Discover Awesome MCP Servers

Lerian MCP Server

Provides AI assistants with comprehensive documentation, tutorials, and SDK code generation for all 5 Lerian products (Midaz, Tracer, Flowker, Reporter) through a single unified tool. Documentation-only mode with no live API access.

log-mcp

MCP server for log file analysis. Gives LLMs the ability to efficiently analyze large log files without loading them into context.

Text Counter MCP Server

Provides a tool to calculate basic text metrics including character count, characters without spaces, and word count.

Federal Register MCP Server

Enables AI assistants to search and retrieve executive orders, presidential documents, rules, and agency information from the Federal Register API through natural language queries.

SSW Rules MCP

An MCP server that enables AI agents to search and retrieve SSW Rules, a collection of 3,700+ best-practice rules, using semantic search.

GovInfo MCP Server

A Model Context Protocol server that provides LLM-friendly access to the official GovInfo API for searching and retrieving U.S. government documents including bills, laws, regulations, and other official publications.

openhab

MCP server for OpenHAB v5+ that exposes the entire REST API as tools for AI models, enabling complete control over items, things, rules, persistence, and semantic model.

kit-mcp

An agent-optimized MCP server for Kit.com (formerly ConvertKit) that enables full management of email marketing campaigns, subscribers, and broadcasts. It provides 13 composite tools covering the entire Kit V4 API with built-in rate limiting and formatted responses for efficient AI interaction.

captain-search

CLI-first web and code search for agents, with MCP support for integration with IDEs like Cursor, VS Code, and Claude Code.

mcp-graphql-bridge

A generic MCP (Model Context Protocol) server that bridges any GraphQL API to Claude Code. It introspects your GraphQL schema and exposes each query and mutation as an individual tool, letting Claude interact with your API directly.

Microsoft Dataverse MCP Server by CData

Microsoft Dataverse MCP Server by CData

mcp-powerBI-to-report

Enables discovery of Fabric/Power BI workspaces and semantic models, execution of DAX queries, and generation of executive HTML reports with visualizations.

xlwings Excel MCP Server

Enables Excel automation via natural language, providing session-based workbook management, data manipulation, formulas, charts, and formatting through the Model Context Protocol.

MSFT-Mail+Calendar

MSFT-Mail+Calendar

Polymarket Autonomous Trader

Enables autonomous trading on Polymarket prediction markets using natural language thesis descriptions, with risk management and MCP integration.

MCP Calculator Server

A calculator server that exposes mathematical functions as tools (add, subtract, multiply, divide, square, power, square root), enabling language models to perform calculations through Model Context Protocol (MCP).

Roblox Studio MCP Server

Enables AI assistants to interact directly with Roblox Studio to explore project hierarchies, edit scripts, and perform bulk object manipulations through over 37 specialized tools. This enhanced fork features long polling for near-instant responses and improved support for script editing and attribute management.

Restaurant Backend MCP Server

Enables interaction with a restaurant FastAPI backend for menu management, order processing, customer management, and analytics through natural language.

DuckDuckGo MCP Server

A basic MCP server template with example tools for echoing messages and retrieving server information. Built with FastMCP framework and supports both stdio and HTTP transports.

wrike-mcp-server

Uma implementação simples do servidor Wrike MCP para te ajudar a integrar o Wrike com suas ferramentas LLM favoritas.

ARL MCP Improved

An MCP server for AI security analysis, enabling vulnerability scanning, sensitive information leak detection, and GitHub code leak monitoring via 48 tools.

Discord Decision MCP

Enables AI agents to request user decisions and send notifications via Discord when human intervention is required during autonomous tasks. It supports blocking questions with custom options, progress reporting, and persistent state for seamless remote task management.

mcp-wrap

Wraps another MCP server to allow lifecycle management (start/stop/restart) and proxy its tools, resources, and notifications, enabling iterative development without agent reconnection.

AI Sales Analytics MCP Server

Automates sales data analysis by cleaning CSV, generating AI insights, creating interactive HTML dashboards, exporting PDF reports, and emailing them, all via MCP tools and multi-model AI fallback.

OECD MCP Server

Provides AI assistants access to over 5,000 OECD economic and statistical datasets via the SDMX API for search, analysis, and comparison across 38 countries.

ekursy-mcp-py

Enables AI tools to access student profiles, course lists, grades, page contents, and course materials from the eKursy platform via the Model Context Protocol.

mc-server-demo

Here are a few ways to interpret "Mini MCP server implementation" and their corresponding translations, along with some context: **1. Referring to a simplified, small-scale implementation of a Minecraft Protocol (MCP) server:** * **Translation:** Implementação de um servidor MCP mini/simplificado/em pequena escala. * **Explanation:** This is likely the most common interpretation. It suggests creating a basic server that handles the core Minecraft protocol but might lack advanced features, optimizations, or scalability. "Mini," "simplificado," or "em pequena escala" all convey the idea of a reduced scope. **2. Referring to a server implementation specifically designed for a "Mini MCP" (if such a thing exists as a specific project or mod):** * **Translation:** Implementação de servidor para Mini MCP. * **Explanation:** This assumes "Mini MCP" is a defined entity (e.g., a modpack, a specific version of Minecraft, or a project name). The translation is straightforward, indicating a server built to support that specific thing. You'd need more context to know what "Mini MCP" actually refers to. **3. Referring to a server implementation that uses a minimal amount of resources (memory, CPU):** * **Translation:** Implementação de um servidor MCP com uso mínimo de recursos. * **Explanation:** This focuses on the efficiency of the server. It implies a server designed to run on low-powered hardware or with limited resources. **Which translation is best depends on the context. To help me provide the most accurate translation, please tell me:** * **What is the purpose of this "Mini MCP server"?** (e.g., for testing, for a small group of friends, for a specific modpack) * **What are you trying to achieve with this implementation?** (e.g., learn about the Minecraft protocol, create a lightweight server, support a specific mod) * **Is "Mini MCP" a specific project or term you've encountered?** Once I have more information, I can give you a more precise and helpful translation.

artic-mcp

Um servidor que fornece acesso à Coleção do Art Institute of Chicago por meio de interações em linguagem natural. Este servidor permite que modelos de IA pesquisem a Coleção do Art Institute of Chicago e disponibilizem obras de arte como um Recurso.

Cellpose MCP Server

Enables AI assistants to perform cell segmentation through natural language commands, including 2D/3D segmentation, batch processing, image restoration, and custom model training.

CortexGraph

A Model Context Protocol (MCP) server providing human-like memory dynamics for AI assistants, where memories naturally fade over time unless reinforced through use.