Lightweight eval framework for MCP servers, built on mcp-agent

Bridges Obsidian notes via REST with multi-url failover, HTTP/stdio transports, and health checks for reliable AI-assisted note work.

AI-powered Immich integration enabling natural-language search, geographic albums, and metadata repair with self-hosted privacy and offline operation.

A server implementation for the Model Context Protocol (MCP) in Ruby.

⚠️ DEPRECATED: Use https://github.com/neverinfamous/db-mcp instead.

Persistent memory for any AI — MCP server, HTTP API, CLI. Works with Claude, ChatGPT, Grok, Gemini, Codex, Cursor, OpenClaw, and any MCP client. 97.8% R@5 on LongMemEval. Pure SQLite FTS5, zero cloud dependencies.

Standard protocol for agent-to-agent communication with stateful orchestration, MCP-compatible and a public marketplace to discover and register agents.

MCP server for Outlook email, calendar, and contacts — let your AI assistant manage your inbox directly from the conversation.

Connect macOS Mail to AI through Model Context Protocol

DeployHQ MCP Server

Taiga UI MCP server providing documentation search and scaffolding tools.

An OpenAI App demo built with the OpenAI Apps SDK, that's ready to deploy on Render.

ignite25 LAB517 next gen aks operations with models and agents and mcps oh my

Enable AI agents and assistants to integrate seamlessly with Composable Commerce through standardized function calling

Wix MCP Server public repo

Инструмент для выгрузки синтаксис помощника в файлы

A Model Context Protocol for checking domain name registration status in bulk.

quote0 mcp

A curated collection of persona-based mcp server & tool groupings.

Learn how to build Java-based MCP Servers and Clients with LangChain4J and Quarkus

🏗️ Python MCP server for AutoCAD automation - Create walls, doors, windows & building structures programmatically via COM interface with intelligent layer management

Repository for CrewAI MCP demo codebase

AI-driven note management with DynamoDB storage, dual interfaces, model-function calls, and project-independent personal notes.

OpticStudioMCPServer