Analyzes user-described build features (e.g. database, API integration, tools) and extracts core server requirements like resources, tools, prompts, external systems, and transports needed for MCP.
命令预览
pip install mcp-input-analyzer
Sample MCP server for securities prices, historical information, etc.
An MCP server for processing Kafka events and enabling LLMs to interact with event streams
MCP知识库服务器通过多种工具提供语义搜索和数据检索功能，适用于需要快速查找和过滤信息的场景。
一个基于LanceDB和Ollama嵌入模型的Node.js向量搜索实现，用于连接数据库、创建自定义嵌入函数并执行向量相似性搜索。
This project automates email-based user registration for LLM apps using the Model Context Protocol (MCP). It acts as a simple backend that receives email addresses from users, registers them with an MCP-compatible LLM server, and returns the generated API key or access token.
Complete sandbox for augmenting LLM inference (local or cloud) with MCP Client-Server. Low friction testbed for MCP Server validation and agentic evaluation.
一个智能MCP服务器，通过高级向量搜索和语义理解，为AI助手提供对MAGMA计算代数系统手册的全面访问。
mcp-math-calculator
精确数学计算的 MCP 服务器 - 为 AI 提供 100% 准确的数学计算能力
命令预览
npx -y mcp-math-calculator [object Object]
A lightweight MCP server implementation that leverages PGLite and pgvector to perform efficient similarity searches on local Markdown documents using the Model Context Protocol (MCP).
基于Redis的上下文和高级内存服务器，提供时间序列列表、语义内存、历史汇总、临时存储和代理间通信功能，专为代理编排设计。
一个用于存储、检索和管理本地记忆数据的模型上下文协议（MCP）服务器。
An MCP (Model Context Protocol) server that provides tools and resources for accessing Monster Hunter World game data via the MHW DB API.
MCP MixSearch是一款支持多搜索引擎的高级网络搜索服务，提供智能后端选择、内容提取和高级过滤功能。
命令预览
uv run mcp-mixsearch
MCP MONI is a backend server that can execute commands like token swaps and transfers on the Monad network. It’s designed for easy integration with chat UIs or other applications.
A Model Context Protocol (MCP) server for providing your public IP to LLMs
playwright
MCP MyZ Search 是一个轻量级的搜索工具，支持多种搜索引擎，提供链接搜索和页面文本提取功能。
命令预览
npx playwright install chromium
Easy implementation for an MCP server
命令预览
pip install -r requirements.txt
A comprehensive Model Control Protocol (MCP) server for Red Hat OpenShift Cluster Manager (OCM) API operations. This server provides 12 intelligent tools for cluster management, account operations, and infrastructure monitoring.
Implement an MCP (Model Context Protocol) server with an AI agent using the OpenAI SDK and an OpenRouter base URL,
