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PDF Reader

Provides comprehensive PDF processing capabilities, including advanced academic analysis and content extraction, optimized for agent understanding.

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Grafana

Provides desktop access to your Grafana instance by packaging the official Grafana MCP server into a Desktop Extension.

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Seal Generator

Generates official and personal seal images using Spring AI and saves them to a MinIO object storage service.

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Client Server

Provides a set of servers alongside a Streamlit chatbot for interacting with MCP functionalities.

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RAG Application

Combines a Retrieval-Augmented Generation (RAG) system with the Model Context Protocol (MCP) to create a powerful, modular AI application.

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Relay Mind

Validates AI responses using project context and Gemini, acting as a middleware bridge between Cursor IDE and AI models.

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Collection

Bridges Large Language Models to external tools and APIs through custom Model Context Protocol (MCP) server implementations.

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Weather Demo

Demonstrates basic usages of the Model Context Protocol with a Python server and client.

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Server Spike

Provides a basic MCP server ready to be consumed by Cursor or other tools.

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Server Demo

Demonstrates the implementation of a Model Context Protocol (MCP) server for context-aware communication between AI models and external tools.

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Sqlite Server

Enables MCP clients to interact with SQLite databases via a standardized JSON-RPC protocol.

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Codiff

Computes line-based diffs between two text inputs using a simple MCP server.

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Mcpserveronline

Serves automatically generated JavaScript tools from Postman API requests as an MCP-compatible server.

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Dexonline

Provides an interface for accessing Romanian dictionary data via the Dexonline API.

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Nexus

Transforms how you manage and analyze your personal information across email, social media, documents, and productivity metrics.

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YT Fetch

Provides programmatic access to the YouTube Data API v3 for comprehensive video and channel data retrieval and analysis.

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Memory

Provides a high-performance C++ server for real-time memory scanning and analysis of Windows processes, accessible via Model Context Protocol or HTTP.

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Chargebee

Provides a standardized protocol for large language models to access Chargebee product information, API details, and integration support.

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Weather Real-Time

Provides real-time weather information for cities by integrating with the Open-Meteo API within a Model Context Protocol (MCP) server.

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Prompt Optimizer

Optimizes AI prompts for clarity, specificity, and structure within the Model Context Protocol.

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API Server

Provides a modular API server built on the Model Context Protocol (MCP) designed to integrate with and expose external APIs.

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ShipEngine

Generates a Multi-Agent Conversation Protocol (MCP) server from the ShipEngine OpenAPI specification.

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Smart Shell

Execute shell commands in a cross-platform and project-aware manner for diverse development environments.

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AI Agent Pipeline

Routes queries by intent to document processing, weather services, or general chat, enabling modular, observable AI workflows with LangGraph, LangChain, ChromaDB, and LangSmith.

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Azure DevOps

Enables AI agents to interact with Azure DevOps projects, managing work items, wikis, and repositories.

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Twilio Verify

Provides an auto-generated server for the Twilio Verify API, enabling multi-agent conversation protocol interactions.

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Model Context Protocol

Establishes a standardized communication framework for managing context with AI models.

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Zaifer

Enables Python-based access to the Zaif cryptocurrency exchange API via the Model Context Protocol (MCP), allowing large language models to interact with its functionalities using natural language.

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Log

Provides a Model Context Protocol (MCP) server for AI assistants to manage processes and capture their log output for monitoring and analysis.

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Attio

Connects Large Language Models to the Attio CRM API.

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