Understanding MCP Architecture: Single-Server vs Multi-Server Clients
MCP architecture demo with single-server & multi-server clients using LangGraph, AI-driven tool calls, and async communication.
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Story IP Creator Agent
The Story IP Creator Agent is a LangGraph-based tool that generates AI images using DALL-E 3, uploads them to IPFS, and registers them as IP assets on the…
Langgraph Deep Search MCP Server
A deep search server powered by LangGraph and the Google Gemini API.
Context Pipe
# ⛓️ Context-Pipe **The Universal Standard for Context Engineering.** [](htt…
Zenodo MCP
Tool-based LLM integration with Zenodo via the Model Context Protocol (MCP)
Marchward
Marchward is an Apache-2.0 open-source runtime authority for AI agents. It routes an agent's tool calls through one control point: credential mediation (the…
🚀 GitHub AI Agent
GitHub AI Agent powered by official GitHub MCP Server. Uses LangGraph and LangChain MCP Adapters. Agent is exposed on various agent transport protocols (AGNTCY…
AgenticMaid Project
AgenticMaid is a Python library designed to interact with one or more Multi-Capability Protocol (MCP) servers.
🚀 PagerDuty AI Agent
PagerDuty AI Agent powered by 1st Party MCP Server using OpenAPI Codegen, LangGraph and LangChain MCP Adapters. Agent is exposed on various agent transport…
Unified MCP Tool Graph: A Intelligence Layer for Dynamic Tool Retrieval
Instead of dumping 1000+ tools into a model’s prompt and expecting it to choose wisely, the Unified MCP Tool Graph equips your LLM with structure, clarity, and…
Costwright Mcp
Static worst-case token-budget analysis of LLM-agent workflows
HarmonyOS MCP Server
MCP server for manipulating HarmonyOS next devices.
A sample MCP server for understanding cloud spend
MCP for AWS Cost Explorer and CloudWatch logs
MCP Server for Bitcoin Lightning
# MCP Server for Bitcoin Lightning This repository uses https://github.com/ehallmark/btc-lightning-client for communicating with a local Lightning Network…
Agent Coherence
Stop AI agents from silently overwriting each other's shared files — a single-host coherence guard, TLA+-verified.
Mcp Langchain Bridge
Expose any LangChain chain, agent, or tool as an MCP server. Schema-aware tool registration, tool-call tracing, retry and timeout policies, and structured…
MCP Server and Google ADK Multi-Tool System
# MCP Server and Google ADK Multi-Tool System ## Adding a New Tool to MCP Server and Google ADK Agent System This step-by-step guide will walk through the…
JupiterOne MCP Server
# JupiterOne MCP Server A Model Context Protocol (MCP) server that provides access to JupiterOne tools. This server enables AI assistants and other MCP clients…
MCP Server Collection
# MCP Server Collection A collection of Model Context Protocol (MCP) servers designed to integrate various services and APIs with AI assistants. This project…
Solon Ai
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded…
MCP Facade
MCP Facade is a facade service that provides a unified interface for managing and interacting with multiple MCP (Machine Conversation Protocol) servers. It…
ShopSignal
# ShopSignal — DTC competitor intelligence for AI agents > Give Claude, Cursor, ChatGPT, or any MCP-compatible agent live eyes on any DTC fashion / beauty /…
Frontegg MCP Server
<div align="center"> # Frontegg MCP Server ### 96 tools — mobile-SDK audit/fix (47) + Frontegg Management API (49)…
🚀 OpenAPI to MCP Server Code Generator
This tool generates Model Context Protocol (MCP) servers from OpenAPI specifications, producing Python packages that AI assistants can use to interact with…