlessly. ONE-CLICK ACCESS: A Zero Trust Application Access (ZTAA) solution that simplifies secure access to internal business applications. It allows users to securely access them via web browsers without the need for a client application. MESHCONNECT: This Zero Trust Network Access (ZTNA) and mesh networking solution based on WireGuard enables granular access controls to business network resources and easy creation of secure mesh networks. SITE-TO-SITE VPN: The Access Gateway solution lets you easily set up secure Site-to-Site tunnels (IPSec) between UTunnel's VPN servers and hardware network gateways, firewalls & UTM systems. -
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The always-free NGINX Service Mesh scales from open source projects to a fully supported, secure, and scalable enterprise‑grade solution. Take control of Kubernetes with NGINX Service Mesh, featuring a unified data plane for ingress and egress management in a single configuration. The real star of NGINX Service Mesh is the fully integrated, high-performance data plane. Leveraging the power of NGINX Plus to operate highly available and scalable containerized environments, our data plane brings a level of enterprise traffic management, performance, and scalability to the market that no other sidecars can offer. It provides the seamless and transparent load balancing, reverse proxy, traffic routing, identity, and encryption features needed for production-grade service mesh deployments. When paired with the NGINX Plus-based version of NGINX Ingress Controller, it provides a unified data plane that can be managed with a single configuration.
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Kuma
Kuma
The open-source control plane for service mesh, delivering security, observability, routing and more. Built on top of Envoy, Kuma is a modern control plane for Microservices & Service Mesh for both K8s and VMs, with support for multiple meshes in one cluster. Out of the box L4 + L7 policy architecture to enable zero trust security, observability, discovery, routing and traffic reliability in one click. Getting up and running with Kuma only requires three easy steps. Natively embedded with Envoy proxy, Kuma Delivers easy to use policies that can secure, observe, connect, route and enhance service connectivity for every application and services, databases included. Build modern service and application connectivity across every platform, cloud and architecture. Kuma supports modern Kubernetes environments and Virtual Machine workloads in the same cluster, with native multi-cloud and multi-cluster connectivity to support the entire organization. -
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Anthos Service Mesh
Google
Designing your applications as microservices provides many benefits. However, your workloads can become complex and fragmented as they scale. Anthos Service Mesh is Google's implementation of the powerful Istio open source project, which allows you to manage, observe, and secure services without having to change your application code. Anthos Service Mesh simplifies service delivery, from managing mesh telemetry and traffic to protecting communications between services, significantly reducing the burden on development and operations teams. Anthos Service Mesh is Google's fully managed service mesh, allowing you to easily manage these complex environments and reap all the benefits they offer. As a fully managed offering, Anthos Service Mesh takes the guesswork and effort out of purchasing and managing your service mesh solution. Focus on building great apps and let us take care of the mesh. -
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Kong Mesh
Kong
Enterprise service mesh based on Kuma for multi-cloud and multi-cluster on both Kubernetes and VMs. Deploy with a single command. Connect to other services automatically with built-in service discovery, including an Ingress resource and remote CPs. Support across any environment, including multi-cluster, multi-cloud and multi-platform on both Kubernetes and VMs. Accelerate initiatives like zero-trust and GDPR with native mesh policies, improving the speed and efficiency of every application team. Deploy a single control plane that can scale horizontally to many data planes, or support multiple clusters or even hybrid service meshes running on both Kubernetes and VMs combined. Simplify cross-zone communication using an Envoy-based ingress deployment on both Kubernetes and VMs, as well as the built-in DNS resolver for service-to-service communication. Built on top of Envoy with 50+ observability charts out of the box, you can collect metrics, traces, and logs of all L4-L7 traffic.Starting Price: $250 per month -
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Meshery
Meshery
Describe all of your cloud native infrastructure and manage as a pattern. Design your service mesh configuration and workload deployments. Apply intelligent canary strategies and performance profiles with service mesh pattern management. Assess your service mesh configuration against deployment and operational best practices with Meshery's configuration validator. Validate your service mesh's conformance to Service Mesh Interface (SMI) specifications. Dynamically load and manage your own WebAssembly filters in Envoy-based service meshes. Service mesh adapters provision, configure, and manage their respective service meshes. -
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Tetrate
Tetrate
Connect and manage applications across clusters, clouds, and data centers. Coordinate app connectivity across heterogeneous infrastructure from a single management plane. Integrate traditional workloads into your cloud-native application infrastructure. Create tenants within your business to define fine-grained access control and editing rights for teams on shared infrastructure. Audit the history of changes to services and shared resources from day zero. Automate traffic shifting across failure domains before your customers notice. TSB sits at the application edge, at cluster ingress, and between workloads in your Kubernetes and traditional compute clusters. Edge and ingress gateways route and load balance application traffic across clusters and clouds while the mesh controls connectivity between services. A single management plane configures connectivity, security, and observability for your entire application network. -
