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New Relic

Enables AI agents to query and analyze New Relic log data through the NerdGraph API.

CocoIndex Claude Code

Empower Claude Code CLI with semantic search capabilities over local documents, enabling intelligent search, LLM-powered metadata extraction, and a comprehensive knowledge base.

Jira Easy

Facilitates comprehensive Jira automation for self-hosted and enterprise instances using basic authentication.

Claude Modeling Labs

Automates interaction with Cisco Modeling Labs (CML) for network simulation and learning.

Formula One

Provides Formula One racing data, including event schedules, driver information, telemetry, and race results, through a Model Context Protocol (MCP) server.

Whatsapp Business

Facilitates interaction with the Whatsapp Business API through an auto-generated Multi-Agent Conversation Protocol (MCP) server.

MySQL

Enables AI assistants to manage MySQL databases and execute various operations using natural language commands.

Renpho

Provides access to body composition data from Renpho smart scales to MCP-compatible clients.

Memory

Exposes local persistent memory as a server for AI agents to access and utilize knowledge.

DocumentDB

Exposes DocumentDB functionality as tools for Large Language Models (LLMs) and provides an Agent-to-Agent (A2A) agent for database management.

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.

Dollhouse

Manages dynamic AI personas and offers a GitHub-powered marketplace for sharing and monetizing behavioral profiles for AI assistants.

Marker

Converts PDF files to Markdown, JSON, or HTML using advanced options and integrates with MCP clients.

Notify

Delivers desktop notifications from AI assistants to Linux systems via the Model Context Protocol.

Prompt Optimizer

Optimizes AI prompts with high-performance real-time streaming, pattern-based enhancement, and comprehensive session management capabilities.

Azure OneNote

Enables AI language models to interact with Microsoft OneNote through a standardized interface.

Ideate

Facilitates collaborative idea formation and sharing for multiple users on a web application.

Weather

Retrieves weather data from the free Open-Meteo API without requiring an API key.

Trustify

Provides an implementation of the Model Context Protocol (MCP) server for Trustify.

Chrome Browser Assistant

Transform your Chrome browser into an AI-controlled automation tool for content analysis, semantic search, and complex web interactions.

memU

Enables AI applications to access advanced memory management features through the Model Context Protocol.

Dav

Access calendars, contacts, and files via the Model Context Protocol (MCP).

Nmap

Exposes Nmap command-line functionality as Model Context Protocol (MCP) tools for comprehensive network scanning.

Code Audit

Performs intelligent, AI-powered code audits for security, quality, performance, and more using local Ollama models.

SentryFrogg

Provides a governed command plane for autonomous agents to execute infrastructure tasks across data platforms, remote shells, and web services.

Kali Pentest

Automate comprehensive penetration testing with an AI-powered framework leveraging LM Studio for autonomous decision-making.

Gateway

Manages and registers Model Context Protocol services to facilitate AI agent interactions.

Claude Memory

Enables Claude to maintain persistent long-term memory across conversations.

Serper

Enables LLMs to access and utilize Google Search results via the Serper API.

Emr Manager

Provides intelligent guidance for EMR cluster management, configuration recommendations, and monitoring capabilities.