A repository demonstrating the Model Context Protocol (MCP) for AI agent interactions

CLI chat interface with document retrieval and extensible tool integrations via Anthropic API.

NetSuite MCP Server delivers SuiteQL and REST access with OAuth 1.0a, featuring schema discovery, query building, and client-ready configuration for rapid integration.

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

A practical blueprint to assemble a context-driven MCP with modular adapters and secure data exchange.

Lightweight, MCP-powered weather assistant offering live conditions, forecasts, alerts, and coordinates via web UI, Python clients, and a Dockerized API bridge.

Demonstrates a lightweight, Tavily-backed web search workflow with stdio transport and extensible tooling for rapid model-context experimentation.

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.

Enterprise-ready Model Context Protocol server foundation with dual-mode deployment

Type-safe TypeScript backend delivering Pokemon data, stats, and battle details via PokeAPI with smart search and caching.

SF Express shipping integration enabling orders, tracking, routes, and warehousing with real-time data access for intelligent workflow orchestration.

A demo repository for MCP (Model Context Protocol) experiments and examples

Compact tool registry exposing three text helpers via Flask API and CLI, enabling JSON-driven tool calls and quick client integrations.

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

Unified MCP server enabling AI agents to query Commvault job data, SLA status, and security posture.

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

Enterprise-grade WhatSMS integration featuring 173 tools for fast, secure multi-channel messaging across SMS, WhatsApp, contacts, and OTP.

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

Unified tool suite delivering crypto/stock insights, startup ideas, CSV/PDF analytics, and web utilities via standard APIs.

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

Secure OAuth 2.1 protected flight operations: search flights, book seats, manage bookings, with real-time airport data and JWT-based access.

Gemini-powered Valorant agent assistant demonstrates a modular, policy-driven integration with Riot data, seamless tool orchestration, and on-the-fly secret handling for secure queries.

Catastropic is a community platform for Model Context Protocol (MCP) servers.