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greymatter.io
greymatter.io
Maximize your resources. Ensure optimal use of your clouds, platforms, and software. This is application and API network operations management redefined. The same governance rules, observability, auditing, and policy control for every application, API, and network across your multi-cloud, data center and edge environments, all in one place. Zero-trust micro-segmentation, omni-directional traffic splitting, infrastructure agnostic attestation, and traffic management to secure your resources. IT-informed decision-making is real. Application, API & network monitoring and control generate massive IT operations data. Use it in real time through AI. Logging, metrics, tracing, and audits through Grey Matter simplifies integration and standardizes aggregation for all IT Operations data. Fully leverage your mesh telemetry and securely and flexibly future-proof your hybrid infrastructure. -
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F5 Aspen Mesh empowers companies to drive more performance from their modern app environment by leveraging the power of their service mesh. As part of F5, Aspen Mesh is focused on delivering enterprise-class products that enhance companies’ modern app environments. Deliver new and differentiating features faster with microservices. Aspen Mesh lets you do that at scale, with confidence. Reduce the risk of downtime and improve your customers’ experience. If you’re scaling microservices to production on Kubernetes, Aspen Mesh will help you get the most out of your distributed systems. Aspen Mesh empowers companies to drive more performance from their modern app environment by leveraging the power of their service mesh. Alerts that decrease the risk of application failure or performance degradation based on data and machine learning models. Secure Ingress safely exposes enterprise apps to customers and the web.
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Traefik Mesh
Traefik Labs
Traefik Mesh is a straight-forward, easy to configure, and non-invasive service mesh that allows visibility and management of the traffic flows inside any Kubernetes cluster. By improving monitoring, logging, and visibility, as well as implementing access controls. Allows administrators to increase the security of their clusters easily and quickly. By being able to monitor and trace how applications communicate in your Kubernetes cluster, administrators are able to optimize internal communications, and improve application performance. Reducing the time to learn, install, and configure makes it easier to implement, and to provide value for the time actually spent implementing. Administrators can focus on their business applications. Being open source means that there is no vendor lock-in, as Traefik Mesh is opt-in by design. -
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Toil-free traffic management for your service mesh. Service mesh is a powerful abstraction that's become increasingly popular to deliver microservices and modern applications. In a service mesh, the service mesh data plane, with service proxies like Envoy, moves the traffic around and the service mesh control plane provides policy, configuration, and intelligence to these service proxies. Traffic Director is GCP's fully managed traffic control plane for service mesh. With Traffic Director, you can easily deploy global load balancing across clusters and VM instances in multiple regions, offload health checking from service proxies, and configure sophisticated traffic control policies. Traffic Director uses open xDSv2 APIs to communicate with the service proxies in the data plane, which ensures that you are not locked into a proprietary interface.
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Kiali
Kiali
Kiali is a management console for Istio service mesh. Kiali can be quickly installed as an Istio add-on or trusted as a part of your production environment. Using Kiali wizards to generate application and request routing configuration. Kiali provides Actions to create, update and delete Istio configuration, driven by wizards. Kiali offers a robust set of service actions, with accompanying wizards. Kiali provides a list and detailed views for your mesh components. Kiali provides filtered list views of all your service mesh definitions. Each view provides health, details, YAML definitions and links to help you visualize your mesh. Overview is the default Tab for any detail page. The overview tab provides detailed information, including health status, and a detailed mini-graph of the current traffic involving the component. The full set of tabs, as well as the detailed information, varies based on the component type. -
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AWS App Mesh
Amazon Web Services
AWS App Mesh is a service mesh that provides application-level networking to facilitate communication between your services across various types of computing infrastructure. App Mesh offers comprehensive visibility and high availability for your applications. Modern applications are generally made up of multiple services. Each service can be developed using various types of compute infrastructure, such as Amazon EC2, Amazon ECS, Amazon EKS, and AWS Fargate. As the number of services within an application grows, it becomes difficult to pinpoint the exact location of errors, redirect traffic after errors, and safely implement code changes. Previously, this required creating monitoring and control logic directly in your code and redeploying your services every time there were changes.Starting Price: Free -
