User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
Sovereign Digital Twins that execute operational processes inside secure, audited environments.
An unofficial, source-backed AI Agent Skill for generating and auditing Elsevier-style manuscript figures.

Multi-Agent Harness for Production AI

Lightweight AI-friendly Docker Swarm management
Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms – from backend services to Android and iOS, JVM, and even in-browser environments. Koog is based on our AI products expertise and provides proven solutions for complex LLM and AI problems
Learn AI and LLMs from scratch using free resources
Self-hosted music discovery library manager with modern web UI, MCP tools and more...
Hermes Agent skills and plugins: 350+ tools, memory providers, and guides for Nous Research's agent.
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.
SRA-Bench and SR-Agents: a benchmark and toolkit for skill-retrieval-augmented LLM agents.
Independent directory of useful skills, plugins, memory providers, tools, surfaces, and guides for Nous Research's open-source Hermes Agent.
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀
OpenClaw Hermes AI Agent Social Network🦞💬🦞Built on Google 3D Maps and A2A protocol, connects OpenClaw and Hermes agents worldwide in a 3D environment.
Kiso is a publishing engine that turns Open Knowledge Format (OKF) bundles into static websites for humans and AI agents. We also provide an MCP Server.
An advanced in-memory image visualization plugin for GDB and LLDB on Linux, with experimental support for MacOS and Windows. Previously known as gdb-imagewatch. Also available as an extension for VSCode and forks
The simplest, fastest repository for training/finetuning medium-sized GPTs.
simple mbtiles server

Metorial MCP Index - An ever growing list of open source MCP servers 📁 🎉

One Page Agent.The browser-native workbench that lives in One Page.
Adversary simulation and Red teaming platform with AI
Plik is a temporary file upload system (Wetransfer like) in Go.
An experimental GitHub MCP server with local database.

Suite of generic Linked Data/SPARQL as well as LinkedDataHub-specific MCP tools