#prompt

AI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity, security issues, and more through structured prompts.

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The core MCP extension for Systemprompt MCP multimodal client

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 MCP server integration.

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

This an Model Context Protocol (MCP) server that integrates Notion into your AI workflows. This server enables seamless access to Notion through MCP, allowing AI agents to interact with pages, databases, and comments.

MCP Server for using Garak LLM vulnerability scanner

A specialized Model Context Protocol (MCP) server that enables AI-powered interview roleplay scenarios

Global Notion workspace-accessible MCP server for all Notion pages within the workspace

MCP server for accessing prompts stored in MLflow Prompt Registry

An MCP server that uses a local directory to store prompt templates (default ~/.promptmcp)

⚡ C̷h̷u̷c̷k̷N̷o̷r̷r̷i̷s̷ MCP server: Helping LLMs break limits. Provides enhancement prompts inspired by elder-plinius' L1B3RT4S

Rust-based server for managing AI prompts using the Model Context Protocol (MCP)

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A Python MCP server that wraps the Gelbooru API. Connect it to any MCP-compatible client (Claude Desktop, Cursor, etc.) to search posts, look up tags, and generate Stable Diffusion prompts from real character appearance data — all directly from your AI assistant.

MCP server for Prompt Checking

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 for building real world MCP integrations.

Claude MCP Server - Intelligent Prompt Orchestration & Management

Promptopia MCP is a comprehensive MCP server that enables AI applications to efficiently manage prompt templates through the Model Context Protocol. The server provides persistent storage for both single-content prompts and sophisticated multi-message conversation templates, complete with automatic variable detection, substitution capabilities, and seamless integration with MCP-compatible AI clients. Built with TypeScript and designed for scalability, Promptopia MCP transforms how you work with AI prompts by providing a centralized, reusable prompt management system that integrates directly into your AI workflow through the standardized MCP protocol.

This helps you create a mcp server which your IDE can access to create and save prompts for you code base

An LLM-based smart terminal for lazy guys :P

This server allows you to create, organize, and serve prompt templates that can be used by MCP clients for various tasks like meeting analysis, content summarization, and blog post creation.

Japanese LLM security APIs — prompt injection detection (jpi-guard) + PII masking (PII Guard). Free to start, no credit card required.

Accepts a simple keyword, phrase, or initial brief prompt and enhances it into a detailed, high-quality prompt. This tool elevates minimal input by adding structure, context, and specificity, transforming basic ideas into effective prompts optimized for generating better and more predictable results from AI models.

This repo is dedicated to learning and working with large language models (LLMs), prompt engineering, and modern GenAI tools such as LangChain, RAG, and vector databases.

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Generates optimal Claude/OpenAI-ready prompts to build each part of the MCP server (resources, tools, prompts) from the input generated by `mcp_input_analyzer`.

A web and API-based system for managing, composing, and organizing AI prompts, with an MCP server for intetgration with common AI pltforms (Claude Desktop, Cursor, Windsurf, etc.).

An experimental MCP service for Azure AI Search in Python

This MCP (Model Context Protocol) server allows you to search for high-quality AI art prompts directly from Banana Prompts (https://bananaprompts.fun). Explore a curated collection of Nano Banana prompts to inspire your next creation.

CTX: The missing link between your codebase and your LLM. Context as Code (CaC) tool with MCP server inside.

The open-source interface for AI chat. Self-hostable, developer-first, and model-agnostic.

PromptStudio - An MCP server and Application for managing AI prompts with collections, variables, execution history, and import/export capabilities.

Automatable GenAI Scripting

一个为程序员学习助力的Model Context Protocol服务器。

Transform simple questions into comprehensive, context-aware prompts by combining PromptGen’s hosted prompt-engineering techniques with code context that stays 100 % on your machine.

A Model Context Protocol (MCP) Gateway. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE).

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.

Welcome to your ultimate destination for mastering AI art. Whether you are searching for the perfect spark of inspiration or looking to fine-tune your creative workflow, BananaPrompts.org has you covered. • Explore a Massive Prompt Library: Dive into our curated collection of high-quality prompts. From photorealistic portraits to abstract digital art, discover thousands of tested prompts that guarantee stunning results. • Image to Prompt: See an image you love but don't know how to recreate it? Simply upload it to our advanced analyzer to instantly generate accurate, detailed text prompts. • AI Image Generator: Turn your words into reality. Use our integrated generation tool to visualize your ideas in seconds with state-of-the-art precision. Start Creating Now | Browse Prompts