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meshIQ
meshIQ
Middleware Observability & Management Software for Messaging, Event Processing, and Streaming Across Hybrid Cloud (MESH). - Complete observability and monitoring of Integration MESH with 360° Situational Awareness® - Securely manage, and automate configuration, administration, and deployment - Track, trace, and analyze transactions, messages and flows - Collect, monitor, and benchmark MESH performance meshIQ delivers granular access controls to manage configurations across the MESH to reduce downtime and quick recovery from outages. Provides the ability to find, browse, track, and trace messages to detect bottlenecks and speeding up root-cause analysis. Unlocks the integration blackbox to deliver visibility across the MESH infrastructure to visualize, analyze, report, and predict. Delivers the ability to trigger automated actions based on pre-defined criteria or intelligent actions determined by AI/ML. -
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Linkerd
Buoyant
Linkerd adds critical security, observability, and reliability features to your Kubernetes stack—no code change required. Linkerd is 100% Apache-licensed, with an incredibly fast-growing, active, and friendly community. Built in Rust, Linkerd's data plane proxies are incredibly small (<10 mb) and blazing fast (p99 < 1ms). No complex APIs or configuration. For most applications, Linkerd will “just work” out of the box. Linkerd's control plane installs into a single namespace, and services can be safely added to the mesh, one at a time. Get a comprehensive suite of diagnostic tools, including automatic service dependency maps and live traffic samples. Best-in-class observability allows you to monitor golden metrics—success rate, request volume, and latency—for every service. -
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KubeSphere
KubeSphere
KubeSphere is a distributed operating system for cloud-native application management, using Kubernetes as its kernel. It provides a plug-and-play architecture, allowing third-party applications to be seamlessly integrated into its ecosystem. KubeSphere is also a multi-tenant enterprise-grade open-source Kubernetes container platform with full-stack automated IT operations and streamlined DevOps workflows. It provides developer-friendly wizard web UI, helping enterprises to build out a more robust and feature-rich Kubernetes platform, which includes the most common functionalities needed for enterprise Kubernetes strategies. A CNCF-certified Kubernetes platform, 100% open-source, built and improved by the community. Can be deployed on an existing Kubernetes cluster or Linux machines, supports the online and air-gapped installation. Deliver DevOps, service mesh, observability, application management, multi-tenancy, storage, and networking management in a unified platform. -
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Netmaker
Netmaker
Netmaker is an open source tool based on the groundbreaking WireGuard protocol. Netmaker unifies distributed environments with ease, from multi-cloud to Kubernetes. Netmaker enhances Kubernetes clusters by providing flexible and secure networking for cross-environment scenarios. Netmaker uses WireGuard for modern, secure encryption. It is built with zero trust in mind, utilizes access control lists, and follows leading industry standards for secure networking. Netmaker enables you to create relays, gateways, full VPN meshes, and even zero trust networks. Netmaker is fully configurable to let you maximize the power of Wireguard. -
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ServiceStage
Huawei Cloud
Deploys your applications using containers, VMs, or serverless, and easily implements auto scaling, performance analysis, and fault diagnosis. Supports native Spring Cloud and Dubbo frameworks and Service Mesh, provides all-scenario capabilities, and supports mainstream languages such as Java, Go, PHP, Node.js, and Python. Supports cloud-native transformation of Huawei core services, meeting strict performance, usability, and security compliance requirements. Development frameworks, running environments, and common components are available for web, microservice, mobile, and AI applications. Full management of applications throughout the entire process, including deployment and upgrade. Monitoring, events, alarms, logs, and tracing diagnosis, and built-in AI capabilities, making O&M easy. Creates a flexibly customizable application delivery pipeline with only a few clicks.Starting Price: $0.03 per hour-instance -
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Network Service Mesh
Network Service Mesh
A common flat vL3 domain allowing DBs running in multiple clusters/clouds/hybrid to communicate just with each other for DB replication. Workloads from multiple companies connecting to a single ‘collaborative’ Service Mesh for cross company interactions. Each workload has a single option of what connectivity domain to be connected to, and only workloads in a given runtime domain could be part of its connectivity domain. In short: Connectivity Domains are Strongly Coupled to Runtime Domains. A central tenant of Cloud Native is Loose Coupling. In a Loosely Coupled system, the ability for each workload to receive service from alternative providers is preserved. What Runtime Domain a workload is running in is a non-sequitur to its communications needs. Workloads that are part of the same App need Connectivity between each other no matter where they are running.Starting Price: Free -
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Solo Enterprise
Solo Enterprise
