Weather-focused context protocol tool processing climate requests with an inspector for debugging and rapid TSX testing.

Dedicated MCP server that scrapes Khaleej Times headlines and full articles via simple tools and CLI integration.

UTC sunrise/sunset calculator with polar day/night detection, Docker-ready PHP 8.4, MCP-compatible.

FastMCP 2.0 demo server with minimal boilerplate, showcasing system metrics, mock data, and ready-made templates for prompts and reports.

Production-ready platform delivering celestial ephemeris, orbital mechanics, and mission analysis with STDIO and HTTP SSE transports, powered by SPICE kernels.

Python client library for contextual data sharing using the Model Context Protocol, with lightweight footprint and straightforward Python integration.

Java-based Helidon implementation of the Model Context Protocol with SE and Declarative styles, offering docs, runnable examples, and 2024-11-05 compatibility.

Streamlined Sepolia prover setup with AI-assisted init, hardware calibration, and dockerized deployment for reliable proofs.

Model Context Protocol-compliant WooCommerce server using the official SDK, stdio transport, robust validation, and Claude Desktop compatibility.

Rust-based agent framework with composable workflows, lifecycle management, LLM integration, telemetry, and multi-terminal interfaces.

Model Context Protocol (MCP) for Intelligent Data Analytics Description: In this project, I developed a smart backend architecture called MCP (Model Context Protocol) — a system designed to act as a bridge between natural language user queries and structured data from two databases: MongoDB and MySQL.

Lightweight, type-safe Haskell MCP server with extensible adapters and robust async I/O for flexible model-context workflows.

FastAPI-based agent scraping university data, retrieving official sites, deadlines, and CS rankings using LangChain and OpenAI.

WebSocket-based transport enabling efficient streaming LLM interactions with local models and extensible request handling for flexible workflows.

Exposes ESA.io data in MCP format with a CLI setup, endpoints, and Cloud Desktop-ready integration.

Guides building a Python MCP instance with modular tools, dynamic resources, and production deployment guidance via the MCP SDK.

Enables rich, bidirectional context sharing between IDA Pro and AI tooling with structured contexts and extensible adapters for enhanced reverse engineering workflows.

Model Context Protocol

Modular stdio transport toolkit for MCP, optimized for Cursor IDE, enabling pluggable, event-driven workflows across channels.

model context protocol

Bridges natural language prompts to conda operations, enabling env management, builds, and system insights.

mcp server

MCP server

Pilot MCP Servers