Discover Awesome MCP Servers

Jupyter Notebook MCP Server

Enables AI agents to read, edit, execute cells, and capture outputs from Jupyter notebooks directly within VS Code or Cursor via the Model Context Protocol.

code-quality-mcp

Provides deterministic Python code quality analysis using flake8, mypy, McCabe, and vulture, enabling LLMs to access real linting and type checking results.

agnes-mcp

MCP server that exposes Agnes AI's text, image, video, and multimodal capabilities as tools with up to 1M context and 4K video.

OpenAra

An open-source local MCP server for macOS that provides desktop control tools (click, type, scroll, etc.) callable from any MCP-aware client.

farshid-mcp-imageProcessing

A comprehensive OpenCV image-processing MCP server offering ~40 tools for webcam capture, image I/O, transforms, color manipulation, filtering, edge detection, object detection, and more.

Zabbix MCP Server

Provides advanced, programmable access to Zabbix monitoring data and management features, enabling querying, automation, and integration of Zabbix resources.

Nubra MCP Server

Enables interaction with the Nubra trading platform for authentication, instrument lookup, quotes, historical data, options analytics, portfolio management, report generation, screening, backtesting, and order placement via UAT environment.

MCP Stock Analysis Server

Proporciona acceso a datos bursátiles indios en tiempo real e históricos a través de la API de Yahoo Finance, lo que permite a los LLM locales recuperar información bursátil a través de agentes compatibles con MCP como Claude Desktop y Cursor.

syncause-debug-mcp

Enables AI agents to query runtime debugging facts (stack traces, logs, function arguments) captured by Syncause, allowing them to fix root causes with evidence instead of guessing.

Kanban MCP Server

Enables users to manage Kanban-style tasks with priorities, tags, and statuses (todo, in progress, done) through natural language. Provides task analytics including lead time, cycle time, and status distribution with MongoDB storage.

Duffel MCP Server

An MCP server that integrates the Duffel flights API to enable flight searching, airport code lookup, and fare detail retrieval via natural language. It allows users to search for one-way or round-trip flights and access baggage and fare conditions directly within Claude Code.

MCP Server Boilerplate

A starter template for building custom MCP servers with example implementations of tools, resources, and prompts. Includes TypeScript support and installation scripts for Claude Desktop, Cursor, and other MCP-compatible clients.

FedMCP - Federal Parliamentary Information

Provides access to Canadian federal parliamentary data (debates, bills, MPs, votes, Hansard transcripts) and legal information (case law and legislation through CanLII) for research and analysis.

FFBB MCP Server

Provides access to real-time data from the French Basketball Federation (FFBB), including live scores, standings, and competition details. It allows users to search for clubs, matches, and venues using natural language without requiring an API key.

MCP-Saptiva

An MCP server for interacting with Saptiva AI's suite of models, offering capabilities such as chat completions, chain-of-thought reasoning, and OCR. It enables users to generate semantic embeddings, access specialized prompts, and manage AI-driven workflows through a standardized interface.

MCP Server Bootcamp

A comprehensive free bootcamp that teaches the creation of Model Context Protocol (MCP) servers, covering everything from basics to advanced enterprise architectures in 7 weeks.

FileToPDF MCP server

Enables conversion of files, HTML, and Markdown to PDF through natural language, using the FileToPDF API.

Segmind MCP Server

Enables AI image and video generation using Segmind's API with 30+ models including FLUX, Stable Diffusion XL, and more, accessible through any MCP-compatible AI assistant.

mcp-gsc

MCP server for Google Search Console, enabling querying search analytics, URL inspection, sitemap management, and more via natural language.

deeplore

Self-hosted RAG-powered knowledge base that surfaces context from structured notes and transcripts, exposing each project as an MCP tool.

Crelate MCP Server

Model Context Protocol (MCP) server for the Crelate ATS/CRM API, enabling Claude Code and other MCP clients to interact with Crelate recruiting and staffing workflows.

Email MCP Server

Integrates Gmail with Claude Desktop to fetch unread emails, generate AI-powered draft replies with customizable tone and style guides, and manage your inbox through natural language commands.

Finance Agent MCP Server

Provides real-time stock price data from global markets, including the US, China, India, and Europe, without requiring API keys. It enables AI systems to retrieve financial information from trusted public sources such as NASDAQ, HKEX, and Morningstar.

PDF Generator API MCP Server

An MCP server that enables interaction with the PDF Generator API for automated document generation and management. It supports both stdio and HTTP transports, allowing AI models to create and handle PDFs using OpenAPI v4 specifications.

FastFS-MCP

A high-speed MCP server that enables AI assistants like Claude to interact with local filesystems, manage Git repositories, and provide interactive experiences through a standardized JSON-based protocol.

Personal AI Assistant MCP

Enables comprehensive personal task management through specialized MCP servers including email sending, PDF reading with OCR, web search, meeting scheduling, pizza ordering, and interactive question handling. Provides a unified chat interface for natural language interaction with all these capabilities.

Snow Day Probability Api MCP Server

Predicts the likelihood of school closures due to snowfall and severe winter weather using real-time weather data and machine learning algorithms.

Promptibus MCP

Provides AI agents with structured knowledge about 67+ generative AI models, including model recommendations, prompt formatting, parameter guidance, and validation. It acts as a prompt engineering co-pilot that helps agents use their existing tools more effectively.

My Portfolio MCP Server

A Model Context Protocol (MCP) server for managing investment portfolios, enabling transaction tracking, position management, alerts, and daily snapshots with Google Drive sync.

Transporeon Company Settings MCP Server

Provides AI assistants with intelligent access to Transporeon's internal company settings API, enabling retrieval, search, and analysis of configuration settings across multiple environments with smart pagination and search capabilities.