Solo Enterprise provides a unified cloud-native application networking and connectivity platform that helps enterprises securely connect, scale, manage, and observe APIs, microservices, and intelligent AI workloads across distributed environments, especially Kubernetes-based and multi-cluster infrastructures. Its core capabilities are built on open source technologies such as Envoy and Istio and include Gloo Gateway for omnidirectional API management (handling external, internal, and third-party traffic with security, authentication, traffic routing, observability, and analytics), Gloo Mesh for centralized multi-cluster service mesh control (simplifying service-to-service connectivity and security across clusters), and Agentgateway/Gloo AI Gateway for secure, governed LLM/AI agent traffic with guardrails and integration support. -
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Istio
Istio
Connect, secure, control, and observe services. Istio’s traffic routing rules let you easily control the flow of traffic and API calls between services. Istio simplifies configuration of service-level properties like circuit breakers, timeouts, and retries, and makes it easy to set up important tasks like A/B testing, canary rollouts, and staged rollouts with percentage-based traffic splits. It also provides out-of-box failure recovery features that help make your application more robust against failures of dependent services or the network. Istio Security provides a comprehensive security solution to solve these issues. This page gives an overview on how you can use Istio security features to secure your services, wherever you run them. In particular, Istio security mitigates both insider and external threats against your data, endpoints, communication, and platform. Istio generates detailed telemetry for all service communications within a mesh. -
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Traversal
Traversal
Traversal is an ambient AI Site Reliability Engineering (SRE) agent that operates 24/7 to autonomously troubleshoot, fix, and even prevent production incidents. It parses logs, metrics, traces, and your codebase to narrow down root causes of errors or latency, surfacing the blast radius, key bottleneck services, and candidate root causes with supporting evidence within minutes. Powered by advances in causal machine learning, large language model reasoning, and AI agents, Traversal catches issues before alerts fire and resolves them automatically. Designed for critical infrastructure and complex organizations, it supports heterogeneous data, bring-your-own models, and optional on-premises deployment. Traversal connects easily to existing systems with read-only access, no agents or sidecars, and no writes to production, ensuring privacy and control over data. By integrating seamlessly into your observability stack, Traversal reduces time to resolution, minimizes downtime, and more. -
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Buoyant Cloud
Buoyant
Fully managed Linkerd, right on your cluster. Running a service mesh shouldn’t require a team of engineers. Buoyant Cloud manages Linkerd so that you don’t have to. Automate away the toil. Buoyant Cloud automatically keeps your Linkerd control plane and data plane up to date with the latest versions and handles installs, trust anchor rotation, and more. Automate upgrades, installs, and more. Keep data plane proxy versions always in sync. Rotate TLS trust anchors without breaking a sweat. Never get taken unaware. Buoyant Cloud continuously monitors the health of your Linkerd deployments and proactively alerts you of potential issues before they escalate. Automatically track service mesh health. Get a global, cross-cluster view of Linkerd's behavior. Monitor and report Linkerd best practices. Forget overly-complicated solutions that pile one layer of complexity on top of another. Linkerd just works, and Buoyant Cloud makes Linkerd easier than ever.¿ -
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SUSE Rancher Prime
SUSE
SUSE Rancher Prime addresses the needs of DevOps teams deploying applications with Kubernetes and IT operations delivering enterprise-critical services. SUSE Rancher Prime supports any CNCF-certified Kubernetes distribution. For on-premises workloads, we offer the RKE. We support all the public cloud distributions, including EKS, AKS, and GKE. At the edge, we offer K3s. SUSE Rancher Prime provides simple, consistent cluster operations, including provisioning, version management, visibility and diagnostics, monitoring and alerting, and centralized audit. SUSE Rancher Prime lets you automate processes and applies a consistent set of user access and security policies for all your clusters, no matter where they’re running. SUSE Rancher Prime provides a rich catalogue of services for building, deploying, and scaling containerized applications, including app packaging, CI/CD, logging, monitoring, and service mesh. -
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TriggerMesh
TriggerMesh
TriggerMesh believes developers will increasingly build applications as a mesh of cloud-native functions and services from multiple cloud providers and on-premises. We believe this architecture is the best way for agile businesses to deliver effortless digital experiences. TriggerMesh is the first product that leverages Kubernetes and Knative to provide application integration across clouds and on-premises. With TriggerMesh, you can automate enterprise workflows by connecting applications, cloud services, and serverless functions. Cloud-native applications are becoming more popular. As a result, the number of functions that are hosted across disparate cloud infrastructure is proliferating. TriggerMesh breaks down cloud silos to provide true cross-cloud portability and interoperability -
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AWS Thinkbox Sequoia
Amazon
