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

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

Production-ready Python CLI toolkit for deploying and securing containerized MCP endpoints with gateway routing and client templates.

Adapts MCP to automate the user's existing browser profile, preserving logged-in sessions and bypassing bot detection.

This repository showcases a practical example of using the Model Context Protocol (MCP)

Chat-driven flight discovery with automatic web interactions across airlines, memory-enabled context, and robust rate-limiting safeguards.

Decorator-based Python toolkit enabling rapid, zero-boilerplate exposure of functions as protocol endpoints with async support and type-safe schemas.

An MCP server that decomposes complex tasks into actionable subtasks, tracks progress with structured outputs, and cross-session resilience for AI agents.

AI-powered virtual journal reviewer system delivering journal-specific, personality-driven reviews with actionable feedback and diffs for editors.

AI-powered Playwright POM generation with Copilot integration for automated end-to-end testing.

Type-safe, interoperable model-context sharing for OpenStudio workflows with extensible bindings and real-time validation.

A modular Model Context Protocol implementation for the Idea Agent with CrewAI, focusing on dynamic context orchestration and cross-agent collaboration.

Contextor transforms repository docs into MDC files with front-matter, token-efficient compression, and indexed, scalable access for LLM-driven workflows.

Security-first, runtime-only keys, multi-chain Safe wallet management for AI agents with production-grade Safe SDK integration.

A unified MCP-based AI agent OS enabling cognitive memory, tool orchestration, and multi-provider models for cost-efficient automation.

Python-based toolkit providing DK-style math operations and lightweight customer/product management with UV deployment.

Production-grade WhatSMS administration with 25 tools, security, auditing, and MCP v2.1 compliance.

Demonstration of Model Context Protocol (MCP) integration with Claude Desktop

Atomic tools to search Reddit posts, comments, subreddits, and profiles with detailed results and trending insights.

Practical, hands-on exposure to the Model Context Protocol using FastMCP, highlighting practical setup and real-world integration patterns.

Demonstration repository for MCP (Model Context Protocol) tools integration

Python-based implementation enabling standardized browser actions via Selenium, with extensible actions, driver/session management, and a unified tool facade for seamless integration with LLMs and external agents.

Real-time Jenkins monitoring and automated build management powered by Claude Code, with intelligent diagnostics and Docker-based infrastructure control.

Provides Terraform validation, plan generation, init, and HCL formatting with standardized tooling for AI-assisted infrastructure tasks.