Development Tools

MCP (Model Context Protocol) Server. Provides structured access to CloudWatch Logs data for searching, analyzing, and correlating logs across AWS services to help with troubleshooting and pattern identification.

A high-performance HTTP load testing tool that allows LLMs to programmatically simulate traffic, benchmark web services, and analyze performance metrics using the Model Context Protocol.

The Defang MCP server enables developers to build, test, and deploy Docker-based applications to the cloud directly from IDEs like Cursor and VS Code. It bridges local development with secure, scalable cloud infrastructure using a Model Context Protocol interface.

A TypeScript-based MCP server that integrates with the Postman API to provide comprehensive management of collections, environments, and API schemas.

A specialized MCP server that enables AI agents to read, create, and manipulate Jupyter Notebook (.ipynb) files directly. It supports advanced operations like cell splitting, merging, and metadata editing, with native support for local and remote (SFTP) filesystems.

A unified monitoring and aggregation interface for MCP servers that provides real-time visibility, security scanning, and an interactive playground for testing tools and resources.

An MCP server that enables LLMs to manage 1Panel instances, allowing for the automation of website creation, database management, SSL certificate handling, and system monitoring.

A specialized MCP server for searching and analyzing scientific literature from PubMed, featuring advanced search capabilities, keyword trend analysis, and automated research report generation.

ReActMCP Web Search is an MCP server that provides real-time internet search capabilities using the Exa API, delivering results in Markdown format with summaries and publication dates.

A comprehensive MCP server providing Google search, Google Trends, and advanced cloud-based browser automation to navigate, interact with, and scrape dynamic web content.

A persistent memory infrastructure for AI coding assistants that analyzes codebases to learn patterns, architectural decisions, and conventions that persist across sessions.

A robust Model Context Protocol server that translates natural language into Notion API actions for managing pages, blocks, databases, comments, and users.

Agentor is a high-performance framework for building and deploying production-ready MCP servers and AI agents with a FastAPI-compatible decorator API (LiteMCP) and agent-to-agent communication protocols.

A robust MCP server that integrates Stata statistical software with AI-powered editors like VS Code and Cursor, allowing for automated data analysis, command execution, and real-time output processing.

A comprehensive MCP server that enables AI agents to manage Postman workspaces, collections, environments, and APIs, including advanced client code generation and workflow automation through the Postman API.

A Node.js MCP server that spins up isolated Docker - based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation

A comprehensive MCP server that enables AI agents to interact with the Solana blockchain, supporting token deployment, NFT minting, asset transfers, and real-time market data retrieval.

A Model Context Protocol server that facilitates secure interaction with MySQL databases, enabling AI models to query, update, and manage database structures using prepared statements.

A collection of sample MCP servers built with .NET demonstrating integrations with GitHub, Outlook, and productivity workflows like Markdown conversion and task management.

SharpTools is a Roslyn-powered MCP server that provides deep static analysis and surgical code modification for C# codebases. It features fuzzy FQN matching, automated Git-based versioning for edits, and advanced source resolution including decompilation and SourceLink.

A comprehensive MCP server for 3D printing that integrates with major printer APIs (OctoPrint, Bambu, Klipper, etc.) and provides advanced STL manipulation tools. It enables an end-to-end workflow from geometry modification and slicing to direct print control and status monitoring.

A cross-platform desktop MCP host and client that allows users to manage multiple LLMs, integrate with various MCP servers (stdio/SSE), and utilize a local knowledge base for RAG.

Eion is a shared memory and knowledge graph storage system that enables multi-agent systems to maintain persistent, searchable context across sessions using PostgreSQL and Neo4j.

A secure calculator service that evaluates mathematical expressions using Python's AST module, providing LLMs with a precise tool for numerical calculations without using eval().

A robust .NET-based MCP server for Microsoft SQL Server that enables AI agents to perform schema discovery, execute SQL queries, and manage database records.

A persistent memory and task management framework for AI coding assistants that prevents context pollution through hierarchical task tracking and summary-based context passing.

A robust MCP server for automating the JianYing video editor, enabling AI agents to manage drafts, tracks, and media elements including effects, transitions, and keyframe animations.

A robust MCP server that transforms your workstation into a remotely-accessible AI coding environment, orchestrating agents like Claude Code with real-time task management and state persistence.

A versatile MCP server proxy that dynamically converts REST API endpoints defined by OpenAPI specifications into callable MCP tools, supporting custom authentication and endpoint filtering.

The official Svelte MCP server provides access to up-to-date documentation, playground generation, and code analysis for Svelte 5 and SvelteKit projects, featuring intelligent autofixers for common patterns and migrations.