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ReAct-agent-with-MCP-servers

by SUBHADEEP96

#langchain#langgraph+4

Stardog-MCP-Server

by vAirpower

Custom Model Context Protocol (MCP) server for Stardog knowledge graphs. Bridge AI models with semantic data through standardized tools for SPARQL, GraphQL, and schema discovery.

#graph#mcp-server+6

neo4j-mcp-server

by miltonvve

🚀 Production-ready Neo4j MCP server with multi-tenancy and Azure AKS deployment. Built for Claude Code integration with enterprise-grade features.

#ai#azure+13

neo4j-mcp-server

by RensaU

Production-ready Neo4j MCP server with multi-tenancy and Azure AKS deployment. Seamlessly integrate Claude Code with Neo4j graph databases. 🛠️🚀

#agents#ai+17

KustoGraphAssistant

by cosh

A Model Context Protocol (MCP) server that provides comprehensive guidance and best practices for creating and managing Kusto graph models in Azure Data Explorer.

#azure#azure-data-explorer+16

uk-explr

by TejBirringTM

An ETL pipeline (and REST API web server) implementation that ingests bulk data (such as CSV files from UK censuses) to produce a single stats lookup table with OA (output area) resolution; queryable by OA, LSOA (lower-layer super output area), MSOA (middle-layer super output area), LAD (local area district), or postal code.

#backend-service#data-aggregation+20

design-critique-mcp

by haasonsaas

MCP server for comprehensive visual design analysis - composition, color harmony, typography, and accessibility compliance

#accessibility#ai-tools+15

flexible-graphrag

by stevereiner

Uses LlamaIndex for graph building from content. Vector, GraphRAG, and Full text hybrid search. Docling document processing. Configurable with what graph database, vector database, search database, LLM, data sources to use. Angular, React, and Vue UIs MCP server support

#alfresco#graphrag+8

gimp-mcp-server

by slliws

MCP Server for GIMP - AI Assistant for Image Editing

#ai#gimp+6

baseql-mcp

by xFoundry

MCP server for querying Airtable and Google Sheets via BaseQL GraphQL API

#airtable#baseql+5

sourcegraph-mcp

by divar-ir

MCP server for Sourcegraph codesearch

#ai#codesearch+4

mcp-template

by seyfi1232

MCP Template is a Node.js server template with TypeScript support, featuring stdio and SSE transport modes. Ideal for building Model Context Protocol servers. 🌐🚀

#agents#claude+18

mcp-chatbot

by subho004

mcp-chatbot is a modular chatbot built with LangChain MCP that can perform math calculations, fetch real-time weather data, and search the web. It uses local tools for math and search, and an MCP server for weather, making it easy to extend with additional tools or APIs.

#ai-agents#chatbot+14

effect-mcp

by Jpee1

This repository hosts the effect-mcp server, which provides tools for accessing Effect documentation. 🚀 You can easily run it with Docker and integrate it with Claude Code for streamlined usage. 🐙

#after-effects#ai+16

local-RAG-backend

by suwa-sh

This is the backend for a RAG system that runs on Docker Compose. It registers documents in a wide range of file formats, which can be searched using the MCP server.

#ai#changes-over-time+19

zero-vector-3

by fernicar

A comprehensive Model Context Protocol (MCP) server for Zero-Vector's hybrid vector-graph persona and memory management system with advanced LangGraph workflow capabilities.

#faiss-vector-database#kg+8

networkx-mcp-server

by Bright-L01

Production-ready MCP server for graph analysis powered by NetworkX. 39 graph analysis tools with enterprise-grade reliability, security, and performance.

#algorithms#graph-analysis+6

qdrant-neo4j-crawl4ai-mcp

by BjornMelin

MCP server combining Qdrant vector search, Neo4j knowledge graphs, and Crawl4AI web intelligence with agentic RAG capabilities. FastMCP 2.0 architecture with enterprise security, monitoring, and Kubernetes deployment. AI/ML engineering powerhouse.

