#mcp_llm

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

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A lightweight MCP server providing a sleep tool for LLMs to wait for specified durations. Perfect for API response delays and controlled timing in AI workflows.

A Model Context Protocol (MCP) server that provides onchain tools for LLMs, allowing them to interact with the Solana network.

Composer's MCP server lets MCP-enabled LLMs like Claude backtest trading ideas and automatically invest in them for you

Screeny is a privacy-focused macOS MCP server enabling AI agents to capture screenshots of user-approved windows

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.

Rails Engine with MCP compliant Spec.

A MCP Server for Canada's Food Guide - To allow LLM's with preset webscraping tools to fetch recipes.

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

Give hands to AI. MCP server to run shell commands securely, auditably, and on demand.

🚀 mcp-use is a TypeScript library that makes it easy to connect LangChain.js-compatible LLMs with MCP servers. Build powerful, flexible AI agents with dynamic tool access and multi-server support.

MCP server to run Pipelex pipelines

A Unofficial Twitter MCP Server with cookie auth.

✨ Agentic chat experience in your terminal. Build applications using natural language.

Agent development tool-kit

基于 Mcp 架构的 ChatBI，是一种数据分析智能体解决方案

MCPfinder 🔧🤖 is a service that enables LLMs, running through client applications that support the MCP protocol, to dynamically discover and access new tools, features, and capabilities. When a user requests functionality the AI doesn’t have, it can simply ask MCP Finder to locate relevant MCP servers, expanding its toolset in real time.

MCP server for project scaffolding agent.

Basic demo for a MCP client & server

Le protocole MCP permet aux applications de fournir un contexte aux LLM de manière standardisée, en dissociant la fourniture du contexte de l'interaction réelle avec le LLM. Ce SDK Python implémente l'intégralité de la spécification MCP,

A Model Context Protocol server that provides package index querying capabilities.

Model Context Protocol (MCP) Dart

LLM MCP service using Springboot Java

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

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

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

🚀 mcp-use is a TypeScript library that makes it easy to connect LangChain.js-compatible LLMs with MCP servers. Build powerful, flexible AI agents with dynamic tool access and multi-server support.

Model Context Protocol (MCP) Swift

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

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

Wikipedia MCP Server written in TypeScript

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

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

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

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

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.

solon ai(&mcp) embedded examples

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

Homebrew MCP server

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

Universal LLM Agent based on MCP

MCP-Server to query the experimental Anthropic Prompt Tools API

Context7 MCP Server

Connect your LLM to interact with Todoist tasks and projects. Access all the Todoist API right from your LLM.

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

Mirror of

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

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

MCP Server for LLMs

Asset Price MCP Server

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

Interact with the Paddle API using AI assistants like Claude, or in AI-powered IDEs like Cursor. Manage product catalog, billing and subscriptions, and reports.

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.

implementation for interacting between an MCP server and an Ollama model

A template repository for Python 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.

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

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

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

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

Server side MCP implementation for Golang

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

MCP Server to expose the GDB debugging capabilities

A directory of AI Agents and MCP Orchestration open source tools

python package for creating MCP servers with embedded LLM reasoning

Model Context Protocol server for GraphQL

mkinf SDK to interact with mkinf hub MCP servers

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

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.

Manage / Proxy / Secure your MCP Servers

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

A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.

A Model Context Protocol (MCP) server for interacting with Twitter.

🚀 The fast, Pythonic way to build MCP servers and clients

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

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

Unity Catalog AI Model Context Protocol Server

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.

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

A MS excel server based on modelcontextprotocol

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

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.

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

An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling.