All MCP Servers

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 Model Context Protocol server for PostgreSQL that enables LLMs to query databases, inspect schemas, and perform data analysis through a controlled interface.

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).

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

A specialized deep research tool for cryptocurrency that automates token analysis using data from CoinGecko, DeFiLlama, and other web sources.

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

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

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 specialized MCP server for accessing the PubMed medical research database, enabling AI assistants to search biomedical literature, retrieve abstracts, and download open-access full-text articles via the Entrez API.

MCP proxy that aggregates multiple servers with tool filtering and customization

MCP (Model Context Protocol) Server. Solve complex logic/optimization problems using MiniZinc syntax.

A comprehensive integration that enables AI agents to manage Apache Superset via API, providing capabilities for SQL query execution, dashboard/chart manipulation, and dataset management through a conversational interface.

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

An R SDK for creating R-based MCP servers and retrieving functionality from third-party MCP servers as R functions.

Send DMs on Instagram via your LLM

A Model Context Protocol server that dynamically turns Make scenarios into tools by connecting to your Make account and identifying scenarios with 'On-Demand' scheduling.

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

Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more.

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.

MCP (Model Context Protocol) Server. Integrates with the Figma REST API to manage design system elements, enabling variable handling, file operations, and collaborative workflows.

MCP (Model Context Protocol) Server. Integrates wget-based website downloading capabilities to enable offline archiving and analysis of web content while preserving site structure.

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.

A unified platform and CLI for connecting LLMs to millions of public datasets from governments, NGOs, and companies through a modular provider system.

Turn topics, links, and files into AI-generated research notebooks — summarize, explore, and ask anything.

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.