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Prompt Decorators

A standardized framework for enhancing how LLMs process and respond to prompts through composable decorators, featuring an official open standard specification and Python reference implementation with

Modex: Model Context Protocol Server & Client Library in Clojure

Modex is a Clojure MCP Library to augment your AI models with Tools, Resources & Prompts using Clojure (Model Context Protocol). Implements MCP Server & Client.

mcp-server-brian

A MCP server to retrieve transaction calldata from prompts using Brian

mcp-llms-txt

MCP server for SecretiveShell/Awesome-llms-txt. Add documentation directly into your conversation via MCP resources.

Claude Custom Prompts Server

Claude Custom Prompts MCP Server - Create and use custom prompt templates with Claude AI

azure-mcp-server

A Model Context Protocol (MCP) server that provides tools, prompts, and resources to interact with and manage Azure resources

MCP Prompt Tester

An MCP server designed to give agents the ability to test prompts

Cursor Resources

.cursorrules, MCP and MCP servers, prompts, tips and tricks

Super Secret MCP Server

Example node MCP server. When a user asks the agent for the passphrase, a special code phase is provided.

Langfuse Prompt Management MCP Server

Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the Model Context Protocol.

MCP Tools for Obsidian

Add Obsidian integrations like semantic search and custom Templater prompts to Claude or any MCP client.

MCP Guide Server (v0.1.4)

A beginner-friendly guide server that helps users understand MCP concepts, provides interactive examples, and demonstrates best practices for building MCP integrations. Features tools for exploring MC

interactive-mcp

Ask users questions from your LLM! interactive-mcp: Local, cross-platform MCP server for interactive prompts, chat & notifications.

Test

4o-image MCP Server

An MCP server implementation that integrates with 4o-image API, enabling LLMs and other AI systems to generate and edit images through a standardized protocol. Create high-quality art, 3D characters,

MCP Server

A clean architecture MCP server implementation with support for multiple transports (SSE and STDIO). Provides extensible tools, resources, and prompts following SOLID principles for real-time AI model

Building a Simple MCP Server in Python Using the MCP Python SDK

The Model Context Protocol (MCP) is a standardized way to supply context to large language models (LLMs). Using the MCP Python SDK, you can build servers that expose data (resources), functionality (t

Mcpn

orchestrate & combine prompts + MCP servers into compound MCP tools

URL-Based MCP Server

URL MCP is a proof of concept stateless MCP server builder that allows users to build MCP servers without writing or hosting code. It's intended for protocol and security experimentation rather than f

Gemini Image Generator MCP Server

MCP server for AI image generation and editing using Google's Gemini Flash models. Create images from text prompts with intelligent filename generation and strict text exclusion. Supports text-to-imag

ADEO CTI MCP Server

The Shodan MCP Server by ADEO Cybersecurity Services provides cybersecurity professionals with streamlined access to Shodan's powerful reconnaissance capabilities through an intuitive Model Context Pr

D&D Knowledge Navigator

MCP Server implementation of the DnD 5e API using resources, tools, and prompts.

Opik Mcp

Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics.

Standardizing LLM Interaction with MCP Servers

Short and sweet example MCP server / client implementation for Tools, Resources and Prompts.