A scalable MCP server enabling structured model-context exchange and context-aware routing across AI workloads.

Modular platform for efficient, interoperable context sharing with pluggable stores and extensible tooling.

MCP Client and Servers Implementation

Standardized interface linking LLMs to diverse data sources and tools via a secure, observable gateway.

Open standard enabling LLMs to connect to data sources and tools via interoperable connectors and vendor-agnostic integrations.

Modular context routing with multiple transports, coordinating math and weather tools via a lightweight client.

MCP demos

ModelContextProtocol Demo

Lightweight bridge enabling LLMs to safely execute real-world tasks via structured tool calls with modular, transparent execution.

MCP Model Context Protocol

A powerful NestJS backend that bridges OpenAI's Agent framework with MCP (Model Context Protocol) servers, enabling AI assistants to execute real-world actions through natural language requests.

Bridges Claude with stock data, technical indicators, and market news for data-driven investment conversations.

Command-line travel assistant that fetches three Airbnb-style listings for any location via a graph-driven workflow and fast Groq-LLaMA-3 inference.

a Model Context Protocol (MCP) tool that gives access to AIH prestashop stores and run some tasks like getting orders with filters, generating invoices.. and more

Template enabling modular agent collaboration via MCP and A2A, with local STDIO and remote HTTP transport for tool access and memory integration.

Comprehensive toolkit with 50+ AI-powered tools for text analysis, writing, translation, and business tasks, built on .NET 9.

Automatically expose any OpenAPI 3.x spec as an MCP endpoint for AI agents. Zero-glue integration between REST APIs and Anthropic's Model Context Protocol.

Modular agent system routing queries to specialized agents with memory, explainable reasoning, and dynamic context management.

Real-time MMK exchange rates exposed via a lightweight MCP server with live data from the Central Bank of Myanmar.

Real-time stock data lookups and ticker searches through distributed agent-to-agent systems with natural language interaction.

Unified real-time data and research templates for blockchain insights with NFT, DeFi, governance, and on-chain analytics

CLI tool enabling GitHub operations and OpenAI queries leveraging contextual protocol with secure environment key management.

Spring Boot application demonstrating a Model Context Protocol client with chat request handling and configurable endpoints.

Go-based temperature tool that proxies location queries to a local HTTP service via MCP.