Discover Awesome MCP Servers

Hacker News MCP Server

An MCP server that enables AI assistants to access real-time Hacker News data including top stories, story details, comments, and search functionality.

godspeed-mcp

Server that allows interaction with Godspeed task application using API.

FastAPI + FastMCP + Gemini Integration

Enables natural language interaction with FastAPI applications through Google's Gemini AI using MCP tools. Provides CRUD operations for user management and application health monitoring through conversational prompts.

Lanhu MCP Server

Connects AI assistants to Lanhu design collaboration platform for analyzing Axure prototypes, downloading UI designs, and enabling team knowledge sharing through a collaborative message board that breaks AI IDE silos.

Supabase MCP Server - Self-Hosted Edition

Enables comprehensive management of self-hosted or cloud Supabase instances with 54+ tools for database operations, authentication, storage, real-time subscriptions, migrations, monitoring, and security auditing.

MMI Architecture Analyzer

An MCP server for evaluating C# project architecture quality using the Modularity Maturity Index (MMI) framework. It provides tools for detecting layering violations, circular dependencies, and encapsulation issues with interactive D3.js visualizations.

MCP Calculator Service

A service that processes natural language requests to perform mathematical calculations by integrating Claude AI with a calculator API through the Model-Context-Protocol architecture.

Todo for AI MCP Server

Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.

FastMCP PostgreSQL Query Service

A database query service that enables users to search and retrieve data from PostgreSQL tables for Cheery Exeedcars FAQs and system menus through multiple connection methods (STDIO, HTTP, SSE).

Taiwan Stock Real-Time Analysis MCP Server

Provides real-time stock quotes, technical analysis, and intelligent trading recommendations specifically for the Taiwan stock market. Supports single and multiple stock queries, comparative analysis, and investment decision support through natural language interactions.

Git MCP Server

Provides comprehensive Git functionality to MCP clients, enabling users to manage repositories through operations like commits, diffs, and branch management via natural language. It automatically detects the current working directory and supports multi-project workflows across different local environments.

SNOTEL MCP Server

Provides access to real-time and historical snow conditions, weather data, and snowpack analysis from over 800 SNOTEL stations across the western United States through the USDA Air and Water Database API.

Global MCP Stock Server

Provides real-time access to global stock market data including current prices, historical charts, and company financial information through a Model Context Protocol (MCP) server for AI assistants.

Croft

MCP server for all of your Laravel projects - better AI pair programming, coming soon..

Traffic MCP Server

Provides traffic prediction and route optimization tools that consume a REST API to get traffic station data, predict Speed Performance Index using LSTM models, and suggest optimal routes between stations using Dijkstra's algorithm.

Alai

Create high quality presentations using AI

PyMCP

A simple, tiny, and asynchronous server and client implementation for the Modern Context Protocol that allows you to easily expose functions as remote tools using a decorator with hot-reloading capability.

Zulip MCP Server

A Model Context Protocol server that enables AI assistants like Claude to interact with Zulip workspaces, supporting capabilities such as posting messages, listing channels, sending direct messages, and accessing conversation history.

ones-wiki-mcp-server

ones-wiki-mcp-server

IBM Decision Intelligence MCP Server

Enables AI assistants to access and execute automated decision services from IBM Decision Intelligence or IBM Automation Decision Services. It exposes deployed decision operations as tools for platforms like Claude Desktop and IBM watsonx Orchestrate.

Google Drive MCP Server

Enables read-only access to multiple Google Drive accounts simultaneously through secure service account authentication. Supports listing, searching, and extracting content from Google Workspace documents, spreadsheets, and text files.

Todoist MCP Server

Enables AI assistants to manage Todoist tasks, projects, labels, sections, and comments through natural conversation. Supports comprehensive task operations including creation, updates, completion, and organization with natural language quick-add functionality.

Facebook Ads Library MCP Server

This MCP server lets you search Facebook's Ad Library, retrieve brand ads, and analyze ad images/videos using AI - all with intelligent caching and batch processing for efficiency.

LimeSurvey MCP Server

A simple server that enables management of LimeSurvey surveys and responses through MCP client integration.

FLUX MCP Server

Enables high-quality image generation using FLUX.1-dev through Claude Desktop or CLI, with automatic model unloading to save VRAM and memory-efficient bfloat16 processing.

LinkedIn MCP Server

A Model Context Protocol (MCP) server that enables interaction with LinkedIn through Claude and other AI assistants. This server allows you to scrape LinkedIn profiles, companies, jobs, and perform job searches.

Google Docs MCP

Enables reading and editing Google Docs documents, including creating documents, inserting and deleting content, formatting text, and performing find-and-replace operations through natural language.

Slack MCP

A simple Model Context Protocol server for Slack integration that enables messaging, channel management, and workspace search capabilities.

MCP-Server-Inbox

MCP server that integrates with inBox note-taking API, allowing users to create notes through any MCP client using conversation-based interactions.

Skill-to-MCP

Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.