Python-based MCP pair offering a weather service with an OpenAI-compatible client, emphasizing async tooling and environment-driven configuration.

Weather tooling that wraps QWeather endpoints into modular, cache-enabled tools for LLMs with flexible deployment.

Type-safe Model Context Protocol bridge enabling Claude Desktop to securely read, write, and format Google Sheets with efficient batch operations.

Unified interface to manage Dataproc resources with streamlined cluster, job, and batch orchestration.

NHS EPS FHIR-based integration enabling LLM workflows for prescription search, tracking, dispensing site discovery, with validation and EPS profiles.

Production-ready MCP server enabling real-time Aave V3 automation on Base with 22 tools, gas optimization, and AI-friendly task orchestration.

Production-ready Telos DeFi analytics and automation server with cross-chain tooling and token management.

Containerized component that orchestrates photo analysis within Kanizsa, routing requests to specialized agents via a secure HTTP API and marketplace discovery.

Playwright-powered browser automation with MCP-Kiro integration, prioritizing security, performance, and observability.

A standardized framework enabling AI agents to operate across diverse APIs with context awareness and secure, scalable stateful operations.

Zero-friction testing suite with learning mode, dynamic launcher, and interactive tool testing.

Servidor MCP universal en Java con soporte multi-LLM, herramientas extensibles, sandbox de seguridad y monitoreo en tiempo real.

High-performance DockerHub integration with advanced search, image analysis, tagging, vulnerability checks, and pull-size optimization for AI assistants.

Comprehensive OlaMap integration with 38 functions, Indian-context location intelligence, intelligent fallbacks, and rich visualization.

Lightweight FastAPI tool fetching Pokémon data via PokéAPI and simulating battles with clean, Claude-friendly endpoints.

Lightweight TypeScript toolkit fetches news via an external API, validates inputs with Zod, and sends emails via SMTP using a Model Context workflow.

demonstrates how to integrate a Model Context Protocol (MCP) server with LangGraph.js

Lightweight integration to add Anki flashcards from AI chats using AnkiConnect.

Spring AI-based blueprint for integrating tools, resources, and OpenAI with modular context concepts.

A minimal LangChain-based demonstration showing how to apply Model Context Protocol to manage and optimize LLM context.

TypeScript-based notes publisher posting text notes to Flomo via webhook, with sample prompts and note resources.

Unified Confluence content management and Splunk analytics with Ford SSO, enabling comprehensive searches, page operations, alerts, and Copilot-enabled workflows.

Auth-enabled Confluence content fetch with smart extraction and seamless IDE integration.

A comprehensive Model Context Protocol (MCP) server for weather information and forecasting