Awesome MCP Servers

Put performance and error data directly in the hands of your AI assistant.

Official MCP server for Sentry.

Interact with the Sentry API to monitor application errors and performance.

Retrieve and analyze issues, error reports, and debugging information from Sentry.io.

An MCP server for interacting with the Sentry error tracking and performance monitoring platform.

A server for processing semantic embeddings, requiring external data files mounted via a Docker volume.

A proxy that connects local STDIO with remote MCP servers, enabling IDEs to use MCP without extra infrastructure.

An MCP agent that utilizes a Multi-Agent System (MAS) for sequential thinking and problem-solving.

A coding agent toolkit that provides an LLM with IDE-like capabilities for semantic code retrieval and editing directly in your codebase.

A personal server for securely storing and accessing API keys using the macOS Keychain.

An MCP server for Claude Code CLI that provides persistent session management, entity tracking, and context preservation across development sessions.

A powerful and flexible MCP server designed to enhance the development experience with Shadcn UI components, providing tools for component management, documentation, and installation.

An AI agent that helps developers instantly create high-quality UI components for shadcn-vue.

Provides structured data for shadcn/ui components, including descriptions, installation instructions, usage examples, and props.

Provides context about shadcn/ui components, including structure, usage, and installation for React, Svelte, and Vue.

Query and interact with ShaderToy shaders using large language models.

Monitors shadow-cljs builds and provides real-time build status updates.

Video transcoding, packaging, and analysis using the Shaka Packager tool, integrated with Claude AI.

A multi-agent AI-powered research and code assistant. Requires external API keys for LLM providers, web search, and secure code execution.

Execute pre-configured and secure shell commands via a Go-based MCP server.

Execute shell commands safely on a remote server.

Securely execute shell commands with whitelisting, resource limits, and timeout controls for LLMs.

Executes secure shell commands with configurable directory, shell, and timeout validation.

An MCP server for executing shell commands, requiring Node.js 18 or newer.

A persistent IPython workspace for data analysis, log processing, and multi-agent collaboration.

The Shipyard CLI provides an MCP server for agents to manage Shipyard environments directly: by pulling logs, comparing branches, running tests, and stopping/starting environments..

A command-line tool for interacting with Shopify's Admin GraphQL API, Functions, and Polaris Web Components.

An MCP server for querying Loki logs via logcli.

A starter MCP server built with TypeScript and the official MCP SDK, featuring example tools like echo, add, time, and flight status.

A MCP server for SimpleLocalize, a translation management system. Requires a SimpleLocalize API key.

Integrates LLM applications with RAG data sources and tools using the Model Context Protocol.