热门好用的 MCP Server 推荐
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A Model Context Protocol (MCP) server for Robot Framework test automation with custom features

A Model Context Protocol (MCP) server that enables Claude to read and manipulate in real-time through a WebSocket bridge to a Figma plugin.

A high-performance code knowledge graph server implementing the Model Context Protocol (MCP). Indexes codebases into a structured AST knowledge graph with semantic search, call graph traversal, and...

The knowledge harness for AI‑native finance. Website · Docs · 中文

is an intelligent security agent designed to integrate seamlessly with AI coding assistants (like Cursor, GitHub Copilot, Claude Code, etc.).

A Model Context Protocol (MCP) server providing AI assistants with tools to search, stream, and analyze events from Seq structured logging servers.

MCP server for controlling Android emulators and devices via ADB. Gives AI assistants the ability to see, interact with, and debug Android apps — taking screenshots, tapping elements, reading logs,...

A Model Context Protocol (MCP) server implementation for the Deepseek R1 language model. Deepseek R1 is a powerful language model optimized for reasoning tasks with a context window of 8192 tokens.

A specialized Model Context Protocol (MCP) server for Svelte 5 frontend development, providing curated knowledge, code examples, and intelligent assistance for modern Svelte development with runes,...

🧠 Kotlin MCP Server for Android app development using OpenAI, Gemini, or OpenRouter. Enables AI-assisted coding via Aider, Gradle build/test integration, Kotlin LSP, and Docker-based portability.

is an advanced Model Context Protocol (MCP) server that empowers AI assistants to generate high-quality images and vector graphics.

Memorizer is a .NET-based service that allows AI agents to store, retrieve, and search through memories using vector embeddings.

A Model Context Protocol (MCP) server implementation of Atom of Thoughts, a decomposition-based reasoning framework.

Simple MCP server library for Elixir.

A Model Context Protocol (MCP) extension for DuckDB that enables seamless integration between SQL databases and AI assistants like Claude.

An open-source MCP (Model Context Protocol) control plane. Arc Relay sits between your AI tools and MCP servers, providing auth, policy controls, traffic interception, and archiving - not just...

Query and analyze your Weights & Biases data using natural language through the Model Context Protocol.

ShotGrid MCP Server enables AI assistants like Claude, Cursor, and VS Code Copilot to interact directly with your ShotGrid (Flow Production Tracking) data.

An MCP to control Reachy Mini server or sim

一个基于Model Context Protocol (MCP)的服务器工具,专门用于将SVG图像插入到PowerPoint演示文稿中。它能够保留SVG的矢量特性,确保在PowerPoint中显示的图像保持高品质和可缩放性。

GitHub Repos Manager MCP Server that enables your MCP client (e.g., Claude Desktop, Roo Code, etc.) to interact with GitHub repositories using your GitHub personal access token.

A Model Context Protocol (MCP) server that allows controlling macOS through SwiftAutoGUI. This server provides tools for programmatically controlling the mouse and keyboard through MCP clients.

Qartez MCP X-ray vision for your codebase - built for AI agents, not humans. The first code-intelligence server designed from day one to be consumed by language models , not read by people.

OntoIndex builds a local code graph for a repository and exposes it through a CLI, an MCP server, an HTTP API, and a browser UI.