#mcp_llm

Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors

MCP server to run Pipelex pipelines

A Model Context Protocol (MCP) server for providing your public IP to LLMs

A CLI tool for enhancing Claude Desktop with additional capabilities and workflows

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

python package for creating MCP servers with embedded LLM reasoning

A Model Context Protocol (MCP) server for searching barnsworthburning.net.

A Go implementation of an MCP (Model Context Protocol) server tools

Automatically generate an MCP Server from existing source code, service classes, helper methods, and external MCP tools. The MCP Mediator aggregates various sources and tools into a unified system, enabling seamless automatic generation of a complete MCP Server.

MCP Hub is a comprehensive framework for building, managing, and deploying Model Context Protocol (MCP) clients and servers. It provides tools and configurations to enable seamless integration and execution of end-to-end MCP workflows.

mkinf SDK to interact with mkinf hub MCP servers

MCP server enabling Image Generation for LLMs, built in Python and integrated with Together AI.

A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content.

Memory Control Protocol (MCP) server for the Agentic Memory (A-MEM) system - a flexible, dynamic memory system for LLM agents

Unity Catalog AI Model Context Protocol Server

Memory Control Protocol (MCP) server for the Agentic Memory (A-MEM) system - a flexible, dynamic memory system for LLM agents

Unity MCP server, providing a bridge between the Unity Editor and external Large Language Models (LLMs) or cloud-based AI agents.

A MS excel server based on modelcontextprotocol

AI-powered todo assistant with Google Calendar integration using OpenAI's API and Model Context Protocol (MCP) support for natural language task management.

Server side MCP implementation for Golang

A template repository for Python MCP Servers

A template repository for creating Model Context Protocol (MCP) servers in Node.js/TypeScript. This template demonstrates how to build a simple notes management system using the MCP protocol, which can be used with LLM-powered applications.

A directory of AI Agents and MCP Orchestration open source tools

Mirror of

Manage / Proxy / Secure your MCP Servers

A Model Context Protocol (MCP) server that provides tools to query BrasilAPI across different clients and LLMs. Enhance your AI apps with rich data from Brasil resources.

An MCP server implementation that integrates with optivus, providing video transcribe capabilities (e.g. YouTube, Facebook, Tiktok, etc.) for LLMs

This directory showcases various Model Context Protocol (MCP) servers. These servers enable Large Language Models (LLMs) to securely access tools and data sources from Microsoft Azure.

Let the grumpy senior dev review your code with this MCP server

A modular application API interface based on FastMCP, integrating a demo of the MCP server, FastAPI interface and LLM Agent processing capabilities | 一个基于FastMCP的模块化应用，集成了MCP服务器、FastAPI接口和LLM Agent 处理能力的 demo

MCP Server for LLMs

Asset Price MCP Server

implementation for interacting between an MCP server and an Ollama model

*Under Development* Scaffold for testing and developing with MCP Client and Server

Complete sandbox for augmenting LLM inference (local or cloud) with MCP Client-Server. Low friction testbed for MCP Server validation and agentic evaluation.

A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs.

Open Source Generic MCP Client for testing & evaluating mcp servers and agents

MCP-Server to query the experimental Anthropic Prompt Tools API

A Go-focused Model Context Protocol (MCP) server that provides idiomatic Go code generation, style guidelines, and best practices. This tool helps Language Models understand and generate high-quality Go code following established patterns and conventions.

Enhanced MCP server for GitLab: group projects listing and activity tracking

Homebrew MCP server

Interact with the SimpleLocalize API using AI assistants like Github Copilot, Claude, or in AI-powered IDEs like Cursor AI.

A Model Context Protocol (MCP) server for platform-agnostic file capabilities, including advanced search/replace and directory tree traversal

Context7 MCP Server

SushiMCP is a dev tools MCP that serves context on a roll.

A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language.

MCP server for session continuity and sandbox safety in LLM development workflows. Provides "pick up exactly where you left off" + "never break the main app" functionality.

The Ultimate Model Context Protocol (MCP) Server, providing unified access to a wide variety of useful and powerful tools.

Rails Engine with MCP compliant Spec.

Wikipedia MCP Server written in TypeScript

Basic Memory MCP server integration, for Zed Editor's Assistant.

Model Context Protocol (MCP) Swift

LLM MCP service using Springboot Java

基于 Mcp 架构的 ChatBI，是一种数据分析智能体解决方案

A unified All-in-One entrance for mcpservers, which manages various types of mcpservers.

MCP Server for StatusNow website and server monitoring solution. Allows any MCP Client to interact with your StatusNow account to list alerts, list monitors and more. MCP Created in C# .NET