Find The Best MCP Servers

Coding Server Demo

Demonstrates how Claude AI can be integrated into Java EE development workflows using the Model Context Protocol (MCP).

Supabase Nextjs

Implements a Model Context Protocol (MCP) server providing a simple notes system for NextJS.

PrivateGPT Server

Provides a Model Context Protocol (MCP) server implementation, enabling privateGPT as an agent for seamless integration with any MCP-compatible application.

GUARDRAIL

Provides a comprehensive security framework for Large Language Model (LLM) application ecosystems, particularly those utilizing the Model Context Protocol (MCP).

Django Migrations

Manages Django migrations in distributed environments by wrapping migration commands as Model Context Protocol (MCP) endpoints.

TraQ

Connects to a traQ instance as a data source for LLMs via the MCP protocol.

Mapbox

Provides a local MCP server for accessing Mapbox APIs for navigation, geocoding, and matrix calculations.

Gmail

Provides a standardized interface for managing Gmail services including email management, sending, and retrieval.

Allabolag

Provides a local Model Context Protocol (MCP) server, enabling context-aware interactions.

Gemini

Enables the use of Google's Gemini AI models through Claude or other Model Context Protocol (MCP) clients.

OpenDeepSearch

Conducts in-depth research on complex topics using iterative search and structured analysis.

KoboldCPP

Enables integration between KoboldAI's text generation and applications compatible with the Model Context Protocol (MCP).

Puppeteer Extra

Automates browser interactions with enhanced features like stealth mode to avoid bot detection.

Jos

Provides Model Context Protocol (MCP) servers based on the MCP Template for accessing documentation.

Wikipedia Image Crawler

Searches and retrieves images from Wikipedia Commons, ensuring adherence to Creative Commons licenses.

ReAct Agent

Implements a ReAct agent using LangGraph and the Model Context Protocol (MCP) to provide tools and capabilities through a unified gateway.

Msoffice Interop Word

Enables interaction with Microsoft Word documents using COM Interop on Windows via Model Context Protocol (MCP).

Simple Chatbot

Integrates the Model Context Protocol (MCP) into a command-line chatbot, supporting multiple tools via MCP servers and compatible with OpenAI API standard LLMs.

Weather Service

Provides a working implementation of a Model Context Protocol (MCP) Java SDK with a weather tool accessible via HTTP SSE.

BigQuery Analysis

Executes SQL queries against Google BigQuery, providing query validation and safe execution features.

Qqmusic Test

Provides QQ Music search functionality via the Modular Control Protocol (MCP).

Twilio Agent Payments

Processes secure payments during voice calls via the Twilio API, facilitating agent-assisted transactions with enhanced features for asynchronous callbacks and guided workflows.

Browser Use

Automates browser interactions using natural language commands via the Model Context Protocol (MCP).

Spotify

Connects Claude to Spotify, enabling music playback control and information retrieval.

Semantic Scholar

Enables interaction with the Semantic Scholar API to search for papers, retrieve paper and author details, and fetch citations and references.

FlightRadar

Retrieves real-time flight tracking and status information using the AviationStack API.

Text2Sim

Enables simulation capabilities within natural language environments by integrating with LLMs.

LangGraph IP Asset Agent

Automates the creation, minting, and registration of IP assets on Story Protocol, with automated Twitter announcements.

Turkey Weather

Provides current weather information for cities in Turkey through an MCP interface.

Command Exec

Enables secure execution of system commands via the MCP protocol using an allowlist.