Model_context_protocol

TypeScript-based backend with real-time resume-driven interactions, multi-format resume support, and SMTP email alerts, designed for modular, extensible model-context tasks.

Lightweight PoC in C# enabling model context sharing, orchestration, and cross-component hydration with pluggable backends.

Protocol enabling hosted model context with capability negotiation, real-time tool provisioning, and multi-actor coordination for dynamic AI tooling.

ModelContextProtocol

ModelContextProtocol

Beginner-friendly blueprint demonstrating end-to-end Model Context Protocol capabilities with stdio transport, tools, resources, prompts, and Claude integration.

TypeScript-based client template offering unified access to native file ops and MCP-backed tools with config-driven loading and easy server integration.

Python-based data explorer with multi-layer caching, rate-limited access, and 16 integrated tooling facets enabling AI-assisted access.

MacOS-based screen capture with OCR, text search, and automation for UI tasks

Production-ready ticketing powered by MCP, RAG search, and Semantic Kernel with Azure OpenAI.

Hybrid workflow for recipe queries with NLP search, precise category/area filters, and no API keys.

Repositorio de demostración para mostrar las capacidades del MCP (Model Context Protocol) de GitHub

Standardized MCP for GitHub API interactions with structured actions, context management, and safe workflows.

Mapbox-powered geospatial toolkit enabling AI agents to geocode, search POIs, route, isochrones, and visualize maps with seamless integrations.

Seamless GitHub workflows inside Amazon Q CLI, enabling repo management, code operations, and issue handling through natural prompts.

Bulletproof RAG agent with Context7 MCP integration, precise grounding, and a polished terminal UI, built for scalable developer workflows and reliable documentation retrieval.

A comprehensive API-powered search tool enabling natural language queries for people and companies with rich filters, TypeScript safety, and flexible authentication.

Comprehensive Opsgenie alert management with multi-transport support, notes, logs, and custom details, built on the MCP SDK.

Python toolkit delivering client libraries, utilities, and plugins for MCMAP with auto-discovery and flexible tool execution.

Roslyn-powered, cross-project static analysis with safe refactoring and real-time updates for .NET projects.

Lightweight Python implementation enabling seamless model-context sharing, dynamic tool integration, and extensible plugin support for AI workflows.

A simple workshop which aims to explore usecases of model context protocol (MCP)

PHP-based MySQL integration enabling direct DB access, SQL execution, and schema export for Windsurf IDE via MCP.