#agentic-rag#ai+18

deliberate-reasoning-engine

by haasonsaas

MCP server that transforms linear AI reasoning into structured, auditable thought graphs

#ai#anthropic+10

qdrant-neo4j-crawl4ai-mcp

by isfnr1

Discover the Qdrant Neo4j Crawl4AI MCP Server, a powerful tool for intelligent AI coordination using vector and graph intelligence. 🌐🚀

#agentic-rag#ai+18

Microsoft-Graph-MCP

by JackInSightsV2

Microsoft Graph MCP Server - Using Microsoft Python Graph SDK

#graph#mcp+7

mcp-server-vector-search

by miosomos

MCP Server to improve LLM context through vector search.

#knowledge-graph#llm+5

mcp-playground

by Elkhn

A Streamlit-based chat app for LLMs with plug-and-play tool support via Multi-Server Command Protocol (MCP), powered by LangChain, LangGraph, and Docker.

#agentic-ai#docker+9

aws-mcp-server

by WantedAlchemist

AWS MCP Server is a robust solution for managing cloud resources efficiently. 🌐 Join our community on GitHub to contribute and collaborate! 🚀

#application-security#aws+19

notes-mcp

by PanseBossuSmecheru

# Notes MCPAn MCP server that connects with your Apple Notes on macOS. 📓 This tool allows you to manage your notes efficiently with simple commands. 🛠️

#ai#ai-notes+18

SchemaPin

by Space-Rider942

SchemaPin offers a secure way to sign and verify tool schemas for AI agents, ensuring their integrity and authenticity. With SchemaPin, developers can protect their tools from attacks while clients can trust the schemas they use. 🛠️✨

#agent#agents+17

knowledgegraph-mcp

by n-r-w

MCP server for enabling persistent knowledge storage for Claude through a knowledge graph with multiple storage backends

#claude#cursor+13

GraphMemory-IDE

by elementalcollision

AI-assisted development MCP providing long-term, on-device "AI memory" for IDEs. Powered by Kuzu GraphDB and exposed via MCP server

#cursor#database+9

outlook-mcp-server

by cycle-sync-ai

A Python-based Microsoft Outlook integration using Microsoft Graph API, built with FastAPI and MCP framework.

#agent#ai+10

whatsapp-agent

by SadineniAbhi

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

#langgraph#server+1

Adaptive-Graph-of-Thoughts-MCP-server

by SaptaDey

AI Reasoning Framework for Scientific Research

#graph-algorithms#graph-of-thoughts+5

django-firebase-mcp

by raghavdasila

A production-ready Django app implementing Firebase Model Context Protocol (MCP) server with 14 Firebase tools for AI agents. Features standalone agent, HTTP/stdio transport, LangChain integration, and complete Firebase service coverage (Auth, Firestore, Storage).

#django#drf+7

macos-tools-mcp-server

by wesleylnaraujo

The macOS Internal Tools MCP Server offers robust system monitoring and efficient file search features, making it an essential tool for developers. 🚀 Dive into the available tools and installation process to enhance your macOS experience! 💻

#ai#ai-notes+19

TetraNeurons

by Adhishtanaka

TetraNeurons is a disaster management application with a React frontend, FastAPI backend, Firebase integration , third-party API & MCP Server support.

#cnn-classification#data-science+9

mlb-mcp

by etweisberg

MCP server for advanced baseball analytics (statcast, fangraphs, baseball reference, mlb stats API) with client demo

#baseball-analytics#baseball-data+9

zettelkasten-mcp

by entanglr

A Zettelkasten Model Context Protocol (MCP) Server

#claude#knowledge-graph+8

universal-mcp-client

by AryanK1511

Universal MCP Client built with LangGraph + MCP 🌐⚙️✨

#langgraph#mcp-client+4

mcp_client

by theailanguage

MCP Client Implementation using Python, LangGraph and Gemini

#google-gemini#google-gemini-api+7

MCP-AI-Infra-Real-Time-Agent

by junfanz1

Developed an MCP-based AI infrastructure enabling real-time tool execution, structured knowledge retrieval, and dynamic agentic interactions for AI clients like Claude and Cursor.

