Discover Awesome MCP Servers

BCRP-MCP

Model Context Protocol server that provides access to economic and financial time series data from Peru's Central Reserve Bank, enabling AI agents to search, explore, and analyze Peru's economic indicators through a standardized interface.

MCP Production

A production-ready MCP server that integrates OpenAI with FastAPI and Redis to provide streaming agentic chat capabilities and session memory. It features built-in tools for weather, calculations, and Wikipedia searches while supporting enterprise-grade features like rate limiting and structured logging.

Rubik's Cube MCP Server

Enables AI agents to solve Rubik's Cube puzzles through systematic manipulation with standard cube notation moves. Features real-time 3D visualization and interactive controls for tracking solving progress.

mcp-byul

The Byul Finance MCP provides real-time financial data via the Byul API, including breaking economic news, the Fear & Greed Index, and an economic calendar for global events.

GeoServer MCP Server

A Model Context Protocol server that connects Large Language Models to the GeoServer REST API, enabling AI assistants to query and manipulate geospatial data through natural language.

endiagram

12 deterministic graph-theory tools for structural analysis. Describe systems in EN syntax (subject do: action needs: inputs yields: outputs) — get topology, bottlenecks, blast radius, critical paths and lot more. No AI inside the computation.

Instapaper MCP Server

Enables Claude and other MCP clients to manage Instapaper accounts by reading, saving, organizing, and analyzing articles through natural language. It supports comprehensive bookmark management, bulk operations, folder organization, and full-text content retrieval for research and synthesis.

Digital Asset Links API MCP Server

An MCP server that enables querying and managing relationships between websites and mobile apps through Google's Digital Asset Links API, auto-generated using AG2's MCP builder.

Startup Helper MCP

Provides comprehensive startup consulting services including commercial area analysis, competitor research, policy funding recommendations, startup checklists, and business trends using Kakao Map API and public data.

Obenan MCP Server

A simple note storage and management system that allows users to add, access, and summarize notes through a custom URI scheme. Supports creating summaries with configurable detail levels and provides real-time resource change notifications.

Playwright

Playwright를 사용하여 브라우저 자동화 기능을 제공하는 모델 컨텍스트 프로토콜 서버입니다. 이 서버를 통해 LLM은 웹 페이지와 상호 작용하고, 스크린샷을 찍고, 실제 브라우저 환경에서 JavaScript를 실행할 수 있습니다.

Recettes MCP Server

Enables management of culinary recipes through web scraping from sites like Marmiton.org, recipe generation, ingredient management, and querying a MongoDB database of recipes, comments, users, and utensils.

microCMS MCP Server

A Model Context Protocol server that enables AI assistants like Claude to interact with microCMS content management system through six core tools for performing CRUD operations on microCMS list-type APIs.

TIDAL MCP: My Custom Picks

A server that lets you get customized music recommendations from TIDAL based on your specific criteria, allowing you to create new playlists directly in your TIDAL account.

FastMCP Beginner MCP Servers

A beginner-friendly collection of MCP server implementations demonstrating calculator tools, web APIs with SSE transport, and RSS feed integration for AI agents. Includes examples using stdio and HTTP transports with validation via MCP Inspector.

Canadian Building Code MCP Server

Enables users to search and navigate over 22,500 indexed sections across 16 Canadian building codes and user guides. It supports keyword searches, hierarchy navigation, and optional full-text extraction from user-provided PDF documents.

Ilograph

Provides access to up-to-date Ilograph documentation and syntax validation capabilities.

mcp-ragchat

An MCP server that enables RAG-powered AI chat integration for websites by crawling content, building local vector stores, and generating embeddable chat widgets. It simplifies the setup of local chat servers with support for various LLM and embedding providers.

YFinance Trader MCP Tool

Provides stock market data and trading capabilities using the yfinance library

Excel Finance MCP

Enables comprehensive Excel operations and financial calculations including investment analysis, rental property management, expense tracking, and automated financial reporting. Supports creating Excel workbooks with advanced financial formulas, cash flow projections, and tax calculations for accounting and finance workflows.

Geocode BAN MCP

This MCP server enables geocoding of French addresses using the official Base Adresse Nationale (BAN) API. It allows users to retrieve standardized addresses, GPS coordinates, and map visualization links directly within Claude.

mcp-md2poster

An MCP server built with FastMCP that currently provides a simple mathematical addition tool. It includes environment configurations for GitHub repository integration, suggesting future functionality for managing or uploading content.

Bucketeer MCP Server

A Model Context Protocol server that enables management of feature flags in Bucketeer through CRUD operations including listing, creating, retrieving, updating, and archiving feature flags.

Random Number MCP

Production-ready MCP server that provides LLMs with essential random generation abilities, including random integers, floats, choices, shuffling, and cryptographically secure tokens.

Zaim API MCP Server

Enables users to manage their Zaim household account data through OAuth 1.0a authentication. It provides 14 tools to retrieve, create, update, and delete financial records and master data like categories and accounts.

Prompt-Optimizer-MCP-for-LLMs

A Model Context Protocol (MCP) server that provides intelligent tools for optimizing and scoring LLM prompts using deterministic heuristics.