A Model Context Protocol (MCP) server designed to assist with system design, architecture, and development workflows. Features session storage and retrieval with TOON format support for ~40% token reduction, with plans to expand into comprehensive architecture assistance tools.

Sample application for Enterprise MCP server architecture. Built with Workato Enterprise MCP. Hospitality use case, with customer- and employee-facing agentic experiences.

MCP server that enables AI assistants to interact with Github Copilot cli, leveraging copilot massive token window for large file analysis and codebase understanding

Trilium_MCP

d2l mcp server

AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enabling automated RCA and predictive analysis.

cf mcp

MEMEX is a local MCP server for managing your knowledge base of guides and contexts.

Context-optimized MCP server for web scraping. Reduces LLM token usage by 70-90% through server-side CSS filtering and HTML-to-markdown conversion.

siyuan mcp

MCP server for printing documents on macOS/Linux via CUPS

A secure MCP server that lets you retrieve data from your Runalyze account.

edu ai workshop mcp

MCP server for intelligent UI testing with natural language - test websites like a human would

Enhanced Odoo MCP server (STDIO, SSE, Streamable HTTP)

A workshop for building AI agents using the Model Context Protocol (MCP) in Python. This project demonstrates how to create MCP servers, implement custom tools, and configure intelligent agents for code analysis.

vulners mcp

cloudru containerapps mcp

Personal Knowledge Graph MCP Server - Decision intelligence for multi-agent workflows

DAT409 - Hybrid Search with Aurora PostgreSQL for MCP Retrieval

Extract metadata from .net MCP tool definitions

Outline knowledge base MCP Server

Professional and useful coffee breaks for AI agents

MCP Servers course code examples