AI / ML

MCP Server Package: mcp-server-email

MCP server for Bitbucket Server

by evrimalacan

MCP сервер для AI-ассистентов (справка по синтаксису и объектной модели 1С:Предприятие)

by alkoleft

Web application for building custom Model Context Protocol (MCP) servers. Enable AI agents with custom tools and data sources through visual interface.

by djmorgan26

An extension to MCP (Model-Context-Protocol) that enables two-way asynchronous communication between LLMs and tools through the already existing MCP transport - no additional transport layer needed.

by OlaHulleberg

Time MCP server via HTTP

by cbuk100011

MCP Chain of Draft (CoD) Prompt Tool is a BYOLLM MCP (Model Context Protocol) tool that transforms your prompt using another LLM, applying CoD or CoT reasoning techniques, before delivering the final result. CoD is a novel paradigm that allows LLMs to generate minimalistic yet informative intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy. For fast setup -> scroll ↓ click "Connect"! --------------------------------------------------------------------------------------------- DO NOT be daunted by all the configurations—you can simply scroll down and hit “Connect” to get started effortlessly.

MCP server for using OpenAI compatible chat endpoints

by aiamblichus

A chatbot implementation compatible with MCP (terminal / streamlit supported)

by keli-wen

by MCP-Manager

Model Context Protocol(MCP) 编程极速入门

by liaokongVFX

Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your Chrome browser functionality to AI assistants like Claude, enabling complex browser automation, content analysis, and semantic search.

by hangwin

Connect ClickHouse to your AI assistants.

by ClickHouse

A simple CLI to run LLM prompt and implement MCP client.

by adhikasp

A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include agent mode, multi-server, model switching, streaming responses, tool management, human-in-the-loop, thinking mode, model params config, MCP prompts, custom system prompt and saved preferences. Built for developers working with local LLMs.

by jonigl

Ejemplos prácticos del Model Context Protocol (MCP): servidores, clientes e integraciones con LLMs en TypeScript, Python y Go.

by AlessioRomanoRobert

MCP Codestyle Server 是一个基于 Spring AI 实现的 Model Context Protocol (MCP) 服务器，为 IDE 和 AI 代理提供代码模板搜索和检索工具。该服务从本地缓存查找模板，并在缺失时自动从远程仓库下载元数据和文件进行修复。

by itxaiohanglover

MCP server for Confluence Server/Data Center

by evrimalacan

A FastMCP server that loads personal context from Obsidian vaults using frontmatter filtering - curate your knowledge for AI conversations.

by mattjoyce

Hands-on crash course for the Model Context Protocol (MCP) with project-based branches on Streamable-HTTP, LangChain adapters, and Docker.

by emarco177

Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants

by coleam00

This framework aims to provide crawler developers and operators with a comprehensive automated compliance detection toolset to evaluate the crawler-friendliness and potential risks of target websites. It covers three major dimensions: legal, social ethics, and technical aspects. Through multi-level risk warnings and specific recommendations, it helps plan crawler strategies reasonably to avoid legal disputes and negative social impacts while improving technical stability and efficiency.

MCP Security Solution for Agentic AI — real-time proxying, behavior analysis, and malicious tool detection

by 82ch

MCP server for fetch deepwiki.com and turn content into LLM readable markdown

by regenrek

Desktop app that automatically scans and blocks malicious MCP traffic in AI apps like Cursor, Claude, VS Code and Windsurf.

by MCP-Defender