Discover Awesome MCP Servers

WebforAI Text Extractor

Extracts clean, structured Markdown text from web pages using WebforAI, making web content easily accessible for AI model consumption through the Model Context Protocol.

notebookLM2PPT

Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoint presentations with automatic watermark removal and vector graphics preservation. It provides automated tools for slide conversion, metadata management, and document processing via the Model Context Protocol.

Enhanced MCP Server

A comprehensive MCP server with dual interfaces (stdio and web dashboard) that provides developer tools for Git operations and code search, system operations for command execution and monitoring, and data processing capabilities.

RGate MCP

Release gate agents call before they tell users a public website is ready to ship. Scans public websites across security, SEO, accessibility, legal compliance, and sustainability.

Earch MCP

Enables web search and local business data retrieval through the Brave Search API. Provides tools for web search, local points of interest, and rich search results with customizable parameters.

MCP Wyze Server

Enables control and monitoring of Wyze smart home devices through AI assistants. Supports device discovery, control (on/off, brightness, color), group management, and health tracking for scales with real-time status monitoring.

MCP Prometheus

An MCP server for Prometheus-based monitoring that enables users to query system metrics, resource usage, and PostgreSQL health across multiple environments. It supports both predefined diagnostic checks and custom PromQL execution for comprehensive server monitoring and troubleshooting.

Customized MCP Server

MCP 라이브러리와 OpenAI API를 통합하여 사용자가 날씨 도구와 같은 다양한 도구를 자연어 쿼리를 통해 상호 작용할 수 있도록 하는 서버입니다.

Documentation Fetcher & RAG Search

Enables AI assistants to fetch, index, and perform semantic RAG-based searches on API documentation from various sources. It provides tools for hybrid search and collection management, allowing users to access up-to-date documentation from projects like Gemini and FastMCP.

Brainstorm MCP

An MCP server that connects Claude to Google Sheets for enhanced brainstorming and structured data output, enabling seamless capture, organization, and manipulation of ideas directly within spreadsheets.

Buienradar MCP Server

Fetches precipitation forecasts for any location using Buienradar, providing real-time rain predictions for the next two hours based on latitude and longitude coordinates.

CMP MCP Server

Enables integration with CMP (Connectivity Management Platform) API to query and manage SIM card information, including filtering SIM lists and retrieving detailed SIM card usage statistics.

hypabase

A Python library for storing and querying n-ary relationships with provenance tracking. SQLite-backed, zero configuration.

ILP Drone Delivery MCP Server

Enables Large Language Models to interact with the ILP Drone Delivery System to plan deliveries, check drone availability, and generate route visualizations. It allows users to manage logistics tasks like capacity planning and temperature requirement matching through natural language.

mealie-mcp

Exposes Mealie recipe manager as LLM-callable tools for searching recipes, managing meal plans, and editing shopping lists.

Google Tasks MCP Server

Integrates with Google Tasks to enable searching, listing, creating, and managing tasks through the Model Context Protocol. It allows users to perform CRUD operations on tasks and clear completed items using the Google Tasks API.

MCP Document Converter

Converts DOCX files to Markdown with formatting preservation and image extraction, and provides image analysis tools for document processing workflows.

GitHub Stars MCP Server

Cloudflare로 구동되며 자연어를 사용하여 GitHub 스타 저장소를 검색하고 쿼리할 수 있게 해주는 MCP (Model Context Protocol) 서버입니다.

matlab-mcp-server-python

MCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Plotly plots, custom tools, and monitoring dashboard

CloakLLM MCP Server

Wraps CloakLLM's Python SDK to provide tools for PII detection, cloaking, and restoration within MCP-compatible clients. It enables users to sanitize sensitive data before sending it to an LLM and restore original values using unique token map IDs.

MCP Enterprise Demo - Gestion Commerciale

Enables AI assistants to interact with a commercial management system through controlled capabilities for querying orders, analyzing invoices, summarizing customer activity, and creating orders, with role-based access control and audit trails.

houan-mcp

MCP server for searching Japanese Diet bills and committee Q\&A records via the NDL Kokkai API.

Last.fm MCP Server

Enables interaction with Last.fm music data including searching for artists, albums, and tracks, accessing user listening history, and managing music preferences. Supports both read-only operations and authenticated write operations like scrobbling and loving tracks.

Alko MCP Server

Provides AI assistants with access to Finland's Alko alcohol product catalog, enabling product search across 11,900+ items, store availability checks, Vivino ratings lookup, and personalized recommendations based on food pairings and preferences.

mcp-server-moltmark

Manages agent certification by tracking trust scores, capabilities, and test results via a PostgreSQL database. It allows users to verify agent skills, report test outcomes, and automatically certify agents based on performance thresholds.

PostgreSQL MCP Server

LLM이 데이터베이스 스키마를 검사하고 읽기 전용 SQL 쿼리를 실행할 수 있도록 PostgreSQL 데이터베이스에 대한 읽기 전용 액세스를 제공합니다.

Jokes MCP Server

Enables users to fetch jokes from various categories including Chuck Norris and dad jokes through a standardized MCP interface. Demonstrates integration between Microsoft Copilot Studio and MCP servers for humor-based interactions.

Spotify Model Context Protocol

Enables creating Spotify playlists based on text descriptions by connecting Cursor editor to Spotify's API through OAuth authentication.

PAL MCP Server

A Provider Abstraction Layer that orchestrates multiple AI models (GPT-5, Gemini, O3, local models) within a single conversation, enabling multi-model code reviews, debugging, planning, and CLI-to-CLI bridging with full context preservation.