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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Zerodha MCP Server & Client
A Python-based trading assistant that connects to a Zerodha MCP server to help users manage their trading account. It integrates with Zerodha’s API via the…
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…
PayPal
The PayPal Model Context Protocol server allows you to integrate with PayPal APIs through function calling. This protocol supports various tools to interact…
MCP Connector: Integrating AI agent with Data Warehouse in Microsoft Fabric
MCP Client and Server apps to demo integration of Azure OpenAI-based AI agent with a Data Warehouse, exposed through GraphQL in Microsoft Fabric.
🌐 MCP-Server-101
This project 🌐 is a robust implementation of the Model Context Protocol (MCP), designed to facilitate seamless integration and interaction with various…
🔍 🤖 🌐 Ollama Chat with MCP
This app demonstrates use of MCP server and client in a local model chat via Ollama that incorporates web search via Serper.
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…
Agent Broker
13 MCP tools to find, message, and book appointments at small businesses worldwide.
ForkMind
🧠 Local-first LLM state branching & debugging. Capture, visualize, branch, and regression-test LLM calls as a DAG. Free & local via Ollama, any…
Pin Wen
# Dive AI Agent 🤿 🤖  
MCP to LangChain/LangGraph Adapter
Addapter that turns MCP server tools into langchain usable tools
Suiware AI Tools and MCP Server (monorepo)
The Suiware AI Tools and MCP Server is a monorepo providing pluggable tools for the Vercel AI SDK and an MCP server that let AI assistants interact with the…
Costwright Mcp
Static worst-case token-budget analysis of LLM-agent workflows
Agent with MCP server
A simple agent that uses the OpenAI Agents Python library to interact with an MCP server. It can calculate the sum of two numbers or tell a joke.
Webpage Summary Agent with mcp-agent and qwen
Webpage Summary Agent with mcp-agent 、MCP servers and qwen.
LexiLint MCP — Offline Spell Check & BYOK Grammar for AI Assistants
Spell and grammar checking for AI assistants via Model Context Protocol. 100% offline spell check (zero tokens, zero API calls) using nspell. BYOK grammar…
Snippy
🧩 Build AI-powered MCP Tools with Azure Functions, Durable Agents & Cosmos vector search. Features orchestrated multi-agent workflows using OpenAI.
DALL-E MCP Server running on port
Image generator MCP using OpenAI DALL-E models
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…
Robrain
Shared memory across your team and your AI agents — with judgment.
MCP demo (DeepSeek as Client's LLM)
Run a MCP client & server demo with DeepSeek API
Home Assistant
Demonstrates light control in Home Assistant by comparing OpenAI function calling with a standardized protocol for external tool interaction
Vercel AI
Integrates OpenAI and Mistral models for versatile language tasks via the Vercel AI SDK.