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Communication Server

Enables real-time data communication between web pages and clients via the Model Context Protocol.

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Waifu

Retrieves anime character information through a tiny server.

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Cloudinary Environment Config

Manage Cloudinary environment settings including transformations, streaming profiles, and upload presets programmatically.

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Azure

Integrates Microsoft Azure cloud services with the Model Context Protocol to automate processes and enhance AI agents.

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Python Template

Provides a minimal template for creating Model Context Protocol (MCP) servers using the Python SDK.

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Multi-Agent Platform

Facilitates a modular, production-ready multi-agent system for advanced math, research, weather, and summarization tasks.

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Flow

Provides local and remote servers to execute FlowMCP schemas for AI–API integration.

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BCI

Integrates brain-computer interface technology with the Model Context Protocol for neural signal processing and AI interaction.

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Frankfurter

Accesses the Frankfurter API to provide real-time and historical currency exchange rates, simplifying integration for language model agents.

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Context Compose

Define, compose, and manage granular contexts for large language models, ensuring consistent and high-quality results across AI-powered development tasks.

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Brave Search Context

Integrates Brave Search into the Zed editor's AI assistant panel.

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Servers

Provides enterprise-ready server setups for integrating AI agents with various business platforms and cloud services.

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DynamoDB Read-Only

Enables querying of AWS DynamoDB databases using natural language requests via the Model Context Protocol (MCP).

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Uddeshya-23

Enables AI models to interact with Jira through a standardized Model Context Protocol interface.

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Flash Cards

Manages flash card projects using OpenAI embeddings and SQLite for semantic search and storage.

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Wizlights

Enables large language models to control WiZ smart lights through a Model Context Protocol (MCP) server.

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Shell Executor

Provides safe shell command execution capabilities for AI agents and tools like VS Code Copilot.

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Salesforce

Establishes a seamless bridge for integrating Salesforce with GenAI applications, simplifying management and data utilization.

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Adrianozagallo

Deploys a Model Context Protocol server on Azure Kubernetes Service (AKS).

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LibraryAI

Facilitates AI knowledge base creation and data processing using vector databases.

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Jenkins

Integrates the Model Context Protocol (MCP) with Jenkins to enhance CI/CD workflows through intelligent automation.

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Remote Cloudflare

Establishes a Model Context Protocol (MCP) server on Cloudflare Workers with bearer token authentication.

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Learn MCP By Building

Implement the Model Context Protocol (MCP) by building AI tools with a modular framework for creating MCP-compatible servers and clients.

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PocketBase

Provides a comprehensive Model Context Protocol (MCP) server for PocketBase, offering extensive user and superuser functionalities.

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File System

Intelligently scans directories and files, leveraging large language models to uncover deeper insights within your file system.

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Strands Q Index Perplexity

Enhances AI agent capabilities by integrating Amazon Q Business and Perplexity for efficient JIRA case management.

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Heroicons

Exposes Heroicons as resources and tools for LLMs and agentic applications.

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Ingest

Ingests APIs, SDKs, and schemas for consumption by AI models via the Model Context Protocol (MCP).

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Testing Sensei

Guides AI coding tools to adhere to language-agnostic unit testing principles.

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Example

Illustrates how to create a Model Context Protocol (MCP) server in C# for defining command-line or application-callable tools.

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