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stop your ai from hallucinating. gives it an escape route when confused instead of false confidence.
MCP2Serial 将串口设备接入AI大模型的项目，它通过 Model Context Protocol (MCP) 将物理世界与 AI 大模型无缝连接。最终实现： - 用自然语言控制你的硬件设备 - AI 实时响应并调整物理参数 - 让你的设备具备理解和执行复杂指令的能力
ParaView-MCP is an autonomous agent that integrates multimodal large language models with ParaView through the Model Context Protocol, enabling users to create and manipulate scientific...
This is a community driven server! Contentful has released an official server which you can find here
This project uses the Model Context Protocol (MCP) to let LLMs directly understand and generate Max patches.
Read-only MCP (Model Context Protocol) server for Home Assistant. Gives AI assistants (Claude Desktop, LibreChat, Cline) full observability into your smart home — entity states, automations, scripts,...
65 tools, 30 CI-verified languages, 24 agent workflows. Single Go binary.
The missing bridge between your 10 TB cloud drive and your AI brain. Access, sync, and link everything—images, PDFs, audio, video—across devices without filling up local storage.
A server that provides a for your markdown documents. This server uses a file-based Milvus vector database to index your notes, enabling Large Language Models (LLMs) to perform semantic search and...
An ethical hacking toolkit that connects AI agents to Kali Linux security tools via MCP (Model Context Protocol).
A powerful Model Context Protocol (MCP) server that provides automated web accessibility scanning and browser automation using Playwright and Axe-core.
This repository demonstrates a simple implementation of a Model Context Protocol (MCP) server for Solana development.
DISCLAIMER: This server is still in experimental status! Use it with caution!
Transform your database into an intelligent conversational partner. Ask questions in plain English, get instant answers, and create beautiful visualizations - all through Claude Desktop or any other...
A Model Context Protocol (MCP) server that integrates with ElevenLabs text-to-speech API, featuring both a server component and a sample web-based MCP Client (SvelteKit) for managing voice generation...
Enable AI models to interact with a global network measurement platform through natural language. Give network access to any LLM.
DecompilerServer is an MCP server that decompiles and analyzes .NET assemblies. You connect it to your AI coding tool (Claude Desktop, Cursor, VS Code, Codex, etc.
Connect AI agents to your ThingsBoard IoT platform via Model Context Protocol (MCP). Query devices, manage entities, analyze telemetry, and automate operations — all through natural language.
The mcp-kubernetes is a Model Context Protocol (MCP) server that enables AI assistants to interact with Kubernetes clusters.
A Model Context Protocol (MCP) server that automates optimization and analysis using Optuna.
An MCP (Model Context Protocol) server that provides tools and resources to control and monitor Nav2 navigation operations, allowing seamless integration with Nav2-enabled robots through the MCP...
A lightweight, handcrafted implementation of the Model Context Protocol focused on what most users actually need: exposing tools with clean Python type annotations.
I created this project to solve a personal problem: I wanted to manage my Roam Research graph directly from (and other LLMs).
A Model Context Protocol (MCP) server implementation that integrates with Vectorize for advanced Vector retrieval and text extraction.