DuckDuckGo Search with MCP Agent
This project demonstrates how to use DuckDuckGo MCP Server with a LangChain Groq LLM agent to perform intelligent search tasks via MCP (Micro Component…
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Network - AI
Multi-agent orchestration MCP server with atomic shared blackboard, FSM governance, per-agent budget enforcement, and adapters for 12 AI frameworks including…
Salesforce HTTP MCP Server
A Model Context Protocol (MCP) server that integrates Salesforce with LangChain, enabling tool discovery and SOQL query execution over HTTP.
🤖 Large Language Models (LLMs)
This repo is dedicated to learning and working with large language models (LLMs), prompt engineering, and modern GenAI tools such as LangChain, RAG, and vector…
Webfetch Mcp
# webfetch-mcp  …
MCP Simple Gateway
Simple proxy server for MCP with token-based authentication support.
Agentgate
<p align="center"> <h1 align="center">AgentGate</h1> <p align="center"> <strong>Human-in-the-loop approval system for AI agents.</strong><br> Agents request…
Outlook MCP Server
# 🤖 Outlook MCP Server **AI-powered email management for Microsoft Outlook** - Search, compose, organize, and batch forward emails with natural language…
urfave-cli-mcp
urfave-cli-mcp is a Go package that reuses a urfave/cli application as a Model Context Protocol (MCP) server. It crawls the application's Command tree and…
Documentation MCP Server with Python SDK
# Documentation MCP Server with Python SDK ## Prerequisites - `uv` package manager, (optional but **highly recommended**) - claude desktop or cursor (…
🌐 MCP-Server-101
This project 🌐 is a robust implementation of the Model Context Protocol (MCP), designed to facilitate seamless integration and interaction with various…
Simple Weather MCP
# Simple Weather MCP A simple, cross-platform MCP server for weather and weather forecasts. Originates from Nipun Haldar's…
Simple MCP Server
A basic stdio & streamable http implementation of FastMCP Server
Quick Example
# Standardizing LLM Interaction with MCP Servers Model Context Protocol, or MCP, is [an open protocol that standardizes how applications provide context to…
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…
🧠 Model Context Protocol (MCP)
Demo of implementation of MCP using Langchain MCP Adapters and Ollama
Microsoft 365 MCP Server
An MCP server that lets you manage Microsoft 365 services using natural language. It translates prompts into CLI for Microsoft 365 commands, covering Entra ID…
Patronus MCP Server
# Patronus MCP Server An MCP server implementation for the Patronus SDK, providing a standardized interface for running powerful LLM system optimizations…
Semantic Sift
# 🔍 Semantic-Sift **The Reasoning-First Middleware for High-Fidelity Agentic Workflows.** [
Winforensics Mcp
<img src="icon.png" width="150" alt="WinForensics MCP"> # Windows Forensics MCP Server > **Windows DFIR from Linux** - A comprehensive forensics toolkit…
Simple MCP Client with LangGraph Agent
Simple Multi-Server MCP Client with LangChain
Simple MCP Server
# Simple MCP Server ## Setup Environment 1. Create virtual environment and activate ```bash python3 -m venv venv # Ubuntu source ./venv/bin/activate # Windows…
MCP Server for Databricks Interaction
# MCP Server for Databricks Interaction ## 1. Project Aim This project provides a server application that acts as an interface to a Databricks workspace. It…
mcp-server-diff-python
# mcp-server-diff-python An MCP server for obtaining text differences between two strings. This server leverages Python's standard library `difflib` to…