Filesystem icon

Filesystem

Provides a Ruby server implementing the Model Context Protocol (MCP) for filesystem operations.

Playwright icon

Playwright

Provides browser automation capabilities for large language models to interact with web pages using Playwright.

MiniMax icon

MiniMax

Enables interaction with Text to Speech and video generation APIs.

Learning Ai icon

Learning Ai

Provides a Next.js project bootstrapped with create-next-app to assist in learning AI concepts.

Qiwei icon

Qiwei

Facilitates sending messages to Enterprise WeChat groups.

Kanta icon

Kanta

Integrates the Kanta API with language models like Claude using the Model Context Protocol for AI assistant interaction.

Weather Tool icon

Weather Tool

Retrieves weather information using a weather API and integrates with an Ollama language model.

Google Search icon

Google Search

Enables AI assistants to perform real-time web and image searches via Google's Custom Search API.

Multi Framework Usecase icon

Multi Framework Usecase

Demonstrates the integration of the MCP framework with popular tools and AI frameworks like Google ADK, LlamaIndex, and LangChain through a client-server setup.

Selenium Grid icon

Selenium Grid

Enables AI Agents to request and manage Selenium browser instances through a secure API.

Seta icon

Seta

Powers an Model Context Protocol (MCP) server with documentation sourced from a local file system.

Fullstack Application icon

Fullstack Application

Integrates Model Context Protocol capabilities within a fullstack application, showcasing real-time task management using Convex and Remix.

Gemini Server icon

Gemini Server

Exposes Google's Gemini model capabilities as MCP tools for integration with other LLMs and systems.

Zentala icon

Zentala

Provides an implementation of a Model Context Protocol (MCP) server for AI-powered transcription features.

Devcontainers icon

Devcontainers

Generates and configures development containers directly from devcontainer.json configuration files.

Mcp Example icon

Mcp Example

Performs mathematical calculations using natural language processing and OpenAI's GPT model.

OpenStreetMap icon

OpenStreetMap

Empowers LLMs with location-based services and geospatial data via the Model Context Protocol.

Prompt Cleaner icon

Prompt Cleaner

Cleans and normalizes large language model prompts, redacts sensitive information, and standardizes output formats.

Aster Info icon

Aster Info

Provides structured access to Aster DEX market data, including candlesticks, order books, trades, and funding rates.

Notion Pantry icon

Notion Pantry

Connects large language models to a Notion pantry database for intelligent food management.

Kleros Court icon

Kleros Court

Retrieves comprehensive Kleros court dispute data from multiple blockchain networks, including meta-evidence and evidence submissions.

Simple FS icon

Simple FS

Enables filesystem operations using natural language commands processed by a local LLM.

Redshift icon

Redshift

Connects to Redshift clusters for SQL query execution via the Model Context Protocol.

Coro Cpp icon

Coro Cpp

Provides a lightweight C++ coroutine library built on C++20, offering a foundational framework for Model Context Protocol (MCP) servers.

Browser icon

Browser

Automates web browser interactions, enabling session-based control over multiple instances for a wide range of tasks.

Marvel icon

Marvel

Enables interaction with Marvel characters and comics data using the Marvel Developer API.

Logstash icon

Logstash

Provides comprehensive tools and a web interface for monitoring and defining performance bottlenecks in Logstash instances.

Kai Stock Market icon

Kai Stock Market

Provides a comprehensive Model Context Protocol server for Indian and global stock market data, powered by yfinance, offering intelligent symbol resolution, real-time data, and advanced charting.

SMCP Proxy icon

SMCP Proxy

Secures Model Context Protocol (MCP) services with OIDC authentication for enterprise-grade access control.

Threat Hunting icon

Threat Hunting

Provides a production-ready Model Context Protocol server for threat hunting knowledge base systems, integrating PEAK, SQRRL, and intelligence-driven methodologies.

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