Tools

Open-source MCP aggregator from metatool-ai that federates upstream MCP servers into namespaced endpoints for MCP clients. Three-level hierarchy of Servers, Namespaces, and Endpoints, with per-endpoint tool ACLs and generic OIDC discovery for admin login.

Lightweight MPL-2.0 MCP gateway that aggregates upstream servers under one API-key-authenticated endpoint. YAML config file, no database required for basic deployments, single Docker container.

Apache 2.0 Rust agent gateway covering MCP, A2A, and LLM protocols, governed by the Linux Foundation with AWS, Cisco, IBM, Microsoft, Red Hat, and Solo.io participating. Kubernetes Gateway API-first with a standalone binary mode stabilizing through pre-1.0.

Apache 2.0 Rust LLM gateway from TensorZero Inc. that routes traffic across providers and stores every inference in ClickHouse with typed schemas, driving experimentation, evaluation, and fine-tuning workflows from captured data.

Self-hostable LLMOps platform from LangGenius with a visual agent builder, RAG pipeline, multi-provider gateway, and prompt management. Uses the Dify Open Source License — modified Apache 2.0 with a non-compete clause prohibiting multi-tenant SaaS resale.

Cloud-native reverse proxy and load balancer from Traefik Labs with Docker, Swarm, Kubernetes, and Consul service discovery, automatic Let's Encrypt TLS, and a middleware chain for auth and routing. Core is MIT; Traefik Enterprise adds native OIDC and WAF.

Apache 2.0 cloud-native identity and access management platform from Zitadel AG providing OIDC, OAuth 2.0, SAML 2.0, passkeys, and multi-tenant organizations in a single Go binary. Event-sourced architecture backed by Postgres.

Self-hostable web UI for LLMs from the Open WebUI project. Multi-user chat with generic OIDC authentication, shared workspaces, document RAG, MCP client support, and Python-based Pipelines and Functions for custom extensions.

Open-source AI chat platform from Danny Avila that mirrors the ChatGPT interface with multi-provider routing, plugins, MCP client, and OpenID Connect login. Docker Compose reference deployment uses MongoDB with optional MeiliSearch for conversation search.

MIT LLM engineering platform from Langfuse for tracing, prompt management, evaluation, and datasets, captured via SDK instrumentation or gateway integration. Core including OIDC SSO is in OSS; advanced RBAC, audit retention, and SCIM sit in the Enterprise tier.

Python-based AI gateway from BerriAI that proxies 100+ LLM providers behind one OpenAI-compatible API with virtual keys, hard-enforced budgets, cost dashboards, and an MCP federation endpoint. Core is MIT; SSO, JWT-to-key mapping, and audit retention sit in LiteLLM Enterprise.

Cloud and desktop platform for collecting, analyzing, and visualizing multimodal robotics data. Supports ROS 1, ROS 2, and MCAP formats with 20+ customizable panels.

Open-source navigation stack providing perception, planning, control, and localization for autonomous mobile robots and AGVs.

Open-source C++ library providing real-time simultaneous localization and mapping (SLAM) for robots and autonomous systems. Supports multiple sensor configurations including LiDAR, IMU, and odometry.

Aras Innovator is an enterprise product lifecycle management (PLM) suite built on Microsoft .NET and SQL Server. A platform for building open and adaptable PLM and digital thread solutions.

Siemens Teamcenter is a comprehensive product lifecycle management (PLM) platform that connects people and processes across the product lifecycle. It provides a single source of product information for requirements management, engineering design, manufacturing planning, and service lifecycle support

Cross-platform HMI/SCADA development environment for creating applications that deploy to Windows, Windows Embedded, and Linux edge devices. Formerly InduSoft Web Studio.

Electronic quality management system for medical devices, pharmaceuticals, and biotech. Automates gap analysis across FDA, ISO, and EMA standards with cross-mapped evidence reuse.

PTC Windchill is an enterprise PLM platform providing BOM management, engineering change control, manufacturing process management, and supply chain collaboration with SAP ERP integration.

Cloud-based electronic quality management system (eQMS) purpose-built for medical device companies. Manages design controls, risk management, CAPA, document control, and clinical data capture with built-in FDA 21 CFR Part 11 compliance.

Open-source runtime for ONNX models with hardware-specific optimizations for CPUs, GPUs, and edge devices. Supports inferencing and training across multiple ML frameworks.

Tulip is a composable no-code platform enabling manufacturers to build production floor apps, digital workflows, and MES solutions with native AI, real-time connectivity, and GxP compliance for discrete, pharma, medical device, and aerospace industries.

K3s is a CNCF-certified Kubernetes distribution packaged as a single binary under 70MB. Built by SUSE (formerly Rancher Labs), it runs on ARM64, ARMv7, and x86_64, making it ideal for edge computing, IoT gateways, and factory-floor deployments.

FrePPLe is an open-source supply chain planning platform that helps manufacturing companies move beyond spreadsheet-based planning. It provides AI-driven demand forecasting, inventory optimization, and finite-capacity production scheduling.

Open-source parametric 3D CAD modeler built on OpenCASCADE. Supports mechanical engineering, architecture, and product design with extensive file format compatibility.

Open-source C++ motion planning framework for ROS robots. Provides trajectory generation, inverse kinematics, collision checking, and manipulation capabilities for research and commercial applications.

Cloud-native EQMS platform for document control, CAPA, audit management, and supplier quality in regulated industries.

Cloud-native CAD platform combining 3D modeling, built-in PDM, and real-time collaboration tools. Runs entirely in the browser with no installations required.

OpenSCAD creates solid 3D CAD models through a declarative scripting language. It uses constructive solid geometry and parametric modeling for precise mechanical designs, particularly popular in 3D printing workflows.

Open-source 3D printer host software that provides a web interface for remote control, monitoring, and job management. Supports plugin ecosystem with 400+ extensions.

Desktop slicing application that converts 3D models into G-code for FDM printers. Features intent profiles, material marketplace, and enterprise deployment options.

Open-source industrial automation platform for building SCADA and MES systems. Supports unlimited data points with no expiration, runs on Windows and Linux, and includes web-based HMI, redundancy, and multiple protocol drivers.

Ignition is a modular, web-based industrial automation platform that combines SCADA, IIoT, MES, and HMI capabilities with unlimited licensing. Built on open standards like OPC UA, MQTT, and SQL, it enables rapid development and deployment of industrial applications across enterprises of any size.

Cloud-native secrets management platform that centralizes API keys, database credentials, and configuration across environments. Features automated secret rotation, fine-grained access controls, and native integrations with major cloud providers and CI/CD pipelines.

Web-based notebook environment that combines live code, equations, narrative text, and rich output. Supports 40+ programming languages with modular architecture for data science and scientific computing.