AWS Thinkbox Sequoia is a standalone application for point cloud processing and meshing, compatible with Windows, Linux, and macOS operating systems. It accepts point cloud and mesh data in various industry-standard formats, converting point cloud data into a compact and fast-to-access intermediate cache format. Sequoia offers intelligent workflows to retain high-precision data efficiently, displaying all or a fraction of the point cloud data using adaptive view-dependent methods. Users can transform, cull, and modify point cloud data, generate meshes from point clouds, and optimize the produced meshes. The software supports projecting images onto points and meshes, generating mesh vertex colors, Ptex, or UV-based textures from point cloud colors and image projections. It exports resulting meshes to supported industry-standard mesh file formats and integrates with Thinkbox Deadline to perform point cloud data conversion, meshing, and export on network nodes. -
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Mudbox
Autodesk
3D digital painting and sculpting software. Create beautiful characters and environments with Mudbox. Sculpt and paint highly detailed 3D geometry and textures. Mudbox® 3D digital sculpting and texture painting software gives you an intuitive, tactile toolset. Create highly detailed 3D characters and environments using an intuitive set of digital tools based on real sculpting techniques. Paint directly on your 3D assets across multiple channels. Add resolution to a mesh only in areas that need it with an artist-friendly, camera-based workflow. Create clean, production-quality meshes from scanned, imported, or sculpted data. Bake normal, displacement, and ambient occlusion maps. Get effective, brush-based workflows for polygons and textures. Bring assets from Maya into Mudbox to add detailed geometry. Send characters from Maya LT to Mudbox for sculpting and texturing. Then transfer your model back to Maya LT. Take your 3D assets and environments from first draft to final frame.Starting Price: $7 per month -
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Text2Mesh
Text2Mesh
Text2Mesh produces color and geometric details over a variety of source meshes, driven by a target text prompt. Our stylization results coherently blend unique and ostensibly unrelated combinations of text, capturing both global semantics and part-aware attributes. Our framework, Text2Mesh, stylizes a 3D mesh by predicting color and local geometric details which conform to a target text prompt. We consider a disentangled representation of a 3D object using a fixed mesh input (content) coupled with a learned neural network, which we term neural style field network. In order to modify style, we obtain a similarity score between a text prompt (describing style) and a stylized mesh by harnessing the representational power of CLIP. Text2Mesh requires neither a pre-trained generative model nor a specialized 3D mesh dataset. It can handle low-quality meshes (non-manifold, boundaries, etc.) with arbitrary genus, and does not require UV parameterization. -
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Ansys Meshing
Ansys
Mesh influences the accuracy, convergence and speed of a simulation. Ansys provides tools to produce the most appropriate mesh for accurate, efficient solutions. Ansys provides general purpose, high-performance, automated, intelligent meshing software that produces the most appropriate mesh for accurate, efficient multiphysics solutions — from easy, automatic meshing to highly crafted mesh. Smart defaults are built into the software to make meshing a painless and intuitive task, delivering the required resolution to capture solution gradients properly for dependable results. Ansys meshing solutions range from easy, automated meshing to highly crafted meshing. Methods available cover the meshing spectrum of high-order to linear elements and fast tetrahedral and polyhedral to high-quality hexahedral and mosaic. Ansys meshing capabilities help reduce the amount of time and effort spent to get to accurate results. -
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KServe
KServe
Highly scalable and standards-based model inference platform on Kubernetes for trusted AI. KServe is a standard model inference platform on Kubernetes, built for highly scalable use cases. Provides performant, standardized inference protocol across ML frameworks. Support modern serverless inference workload with autoscaling including a scale to zero on GPU. Provides high scalability, density packing, and intelligent routing using ModelMesh. Simple and pluggable production serving for production ML serving including prediction, pre/post-processing, monitoring, and explainability. Advanced deployments with the canary rollout, experiments, ensembles, and transformers. ModelMesh is designed for high-scale, high-density, and frequently-changing model use cases. ModelMesh intelligently loads and unloads AI models to and from memory to strike an intelligent trade-off between responsiveness to users and computational footprint.Starting Price: Free -
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Mesh
Mesh
Mesh securely enables safer, easier crypto transfers and payments from 300+ leading exchanges and wallets, all without leaving your platform. End-users can authenticate into external exchanges or wallets and send assets directly to your platform. Our powerful API revolutionizes the crypto transfer experience by enabling seamless wallet-to-wallet connectivity. Our SDK provides an out-of-the-box experience that manages Mesh’s entire catalog of integrations, all authentication flows, and an elegantly reimagined crypto transfer experience. Mesh is a comprehensive, trusted, secure, and SOC II-compliant solution with a team that has decades of experience in auth and identity management.Starting Price: $0.50 per transfer -
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LightMesh
Tidal LightMesh
