Development Tools

A workflow-based MCP server that allows AI agents to escalate questions to humans via a markdown file, preventing hallucinations by ensuring critical decisions are verified by a person.

A comprehensive MCP server providing local access to a database of 300,000+ food items for nutritional analysis and barcode lookups. It integrates authoritative public sources like the USDA to assist with recipe analysis, dietary planning, and obtaining detailed macronutrient data.

A tool that bridges Model Context Protocol with the Golioth management API, allowing LLMs to control embedded devices via RPCs and LightDB State.

An MCP server, which connects to Discord through a bot, and provides comprehensive integration with Discord.

Express REST API and MCP Server Framework is a comprehensive development framework for building RESTful APIs and MCP servers with Express.js. It provides a complete template for creating production-ready APIs using Node.js, Express, Mongoose (MongoDB), and Sequelize (SQL databases).

Express REST API Generator is a comprehensive development framework for building RESTful APIs and MCP Servers with Express.js. This project provides a complete template for creating production-ready APIs using Node.js, Express, Mongoose (MongoDB), and Sequelize (SQL databases).

This is a comprehensive curated directory of Model Context Protocol (MCP) servers and Desktop Extensions (DXT) for Claude and other AI assistants, covering categories from development tools to finance.

A PostgreSQL-backed MCP server and REST API for querying and browsing multi-platform link aggregator archives (Reddit, Voat, Ruqqus) with full-text search and AI-optimized data retrieval.

A comprehensive MCP server for interacting with GitHub emojis, providing tools to search, retrieve, and convert between emoji aliases and raw Unicode strings.

A GUI desktop application for macOS and Windows that simplifies discovering, installing, and managing Model Context Protocol (MCP) servers and their dependencies.

A comprehensive reference implementation of an eCommerce platform using .NET Aspire, featuring MCP server/client integration, semantic search, and reasoning models like DeepSeek-R1.

A browser automation MCP server based on DrissionPage and FastMCP, providing comprehensive APIs for AI-driven web control, element interaction, and network packet monitoring.

Send DMs on Instagram via your LLM

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.

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 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.

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

Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for the Agentic Era, allowing you to replace rigid, hard-coded workflows with a dynamic transparent Context Engine that provides 100% transparency.

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.

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.

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.

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

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

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 manage Postman workspaces, collections, environments, and APIs, including advanced client code generation and workflow automation through the Postman API.

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

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.

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.