#graph

A Model Context Protocol server providing LLM Agents with system utilities and tools, including IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation.

Simple MCP Server w/ Shell Exec. Connect to Local via Ngrok, or Host Ubuntu24 Container via Docker

mcp-neo4j-server

MCP Server PROJ (cartographic projections and coordinate transformations )

A Model Context Protocol (MCP) server for analyzing code dependencies

MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development

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GraphQL MCP server for AI assistants

Knowledge graph-based persistent memory system

MCP Server for PrimeKG dataset

MCP server for enabling memory for Claude through a knowledge graph

MCP Memory Server with Neo4j backend for AI knowledge graph storage

Lokka is a Microsoft Graph MCP server. It can be used to query and manage resources in your Microsoft 365 tenant. This MCP server supports all Microsoft Graph APIs including update operations (limited by the permissions you grant to the app).

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A Model Control Protocol (MCP) server for exploring the GitHub GraphQL schema and executing optimized queries. Provides AI assistants with efficient GitHub data retrieval capabilities through GraphQL.

A Model Context Protocol (MCP) server implementation for Dgraph graph database, built using the [mcp-go](

Tiny MCP server with cryptography tools, sufficient to establish end-to-end encryption between LLM agents

MCP server for accessing geologic data with the Macrostrat API

Standalone MCP server for enabling memory for Claude through a knowledge graph

A Windows-compatible MCP server for querying Microsoft Graph API

A Neo4j MCP server implementation for managing graph database operations through the Model Context Protocol

A morpho server for the model context protocol

Model Context Protocol Server for NebulaGraph 3.x

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A Model Context Protocol (MCP) server that extracts content from multiple video platforms (Douyin, Bilibili, Xiaohongshu, Zhihu) and generates intelligent knowledge graphs with OCR support.

Transforms MCP tools into collaborative, reasoning agents using modern agent frameworks.

LangGraph agent tutorial adapted to use MCP servers.

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About This repository features a collection of agentic AI projects across various domains, showcasing practical applications of AI agents with different frameworks, techniques, and tools.

an local MCP server you can run on your env, connecting you to Microsoft Graph, and the complete M365 eco system.

A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows. Now with Deep Research.

MCP Server that integrates a knowledge graph and a vector database based on SQLite

This is a MCP server I built to interact with my hybrid graph rag db.

This project creates a LangGraph assistant using tool-calling supported by LLM, integrated with a local WhatsApp Mcp server for context-aware message automation.

Model Context Protocol (MCP) server for Wiki.js integration via GraphQL API. 📖 Description This project provides an MCP server for interacting with Wiki.js through GraphQL API. MCP (Model Context Protocol) is an open protocol developed by Anthropic that enables AI models to safely interact with external services and tools. The server provides a unified interface for working with Wiki.js that can be used by various AI agents and tools supporting MCP. ✨ Features 📄 Page Management Get Wiki.js pages by ID Get page content Get list of pages with sorting Smart page search (by content, titles, and metadata) Create new pages Update existing pages Delete pages 👥 User Management Get list of users Search users Create new users Update user information 🔧 Group Management Get list of user groups Manage group membership 🌐 Transports STDIO: for editor integration (Cursor, VS Code) HTTP: for web integrations and API access

This is our final project , in this we have utlized langgraph coupled with various mcp server mounted of fastapi using fastmcp to create mutlifaceted application for healthcare vendor to make them understand more about their product performance and provide suggestions and strategies

A Model Context Protocol (MCP) server that provides tools to query Erick Wendel's contributions across different platforms