Tidal LightMesh IPAM simplifies IP address management with visual subnet mapping, automated discovery, and bulk imports, eliminating the need for spreadsheets. TreeView visualization and detailed IP insights provide a clear network overview, allowing users to navigate subnets and drill down into individual addresses instantly. With real-time capacity alerts, Nmap integration, and global search, LightMesh ensures full network visibility and control. Audit trails, rollback options, and API integrations enhance automation, while role-based access control and team collaboration improve security. LightMesh seamlessly integrates with AWS and Azure, streamlining cloud and on-prem network management from a single interface. Bulk subnet imports with custom field mapping simplify migration, accelerating onboarding. Designed for businesses of all sizes, LightMesh delivers an intelligent, automated, and scalable IPAM solution to help you plan, monitor, and optimize your network infrastructure.Starting Price: $35 USD per month -
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UnityOneCloud
UnitedLayer
UnityOneCloud is a SaaS multicloud management platform designed for managing hybrid cloud environments, including data center cabinets, power distribution units (PDUs), bare-metal servers, networking devices, containers, mesh services, and serverless environments across private clouds (VMware, Hyper-V, OpenStack) and public clouds (AWS, GCP, and Azure). The platform provides integrated capabilities for monitoring, visualization, management, auditing, and DevOps automation, ensuring a seamless experience for managing hybrid cloud infrastructures. UnityOneCloud is unique in its ability to manage both data centers and cloud environments, which is critical for enterprises undergoing cloud-first initiatives or modernizing their IT infrastructures. It offers observability of multi-cloud mesh services through integrations with Istio, AWS App Mesh, and Google Anthos, enabling unified management of complex hybrid IT environments. -
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Capsule Social
Capsule Social
Capsule Social operates as a decentralized social media platform. Decentralized social media solution where each user hosts their own microservice. These then connect to one another in a mesh, allowing following and sharing posts. It will be lightweight, user friendly and secure. We’re working on a solution that uses common-sense technology, that’s lightweight, secure, and a pleasure to use. Capsule will form a mesh where microservices are discovered organically by content consumers simply accessing the Capsule microservice of the author they’re looking to follow. This leads to true decentralization, since people discover the whole Capsule mesh through people they’re interested in following, and not through a single website, app or service! -
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CF-MESH+
Creative Fields Holding, Ltd.
CF-MESH+ is the latest CFD meshing software version developed by Creative Fields. It comprises advanced meshing workflows with an easy-to-use front-end interface allowing for superior user experience and efficiency. It features a powerful set of tools and functionalities for generating quality CFD meshes in arbitrary complex geometries encountered within the industry. The software features a degree of robustness that will help you enhance your productivity and get a competitive advantage in your simulation efforts.Starting Price: $500 -
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MeshLab
MeshLab
The open source system for processing and editing 3D triangular meshes. It provides a set of tools for editing, cleaning, healing, inspecting, rendering, texturing and converting meshes. It offers features for processing raw data produced by 3D digitization tools/devices and for preparing models for 3D printing. In this version we introduce support to several file formats (.gltf, .glb, .nxs, .nxz, .e57) and a brand new plugin for exact mesh booleans. The 3D data alignment phase (also known as registration) is a fundamental step in the pipeline for processing 3D scanned data. MeshLab provides a powerful tool for moving the different meshes into a common reference system, able to manage large set of range-maps. MeshLab implements a fine tuned ICP one-to-one alignment step, followed by a global bundle adjustment error-distribution step. The alignment can be performed on meshes and point clouds coming from several sources, including active (both short- and long-range) scanners. -
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kagent
kagent
kagent is an open source, cloud-native AI agent framework designed to let teams build, deploy, and run autonomous AI agents directly inside Kubernetes clusters to automate complex operational tasks, troubleshoot cloud-native systems, and manage workloads without constant human intervention. It enables DevOps and platform engineers to create intelligent agents that understand natural language, plan, reason, and execute multi-step actions across Kubernetes environments using built-in tools and Model Context Protocol (MCP)-compatible tool integrations for functions like querying metrics, displaying pod logs, managing resources, and interacting with service meshes. It supports multiple model providers (such as OpenAI, Anthropic, and others), agent-to-agent communication for orchestrating sophisticated workflows, and observability features that help teams monitor agent behavior and performance.Starting Price: Free -
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Mesh Payments
Mesh Payments
Mesh Payments cardless solution gives you full control and visibility over your entire corporate payments - all from one platform. Using Mesh you can get insights & real time data on your spending, automate your receipts collection and ensure that your payments, subscriptions and finances always run smoothly. Mesh is easy to set up & free. No single corporate card dependency, no charges denied. Know exactly which subscriptions you are paying for, how much, and when. Control who spends with pre-payment approvals and unique virtual cards. Seamless integrations that collect and match receipts automatically. Mesh ensures that subscription payments don’t get in the way of running your business with mission-critical subscription controls and smart notifications. Mesh on-demand payments is built to empower distributed teams and needs, without sacrificing financial security and control. Get full visibility and all the management tools you need to customize payments for your business. -
