Awesome MCP Servers

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

Set up MCP servers in Claude Desktop

An MCP server for integrating with the InvoiceExpress API.

A bridge for the MCP Java SDK that enables TCP transport support while maintaining stdio compatibility for clients.

Decompile Java class files from file paths, package names, or JAR files using a JavaScript port of the CFR decompiler.

Enables secure, contextual AI interactions with Jenkins tools via the Model Context Protocol.

AI-powered Jenkins pipeline intelligence platform with natural language interface. Provides comprehensive pipeline analysis, failure prediction, optimization suggestions, and automated Jenkinsfile reconstruction using Model Context Protocol (MCP) integration.

A collection of servers for file system operations, Google search, web automation, and executing terminal commands.

Access Jupiter's swap API on the Solana blockchain.

A server for Jupyter notebook manipulation with position-based operations and VS Code integration.

A development environment for building and testing custom MCP servers with AI and VS Code integration.

Create, edit, and manage LaTeX files. Requires an external LaTeX distribution like MiKTeX, TeX Live, or MacTeX.

An MCP server with weather tools and LLaMA integration.

An MCP server for integrating local Large Language Models with MCP-compatible clients.

A low-level MCP server implementation with streamable HTTP support, configured via environment variables.

An MCP server that connects AI assistants to Go's Language Server Protocol (LSP) for advanced code analysis.

An interactive CLI tool for managing MCP server configurations in the current directory.

A full-stack application for managing Model Context Protocol (MCP) servers for Claude Desktop with a modern web interface.

A server for persistent context management in Claude AI coding assistants, using a local SQLite database for storage.

Graph visualization tools for exploring and analyzing Claude's memory data.

Generate and analyze Mermaid diagrams.

AI-powered audio generation using the MiniMax Music API.

A general-purpose server project built with TypeScript.

Analyze audio from local files, YouTube, or direct links using librosa.

Exposes local Mac system information through a simple API for AI assistants.

An intelligent server for code analysis, collection, and documentation generation using the OpenAI API.

Provides runtime debugging access to Node.js applications for code editors like Cursor or Claude Code.

A sample MCP OAuth server implementation using Next.js, providing OAuth 2.1 authentication with Google and PostgreSQL.

A TypeScript agent that integrates MCP servers with Ollama, allowing AI models to use various tools through a unified interface.

Connect to any OpenAPI-based API with built-in OAuth2 authentication management.

A high-performance MCP server for comprehensive options order flow analysis.