A simple yet powerful agent framework for personal assistants, designed to enable intelligent interaction, multi-agent collaboration, and seamless tool integration.

Make drawings using a JavaFX canvas

Docker-ready MCP server for Home Assistant with entity management, domain summaries, automation support, and guided conversations. Includes pre-built container images for easy installation.

Curated toolkit of devtools, SDKs, libraries, and resources for Model Context Protocol projects.

Context Portal (ConPort) is a memory bank database system that effectively builds a project-specific knowledge graph, capturing entities like decisions, progress, and architecture, along with their relationships. This serves as a powerful backend for Retrieval Augmented Generation (RAG), enabling AI assistants to access precise, up-to-date project information.

ComfyUI LLM Party enables MCP-driven tool integration and versatile model support for rapid AI assistant workflows.

A simple implementation of an MCP server for dify workflows.

Taskade connects to AI assistants with 50+ tools for workspace management and automations via natural prompts.

AI-driven access to historical and real-time market data via natural-language routing and cross-asset queries.

Native Ghidra extension delivering AI-enabled analysis via a flexible, multi-window workflow with caching, prompts, and real-time insights.

code-sandbox-mcp)** – A Node.js MCP server that spins up isolated Docker - based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation

A Model Context Protocol Server to add, edit, and search videos with Video Jungle.

Build MCP Agents

Modular MCP server enabling AI assistants to securely access SmartBear tools and APIs for testing, monitoring, and contract management.

Lightweight, full-stack model-driven framework enabling multi-agent collaboration, data visualization, and CSV/table QA with modular RAG integration.

Model Context Protocol for WinDBG

An MCP server that autonomously evaluates web applications.

Server to interact with Firebase services including Firebase Authentication, Firestore, and Firebase Storage.

QL/chat-mcp) – An Open Source Cross-platform GUI Desktop application compatible with Linux, macOS, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, by AIQL**

Unofficial Go implementation of the Model Context Protocol with type-safe arguments, automatic endpoints, and modular transports for rapid, bidirectional development.

An MCP server that integrates ESP IDF commands like building and flashing code for ESP Microcontrollers using an LLM.

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.

TypeScript-based integration exposing Postman resources with collections, environments, APIs, webhooks, and RBAC for enterprise workflows.

The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.