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model-context-playground

Playing around with MCP clients and servers

💬 MCP Assistant Playground

A Streamlit-based chatbot interface powered by OpenAI GPT-4o that intelligently routes user input to custom MCP tools such as GPT chat, image generation, Supabase queries, and text-to-speech.

MCP Knowledge Base

A knowledge base and experimental playground for exploring the Model Context Protocol (MCP)—understanding how hosts, servers, LLMs, and tools interact.

ms_salespower_mcp

Enables useful sales use-cases via MCP Server, for use within any common AI Chat

MCP-RAG

The MCP-RAG Server is an implementation of the Model Context Protocol (MCP) designed to enhance AI assistants by providing them with real-time access to relevant documentation through semantic vector

attAck-mcp-server

This project is an MCP (Model Context Protocol) server for querying ATT&CK (Adversarial Tactics, Techniques, and Common Knowledge) techniques and tactics. It provides a way to access and retrieve info

MCP Linux Common Utility Server

CyberMCP - Cybersecurity API Testing with MCP

CyberMCP is a Model Context Protocol (MCP) server designed for testing backend APIs for security vulnerabilities. It provides a set of specialized tools and resources that can be used by LLMs to ident

Mcp Yfinance

A MCP stdio server shim around common yFinance calls.

Wikipedia MCP Image Crawler

A Wikipedia Image Search Tool. Follows Creative Commons Licences for images and uses them in your projects via Claude Desktop/Cline.

🤖 MCP Server Terminator Test Facility

A testing ground for the MCP server terminator. Hasta la vista, bugs!

playground-cloudflare-mcp-server

AWS Common MCP Servers with CDK Deployment

Deployable MCP Servers for common AWS services (Location, S3, Aurora PG Data API) using AWS CDK.

mcp-vulnerabilities

An exploration of common MCP server vulnerabilities, along with a deep dive into MCP server prompt injection (+demonstrations for each!).

mcp-security-sandbox

MCP Security Playground - Hack with MCP Servers, MCP Clients. Try out different vulnerabilities and abuse LLMs and agents in a UI friendly experimentation lab

MySQL-MCP-Server

An MCP server that can connect to MySQL databases, which exposes the table structure as a resource, provides SQL query tools, and includes tips for common data analysis tasks.

DreamFit

DreamFit是什么 DreamFit是字节跳动团队联合清华大学深圳国际研究生院、中山大学深圳校区推出的虚拟试衣框架，专门用在轻量级服装为中心的人类图像生成。框架能显著减少模型复杂度和训练成本，基于优化文本提示和特征融合，提高生成图像的质量和一致性。DreamFit能泛化到各种服装、风格和提示指令，生成高质量的人物图像。DreamFit支持与社区控制插件的无缝集成，降低使用门槛。 Dre

Scenethesis

Scenethesis 是 NVIDIA 推出的创新框架，用在从文本生成交互式 3D 场景。框架结合大型语言模型（LLM）和视觉感知技术，基于多阶段流程实现高效生成，用 LLM 进行粗略布局规划，基于视觉模块细化布局生成图像指导，用优化模块调整物体姿态确保物理合理性，基于判断模块验证场景的空间连贯性。Scenethesis 能生成多样化的室内外场景，具有高度的真实感和物理合理性，广泛应用在虚拟内容

KuaiMod

KuaiMod 是快手推出的基于多模态大模型的短视频质量判别框架，能高效识别和过滤有害及低质量内容。框架借鉴普通法（Common Law）体系，基于案例驱动的方式动态更新审核策略，快速适应短视频平台上内容的快速变化。KuaiMod 结合视觉语言模型（VLM）和链式推理（Chain-of-Thought,中 CoT）技术，基于用户反馈进行强化学习，实现精准的内容判别。KuaiMod 离线测试准确率高

NLWeb

微软发布了名为 “NLWeb” 的开源项目，旨在简化创建网站的自然语言对话界面，使任何网站都能轻松转变为 AI 驱动的应用程序。 NLWeb 定位为 “智能体 Web 时代的 HTML”，支持自定义模型与数据交互，旨在帮助开发者轻松将网站转化为支持自然语言交互的 AI 应用，可提供 “类似 ChatGPT 的聊天界面”。 NLWeb 开源地址：https://github.com/micr