Discover Awesome MCP Servers

dcc-mcp-blender

Enables AI clients to control Blender's 3D workflow via an embedded MCP server.

debmatic-mcp

Integrates HomeMatic smart home devices (via CCU3, RaspberryMatic, or debmatic) as MCP tools, enabling natural language query and control of rooms, devices, programs, and system variables.

oda-mcp

Enables agentic grocery shopping on Oda (Norway) and Mathem (Sweden) platforms through an MCP-compatible interface. Users can search for products, manage their shopping cart, and access order history using natural language commands.

hetzner-mcp

Model Context Protocol server for full Hetzner Cloud + Storage API automation. Exposes all official Hetzner operations as MCP tools so AI agents can manage servers, networking, load balancers, firewalls, volumes, DNS zones, and storage boxes from one server.

Shopify MCP Server

Enables interaction with Shopify stores via the Admin API for product, order, metafield, and theme management.

Google Maps Scraper

Give your AI agent live Google Maps search, review, and photo data through one secure MCP connection.

MCP Server with OpenAI Integration

Production-ready MCP server that integrates OpenAI API with extensible tool support, enabling dynamic plugin loading and knowledge search capabilities through multiple interfaces including CLI and browser UI.

Wireshark MCP Server

A containerized server that enables AI clients to perform automated network packet analysis, protocol inspection, and traffic forensics using Wireshark/tshark. It features a stateless design that synchronizes PCAP files directly from GitHub for secure and ephemeral analysis sessions.

BugForge

AI-powered QA defect reporting MCP server that generates Jira-ready defect reports with business context, reproduction steps, and priority from test scenarios and error details.

docbrain

Self-improving documentation engine that ingests Slack and GitHub PRs to detect knowledge gaps and improve documentation automatically.

FM8 MCP Server

Enables AI assistants to control Native Instruments FM8 synthesizer parameters through MIDI CC messages, allowing natural language programming of FM synthesis sounds including operator routing, frequency ratios, and modulation matrix settings.

Math Agent with Microsoft Word and Gmail Integration

Microsoft Word と Gmail の連携機能を備えた Math Agent 用の MCP サーバー

CellarTracker MCP

Connects Claude to your CellarTracker wine cellar, enabling natural language queries for inventory, drinking recommendations, purchase history, and tasting notes.

borsdata-mcp-server

MCP server that exposes the Borsdata financial data API as tools and resources for Claude, covering Nordic and Global stocks, financial reports, KPIs, stock prices, holdings, and calendars.

Patchloom

AI agent file editing via MCP: JSON/YAML/TOML, AST renames, markdown, batch.

tendfeed-mcp

Bid/no-bid intelligence for EU public tenders, built on 592,000 real TED contract awards: competition density, price corridor, SME fit and beachhead ranking. Free guest access; an API key unlocks the live board.

zrok-mcp

Enables AI agents to manage zrok tunnels, shares, and access programmatically through environment management, share creation/deletion/listing, and access control actions.

AletaIndex Narrative Intelligence

Real-time financial narrative tracking for AI agents — clustering news into structured narratives, measuring sentiment momentum, and mapping portfolio risk across 109 US equities.

appCN

MCP server for appCN - discover, search, install, and correctly use copy-paste React Native / Expo UI components (including an AI-native collection) from the live registry

API Health Check MCP Server

Monitors API endpoint health by checking availability, measuring response times, and providing detailed status reports with error handling and timeout protection for the localhost:8080/api/ticket endpoint.

MCP Server Boilerplate

A starter template for building MCP servers. It provides a clean foundation for creating custom tools, resources, and prompts for AI assistants.

Yourttoo MCP Server

MCP server for travel program search, comparison, and booking via Yourttoo API, optimized for LLMs with token-saving responses.

Wireshark MCP Server

A Model Context Protocol server that enables AI assistants to perform network packet analysis, capture, and security operations on a remote machine via Wireshark/tshark.

mcp-server-ladybug

Enables AI Assistants and IDEs to interact with LadybugDB graph databases using Cypher queries.

podcastindex-mcp

MCP server for the Podcast Index API — search podcasts, track appearances, monitor trending shows, check feed health

common_mcp

Provides system information through a single tool that returns platform details, Node version, architecture, current time, and uptime. Optionally includes hostname when specified in the request.

Support Ticket Validator

Validates support ticket data by checking required fields and returning a structured completeness status.

GLM Subagent MCP

Enables Claude Code to use GLM (Zhipu) as a cheap, full-capability subagent for file editing, code generation, and bash commands, with automatic routing between Opus and GLM based on task complexity.

droplinked MCP Extension

Enables read-only discovery and verification of products across droplinked's KYB-attested merchant network via tools for inventory, merchant, and brand attestation lookups.

Python MCP Server Examples

A collection of Python-based Model Context Protocol servers that extend AI assistant capabilities with tools for calculations, AWS services (S3 and RDS), and PostgreSQL database operations.