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SquaredUp
SquaredUp
SquaredUp is a unified observability portal. Say goodbye to blind spots and data silos. Using data mesh and cutting-edge data visualization, SquaredUp gives IT and engineering teams one place to see everything that matters. Bring together data from across your tech stack without the headache of moving the data. Unlike other monitoring and observability tools that rely on a data warehouse, SquaredUp leaves your data where it is, plugging directly into each data source to index and stitch the data together using a data mesh. Teams have one place to go where they can search, visualize, and analyze data across all their tools. Take control of infrastructure, application, and product performance with unified visibility. Free for up to 3 users. What you get: > Cutting-edge data visualization > Access to 100+ data sources > Any custom data source via Web API > Multi-cloud observability > Cost monitoring > Unlimited dashboards > Unlimited monitorsStarting Price: $9 Per user/month -
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MeshWorks
DEP USA
Automated post-processing such as ‘hot-spot-extraction’ reduces several hours of post-processing time to a matter of minutes. Very effective design review is now possible with DEP MeshWorks with all the hot-spots unionized in one single model and facilitates subsequent design improvements to make ‘hot-spots’ go away. Weight optimization on the Yoke component of a construction equipment using DEP MeshWorks. With the patented Auto-parametrization technology the meshed models in DEP MeshWorks automatically become parametric CAE models enabling subsequent fast design changes. The Associative Modeler in DEP MeshWorks rapidly updates CAE models as CAD changes, dramatically reducing time for model updates. Morphing and scaling approach for generating standard and non standard percentile human Body FE models. -
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Calisti
Cisco
Calisti enables security, observability, traffic management for microservices and cloud native applications, and allows admins to switch between live and historical views. Configuring Service Level Objectives (SLOs), burn rate, error budget and compliance monitoring, Calisti sends a GraphQL alert to automatically scale based on SLO burn rate. Calisti manages microservices running on containers and virtual machines, allowing for application migration from VMs to containers in a phased manner. Reducing management overhead by applying policies consistently and meeting application Service Level Objectives across both K8s and VMs. Istio has new releases every three months. Calisti includes our Istio Operator that automates lifecycle management, and even enables canary deployment of the platform itself. -
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MeshMap
MeshMap
MeshMap is an open 3D mapping platform designed to accelerate innovation in spatial applications and experiences. Users can contribute to building a comprehensive 3D map of the world by scanning environments using devices like smartphones, drones, or professional equipment, and submitting these scans to MeshMap for rewards. The platform supports various scanning methods, including LiDAR, photogrammetry, and Gaussian splatting, with preferred export formats such as .gltf and .ply files. MeshMap offers a Unity SDK to streamline the creation and publication of extended reality applications, enabling creators to import scans, design content, and share it globally. The platform prioritizes compatibility across devices and platforms, supporting Meta Quest 3 and Magic Leap 2, with plans for future expansions. By fostering a contributor-owned, community-managed mapping network, MeshMap aims to democratize access to high-precision, high-coverage 3D maps. -
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Mesh
Mesh
Mesh is an AI-powered finance co-worker designed to help busy teams stay on top of expenses, runway, and revenue, without spreadsheets or guesswork. It integrates seamlessly with existing accounting and financial tools, eliminating the need for double entry and extra work. Mesh offers real-time insights, providing instant answers on cash flow, expenses, and revenue, akin to having a CFO on speed dial. Its continuous reconciliation feature ensures that transactions are reconciled in real-time, keeping books always up-to-date and error-free. By staying in sync across financial platforms, Mesh eliminates manual data mapping, allowing users to focus on growth rather than bookkeeping. The AI analyst within Mesh can answer questions, which provides increased visibility into finances, smarter spending decisions, and a reduction in unnecessary costs. -
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ProxyMesh
ProxyMesh
ProxyMesh helps web scrapers avoid IP bans and rate limits to crawl data quickly and easily at an affordable price. Since 2011, ProxyMesh has been providing elite anonymous rotating IP address proxy servers to thousands of customers. We strive to provide the highest quality affordable proxies designed specifically for web scraping. ProxyMesh works with the HTTP proxy protocol, so your software can already work with us. You don't need to download anything. Our proxies maintain over 99% uptime while handling many 100s of terabytes of data every month. ProxyMesh proxies provide elite level 1 anonymity, where all identifying headers are removed, so that your requests cannot be traced back to you. And each request you make with our rotating IP proxy servers goes through a randomly chosen outgoing IP addresses, further enhancing your anonymity. Each of our rotating proxy server locations around the world has 10 outgoing IP addresses that get rotated every 12 hours.Starting Price: $10/month -