#agentic-framework#ai+7

mcp-server-graphql

by setyolegowo

#ai#graphql+4

MCP-Microsoft-Office

by Aanerud

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

#calendar#m365+6

after-effects-mcp

by Dakkshin

MCP Server for Adobe After Effects. Enables remote control (compositions, text, shapes, solids, properties) via the Model Context Protocol using ExtendScript.

#after-effects#ai+11

AIFoundry-MCPConnector-FabricGraphQL

by LazaUK

MCP Client and Server apps to demo integration of Azure OpenAI-based AI agent with a Data Warehouse, exposed through GraphQL in Microsoft Fabric.

#agent#ai+11

mcp-server-graph-api

by MartinM85

Model-context-protocol (MCP) server for the Microsoft Graph API in C#

#claude-3-7-sonnet#claude-ai+9

after-effects-mcp

by WaliAhmed91

MCP Server for Adobe After Effects. Enables remote control (compositions, text, shapes, solids, properties) via the Model Context Protocol using ExtendScript.

#after-effects#ai+11

ntealan-apis-mcp-server

by Levis0045

A modular, extensible [MCP](https://modelcontextprotocol.io/) (Model Context Protocol) server for NTeALan REST APIs dictionaries and contributions. This project provides a unified interface for managing dictionary data, articles, and user contributions, and is designed for easy integration and extension.

#generative-ai#lexicography+7

MarketScope-AI-Powered-Industry-Segment-Intelligence-Platform

by BigDataTeam5

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

#airflow#fastmcp+9

mcp-langgraph

by hirokiyn

LangGraph agent tutorial adapted to use MCP servers.

#agent#langchain+4

mcp-graphql-tools

by saewoohan

GraphQL MCP server for AI assistants

#ai#assitant+7

MCP-MultiServer-Interoperable-Agent2Agent-LangGraph-AI-System

by junfanz1

This project demonstrates a decoupled real-time agent architecture that connects LangGraph agents to remote tools served by custom MCP (Modular Command Protocol) servers. The architecture enables a flexible and scalable multi-agent system where each tool can be hosted independently (via SSE or STDIO), offering modularity and cloud-deployable execut

#agentic-framework#ai+7

branch-thinking-mcp

by ssdeanx

Branch-Thinking MCP Tool A TypeScript-powered MCP server for managing parallel branches of thought, semantic cross-references, and persistent tasks. Features dynamic scoring, AI-generated insights, batch operations, and visual graph navigation for advanced agentic workflows.

#agentic-ai#agents+20

mcp-sse

by enso-labs

Simple MCP Server Deployment

#anthropic#claude+15

nebulagraph-mcp-server

by nebula-contrib

Model Context Protocol Server for NebulaGraph 3.x

#agent#genai+5

langgraph-mcp

by galaxyxyz5

LangGraph Agent that integrates with MCP servers

#agents#langgraph+4

deep-research-mcp

by ali-kh7

A Model Context Protocol (MCP) compliant server designed for comprehensive web research. It uses Tavily's Search and Crawl APIs to gather detailed information on a given topic, then structures this data in a format perfect for LLMs to create high-quality markdown documents.

#agent#agentic-ai+15

macrostrat-mcp

by blake365

MCP server for accessing geologic data with the Macrostrat API

#geology#mcp+4

atlas-mcp-server

by cyanheads

A Model Context Protocol server built in TypeScript that leverages Neo4j’s graph database, delivers intelligent project and task management while empowering LLM agents with seamless collaboration and guidance.

#ai#mod+10

toolkit-mcp-server

by cyanheads

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.

#system-utilities#mod+10

mcp-knowledge-graph

by shaneholloman

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

#claude-ai#memory-server+5

Axiom

by aasherkamal216

A documentation AI Agent built with LangGraph, MCP Docs, Chainlit and Gemini, designed to help users create different projects using natural language.