MCP servers
66 servers that let your AI assistant read data and take actions in the tools you use.
mcp-assistant-server
Lutra23
An MCP server that provides task analysis and tool recommendation capabilities
dehn-technical-assistant-mcp
aespinosa89
DEHN Technical Assistant with MCP integration, combining local LLM solutions with RAG for product recommendations and technical support.
Claude_AI_Agent
sbowser53
ClaudeAIAgent is an artificial intelligence entity designed to assist users in performing various tasks efficiently. It utilizes advanced algorithms to analyze data and provide intelligent recommendations based on user input.
paperMate
marron-b
PaperMate is an all-in-one toolkit for academic paper search, similar paper recommendation, and PDF to Word conversion.
FastMCP_RecSys
attarmau
A fashion recommendation system built with FastAPI, React, MongoDB, and Docker. It uses CLIP for image-based clothing tagging and provides a simple UI for users to upload images and receive recommendations
mcp-financial-coach
michaelwybraniec
The AI Financial Coach is a personalized financial advisor powered by Google's ADK (Agent Development Kit) framework. This app provides comprehensive financial analysis and recommendations based on user inputs including income, expenses, debts, and financial goals.
discogs-mcp
rianvdm
A Discogs MCP Server with OAuth, to use with your favorite LLM client. Ask for recommendations, stats about your collection, details about releases you own, and more!
agentic-scotland-adventure-planner
emma-ctrl
A comprehensive Scottish adventure planning app that combines three custom MCP (Model Context Protocol) servers with an intelligent Gradio interface. Get weather forecasts, driving routes, daylight times, and AI-powered recommendations for your Scottish adventures.
LLM-MCP-Travel-Orchestrator
ANUVIK2401
A multi-agent travel accommodation system using GPT-4o-mini for intelligent recommendations.
CloudMusic_Auto_Player
lixiande5
NetEase Cloud Music MCP Smart Controller The NetEase Cloud Music MCP Smart Controller offers a variety of rich features, including global shortcuts, single track playback search, playlist playback search, custom playlist management, daily recommendations, and private roaming.
CloudMusic_Auto_Player
SpongeBaby-124
NetEase Cloud Music MCP Intelligent Controller The NetEase Cloud Music MCP Intelligent Controller offers a variety of rich features, including global shortcuts, single track playback search, playlist playback search, custom playlist management, daily recommendations, and private roaming.
chatExcel-mcp
Lillard01
chatExcel chatExcel is an Excel intelligent processing and data analysis server based on the Model Context Protocol (MCP), designed specifically for intelligent parsing of Excel files, data processing, code execution, and interactive chart generation. It supports complex Excel format processing, intelligent parameter recommendation, code template generation, and advanced data visualization.
mcp-demo
camillegeorgiou
A conversational book recommendation app using Azure OpenAI and Elastic MCP.
MCP-AI-in-oncology
amulya-jayanti
MCP driven multi-agent RAG-with LLM pipeline for temporal summarization of prostate cancer treatment responses along with lifespan prediction and treatment recommendations
Multi-Agents-With-MCP-and-A2A
vuniem131104
A travel planning system using A2A and MCP for flight and hotel recommendations.
AI-powered SEO automation platform integrating Google Ads Keyword Planner for deep keyword research, competitor analysis, and SERP insights. Built with Node.js, Docker, and MCP protocol for enhanced optimization recommendations and seamless deployment.
samson-ai
zessu
Your personalised trainer. Get fitness recommendations daily through email/SMS
spotify_mcp
pradeepjung45
A tool integrating Spotify API and Gemini AI for music insights and recommendations.
Spotify-Playlist-Curator-MCP-Server
lechiffre1
MCP server that can analyze your Spotify playlists and use Claude to recommend songs based on the mood, vibe, BPM, and other musical attributes.
MasterMCP
Nicotren00
A demonstration toolkit revealing potential security vulnerabilities in MCP (Model Control Protocol) frameworks through data poisoning, JSON injection, function overriding, and cross-MCP call attacks, exposing AI security issues while providing defense recommendations. For educational and research purposes only.
how-to-cook-mcp-kotlin
RemindPan
MCP Server recommends daily meal plans and recipes using AI.
mcp-d3-server
iamfiscus
A TypeScript Express server for D3.js, offering documentation, chart recommendations, and code generation.
tripsage-ai
BjornMelin
✈️ AI-powered travel planning system with budget optimization, multi-source search, and personalized recommendations built on Supabase, OpenAI Agents, and Streamlit