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AIR
SiTex Graphics
AIR is an advanced 3D graphics renderer with a unique architecture and extensive features designed for the rapid production of high-quality images. AIR is a hybrid renderer, combining the advantages of scanline rendering - fast rendering of complex scenes, motion blur, and depth of field - with the flexibility of on-demand ray tracing for accurate reflections, soft shadows, global illumination, and caustics. AIR supports a broad range of geometric primitives, including polygon meshes, trimmed NURBs, subdivision meshes, curves, particles, and implicit surfaces. All primitives are supported in their natural form; no pre-meshing is required. AIR also provides true (sub-pixel) displacement and high-dynamic range (HDR) input and output. AIR offers the flexibility of fully programmable shading and procedural modeling. Users can extend the shading language by writing new functions in any programming language.Starting Price: $375 per license -
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Magic3D
Magic3D
Together with image conditioning techniques as well as prompt-based editing approach, we provide users with new ways to control 3D synthesis, opening up new avenues to various creative applications. Magic3D can create high-quality 3D textured mesh models from input text prompts. It utilizes a coarse-to-fine strategy leveraging both low- and high-resolution diffusion priors for learning the 3D representation of the target content. Magic3D synthesizes 3D content with 8× higher-resolution supervision than DreamFusion while also being 2× faster. Given a coarse model generated with a base text prompt, we can modify parts of the text in the prompt, and then fine-tune the NeRF and 3D mesh models to obtain an edited high-resolution 3D mesh. -
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Meshmixer
Autodesk
Meshmixer is state-of-the-art software for working with triangle meshes. Do you need to clean up a 3D scan, do some 3D printing, or design an object that fits something else? Meshmixer can help. Think of it as a sort of "Swiss Army Knife" for 3D meshes. Drag-and-Drop Mesh Mixing. 3D Sculpting and Surface Stamping. Robust Convert-to-Solid for 3D printing. 3D Patterns & Lattices. Hollowing (with escape holes!). Branching Support Structures for 3D printing. Automatic Print Bed Orientation Optimization, Layout & Packing. Advanced selection tools including brushing, surface-lasso, and constraints. Remeshing and Mesh Simplification/Reducing. Mesh Smoothing and Free-Form Deformations. Hole Filling, Bridging, Boundary Zippering, and Auto-Repair. Plane Cuts, Mirroring, and Booleans. Extrusions, Offset Surfaces, and Project-to-Target-Surface. Interior Tubes & Channels. Precise 3D Positioning with Pivots. Automatic Alignment of Surfaces. 3D Measurements. Stability & Thickness Analysis. -
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HashiCorp Consul
HashiCorp
A multi-cloud service networking platform to connect and secure services across any runtime platform and public or private cloud. Real-time health and location information of all services. Progressive delivery and zero trust security with less overhead. Receive peace of mind that all HCP connections are secured out of the box. Gain insight into service health and performance metrics with built-in visualization directly in the Consul UI or by exporting metrics to a third-party solution. Many modern applications have migrated towards decentralized architectures as opposed to traditional monolithic architectures. This is especially true with microservices. Since applications are composed of many inter-dependent services, there's a need to have a topological view of the services and their dependencies. Furthermore, there is a desire to have insight into health and performance metrics for the different services. -
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Dive
Dive
Dive CAE is a cloud-native computational fluid dynamics software platform that enables engineers to simulate complex fluid behaviors, such as free-surface flow, multiphase interactions, heat transfer, and moving machinery, using a mesh-free Smoothed Particle Hydrodynamics method. It runs entirely in the browser and on high-performance computing infrastructure, so users don’t need local hardware or installation. The mesh-free approach allows for modeling of complex geometry, surface tension, non-Newtonian fluids, and transient flows without the time-consuming meshing and tuning required by conventional CFD. Onboarding is fast (typically under one day), and the software supports parallel design-of-experiment workflows that deliver multiple iterations in hours rather than days. Dive CAE emphasizes collaboration, license simplicity (one licence for all users), transparent cost control, data usage governance, and scalability via cloud infrastructure. -
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Microsoft Mesh
Microsoft
Microsoft Mesh enables presence and shared experiences from anywhere – on any device – through mixed reality applications. Connect with new depth and dimension. Engage with eye contact, facial expressions, and gestures. Your personality shines as technology fades away. Digital intelligence comes to the real world. See, share, and collaborate on persistent 3D content. This common understanding ignites ideas, sparks creativity, and forms powerful bonds. Enjoy the freedom to access Mesh on HoloLens 2, VR headsets, mobile phones, tablets, or PCs – using any Mesh-enabled app. Project yourself as your most lifelike, photorealistic self in mixed reality to interact as if you’re there in person. Move through your world and get relevant, digital information when, and where, you need it. This fluidity accelerates decision-making and speeds problem-solving.
