MCP-ChatBot
MCP-ChatBot is a containerized chatbot application that uses the Modular Capability Protocol (MCP) to enable LLM interactions with external services. It…
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Spring AI Apps Project
Spring AI Apps Project is a Spring Boot application that demonstrates integrating AI capabilities using the Spring AI framework. It provides a reference…
MCP-Server
This repository contains workflow configurations for a Model Context Protocol (MCP) server that integrates AI capabilities with n8n automation platform.
MemGPT Sample
A simple, abridged MemGPT agent written in Spring Boot. Includes a running as a REST API or MCP server. Also includes a simple ChatBot App to interact with the…
SQL Server Agent - Modal Context Protocol
A Model Context Protocol (MCP) implementation enabling communication between an LLM and SQL Server. Allows users to query SQL databases using natural language…
MCP Knowledge Base
A lightweight knowledge base assistant using MCP with LLM integration. Features a streamlined server-client architecture combining custom tools with a…
🌐 Claude MCP Server Quickstart
# 🌐 Claude MCP Server Quickstart A ready-to-use implementation of the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server that integrates…
SDOF MCP - Structured Decision Optimization Framework
Structured Decision Optimization Framework (SDOF) MCP Server - Next-generation knowledge management with 5-phase optimization workflow
AgentKit Browser Automation
AgentKit Browser Automation is a browser agent built with Inngest-AgentKit and Firebase-Genkit, featuring an agent system for intelligent web navigation and…
Togello MCP Server
# Togello MCP Server Togello MCP Server exposes Togello tasks, categories, calendar memos, Google Calendar events, activity items, and activity logs through…
Deliberation
A second opinion in Claude Code or any MCP host, from GPT, Gemini, Grok, and 400+ OpenRouter models. Seven domain experts review plans, find bugs, and weigh…
CodeView MCP 🪄
AI-powered code-review toolkit: MCP server + CLI to analyze GitHub PRs with local LLM smells, cloud LLM summaries, inline comments, risk gating, and test stub…
Smart MCP Server
The Smart MCP Server stands out from other tool orchestration or AI workflow systems in a few meaningful ways: Context Awareness: Unlike many workflow engines…
MCP to LangChain/LangGraph Adapter
Addapter that turns MCP server tools into langchain usable tools
MCP + Ollama Local Tool Calling Example
# MCP + Ollama Local Tool Calling Example This project demonstrates how a local AI agent can **understand user queries** and **automatically call Python…
MCP Tools Project
Python-based MCP toolset with Echo server for testing and Browser Automation server using browser-use and LangChain for AI-driven web interactions
MCP SERVER
With this MCP, you can debug your application by querying any issue to an LLM using the latest documentation available on the web. We currently support…
PR Intent Checker GitHub Action (MCP Server Packaged)
PR Intent Checker action with packaged MCP server
Api Testing MCP
MCP server for API testing. 20 tools: HTTP requests, assertions, flows, OpenAPI import, mock data, load testing. Works with any API — local, public, or…
MCP Server - Code Review
# MCP Server - Code Review A server implementation for the Model Context Protocol (MCP) that connects Cursor to OpenRouter API via stdio, enabling code review…
langchain-box-mcp-adapter
This sample implements the Langchain MCP adapter to the Box MCP server.
MCP Server Postgres
MCP Server with PostgreSQL, uV Python, and AutoGen AI Overview This project is a modular backend server built with uV Python, powered by PostgreSQL for data…
PortOne MCP Server
PortOne MCP Server provides PortOne official documentation (Developer Center, Help Center) to LLMs, enabling accurate integration assistance and inquiry…
Python 从0到1构建MCP Server & Client
支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai