1,983 published MCP servers in this category · page 19 of 34 · all categories
MCP服务器，提供预设的prompt工具来引导Claude执行任务
Enables applications to provide context for LLMs in a standardized way, separating the concerns of providing context from LLM interaction.
MCP server for enabling the named memory graphs to be persisted to a qdrant instance.
MCP server for Qwen Image 3 AI image generation
An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation…
A local MCP server that implements RAG (Retrieval-Augmented Generation) with sentence window retrieval.
A Model Context Protocol (MCP) server that enables Retrieval Augmented Generation (RAG). It indexes your documents and serves relevant context to Large Language Models via the MCP protocol.
MCP RAG Serverは、Model Context Protocol (MCP)に準拠したRAG（Retrieval-Augmented Generation）機能を持つPythonサーバーです。マークダウン、テキスト、パワーポイント、PDFなど複数の形式のドキュメントをデータソースとして、
MCP Server for interacting with Redis Cloud API
MCP server that exposes Redis API to AI models
Regulated-industry AI compliance: EU AI Act, APRA, NIST AI RMF, ISO 42001, AU AI Safety.
A Model Context Protocol server implementation for Replicate. Run Replicate models through a simple tool-based interface.
A Model Context Protocol (MCP) server that generates images using Replicate's FLUX model and stores them in Cloudflare R2.
# MCP-Repo2LLM ## Overview mcp-repo2llm is a MCP server that transforms code repositories into LLM-friendly formats. A powerful tool that transforms
This project enables AI models to retrieve player information, ranked stats, champion mastery, and recent match summaries.
A Model Context Protocol (MCP) server that provides advanced HTTP request capabilities for Claude and other LLMs. Built on
An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber duck debugging panel
Experimental Ruby implementation of Model Context Protocol (MCP) - A starter server framework for trying out LLM integrations
Be careful with execution of code produced by LLM on your machine, stay away from MCP servers that run Python via command line or using `eval()`. The
Adds Text-to-Speech to things like Claude Desktop and Cursor IDE.
MCP server to perform a Trivy scan and produce an SBOM in CycloneDX format.
A local-first workbench for developing, inspecting, and benchmarking MCP servers against local (LM Studio, Ollama) or remote (OpenRouter) models —
MCP server for ByteDance Seedream AI image generation
An MCP ([Model Context Protocol](https://docs.anthropic.com/en/docs/agents-and-tools/mcp)) server that provides access to Jewish texts from the
A Model Context Protocol server that gives any MCP client (Claude Desktop, Cursor, and others) access to the TranscriptFetch API: a production transcript API for YouTube, TikTok and Instagram, with…
This repository contains a collection of simple Model Context Protocol (MCP) servers designed for local execution. The included servers, such as mcp-filesystem (a clone of Anthropic's official…
MCP server designed to enhance AI-assisted development in DevContainer environments. It provides file system operations and tools to facilitate seamless collaboration between AI assistants and…
# MCP Server A Dart plugin for implementing [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) servers. This plugin allows Flutter
This project demonstrates an MCP server implemented in JavaScript using Node.js. It defines two tools: add, which takes two numeric inputs and returns their sum, and getApiKey, which retrieves the…
This repository provides an example implementation of a Model Context Protocol (MCP) server, customized for educational use in the context of Indonesian customs tariff data and Hascode API…
This project provides an MCP (Model Context Protocol) server, implemented using FastMCP, that enables Large Language Model (LLM) agents to interact programmatically with Autodesk ShotGrid via its…
This server acts as a bridge, exposing the powerful analysis capabilities of a Cortex instance as tools consumable by Model Context Protocol (MCP) clients, such as large language models like Claude.…
A Model Context Protocol server that bridges AI models with WinDbg for crash dump analysis, user-mode remote debugging, and kernel debugging.
This is a Model Context Protocol (MCP) server that provides image generation and web scraping capabilities for Windsurf.
基于 FastAPI 和 MCP（模型上下文协议），实现 AI 模型与开发环境 之间的标准化上下文交互，提升 AI 应用的可扩展性和可维护性。
Um servidor MCP (Model Context Protocol) desenvolvido para facilitar a integração entre Large Language Models (LLMs) e tarefas do Rakefile do projeto Govbox.
A powerful logical reasoning system that combines Large Language Models (LLMs) with formal theorem proving capabilities. This project leverages the MCP-Logic server to provide automated reasoning…
This is a Model Context Protocol (MCP) server that allows AI assistants (like Claude Desktop, OpenAI Agents, etc.) to parse and analyze mortgage documents. It converts Loan Estimates (LE) and…
A FastMCP server implementation for the Replicate API, providing resource-based access to AI model inference with a focus on image generation.
This is "a" version focued on enabling to web browsing from Claude app of model context procol projects. It's derived from Model Context Protocol and Anthropic's original MCP project. You can see…
A collection of Model Context Protocol (MCP) servers that extend AI model capabilities with various tools and resources.
This repository provides an implementation of a Model Context Protocol (MCP) server for AWS S3, enabling AI models, particularly Large Language
SolidPilot lets an AI model work with SolidWorks at the CAD feature level. The goal is for the model to reason in terms of "which CAD intent am I realizing?" instead of "which API method should I…
A blazing-fast Model Context Protocol (MCP) Server built with FastMCP that seamlessly combines Neo4j's graph database capabilities with advanced vector search using embeddings. This server enables…
The web3 function plugin server base on MCP of Anthropic.
The **MCPShell** is a tool that allows LLMs to safely execute **command-line tools** through the [**Model Context Protocol
Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language
MCP server for AivisSpeech text-to-speech engine
A simple MCP server for interacting with OpenAI assistants. This server allows other tools (like Claude Desktop) to create and interact with OpenAI
A minimal, reference implementation of a Model Context Protocol server with streamable HTTP transport. Built with FastMCP following the official
Model Context Protocol (MCP) server for constraint optimization and solving"
A Model Context Protocol (MCP) server for accessing and searching Standard Operating Procedures (SOPs) with Italian language support.
This is a Model Context Protocol (MCP) server that provides text-to-speech capabilities using OmniVoice AI neural Voice Design and native macOS say. It allows AI agents (like Google Antigravity…
MCP server for MS SQL Server database queries
A Model Context Protocol (MCP) server that enables Claude Code and OpenAI Codex to manage multiple SSH connections. Execute commands, transfer files, manage databases, create backups, monitor…
[!WARNING] This server signs in as a real Telegram user (not a bot). Sessions live in ~/.telegram-agent/. Treat that directory like a password.
Telegram MCP server (MTProto). Connect Claude, Cursor, Claude Code, VS Code, Codex, Cline, Windsurf to a real Telegram account — read/search/send
mcp-templateio MCP server
MCP Terminal Server - Execute commands within allowed paths
A Model Context Protocol (MCP) server that implements Anthropic's text editor tool functionality. This server allows Claude and other MCP clients to read and modify files within a specified directory.