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MCP servers tagged agents
3.8K live MCP servers tagged "agents", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with agents.
Day12 Cold Lead Reviver
LangGraph agent that finds stalled CRM deals via HubSpot MCP and drafts hyper-personalized check-in emails — human approval before sending. Day 12 of 27-day AI agent build challen…
Sound MCP
MCP client that lets your agents play notification sounds and show desktop toasts
AutoPrepAI Autonomous Multi Agent Data Science Pipeline Using A2A MCP
AutoPrepAI is an autonomous multi-agent data science pipeline that uses LLM-driven orchestration, A2A communication, and MCP tools to perform dataset profiling, EDA, preprocessing…
SmartBuy
AI-powered shopping assistant that compares product prices across quick-commerce platforms using LangChain, Gemini, MCP, Playwright, and Redis.
Moodle MCP Srv
Your Moodle dashboard, available to AI.
Agent Interop
MCP as the universal agent interop layer progressive demo: agent-as-service, stateful sessions, hybrid tools, cross-framework orchestration (MAF + LangGraph)
Hutch
Lightweight multi-agent coordination over MCP. Messaging, file reservations, and shared context in ~800 lines.
Vibeci
Multi-agent competitive-intelligence app: reads a competitor's technical docs and surfaces the gap between marketing claims and documented reality, every finding grounded to a sou…
Knowledgeforge
Enterprise-ready AI Knowledge Agent enabling secure, multi-tenant natural language search over internal documents. Delivering accurate, cited answers governed by strict role-based…
Skill Based
Skill-based agentic architecture for long-horizon mobile manipulation: planner LLM + deterministic Python skills over MCP. BA thesis.
Skillgod
Claude knows how to code. SkillGod knows how you code.
Architect Multi Agent
A multi-agent AI system for software architecture, using LangGraph, MCP, RabbitMQ, Redis, Keycloak, Kong, Prometheus, Grafana
Mint Mory
Typed, graph-linked, self-consolidating memory for LLM agents — single-file SQLite, with MCP/CLI/HTTP. ’Member or die!
Moodle Scraper
MCP Server: Scrapers con IA para Moodle: cursos, tareas y reportes. LangGraph, Playwright, Ollama, Agent-Skills.
Function Calling MCP CLI
Comparison of LLM tool-calling approaches: Function Calling vs MCP vs CLI with sandbox
Dataframe Agent
Keep big data out of the context window. LangChain/LangGraph agent that intercepts MCP payloads, stores them as pandas tables in graph state, and analyzes on demand.
Langgraph MCP Integration
MCP architecture demo with single-server & multi-server clients using LangGraph, AI-driven tool calls, and async communication.
Agentic AI Planning And Reasoning MCP
How LLM do Planning And Reasoning Example with Model Context Protocol
Agenticnexus
Production-grade MCP template that anyone can use
A2a Pydantic AI
A2A-Pydantic-AI is a modular multi-agent framework that demonstrates agent-to-agent communication using pydantic-ai, fastmcp2, and fasta2a. It features a helpdesk assistant that d…
Multi Agent Claude
Multi-Agent MCP Claude is a local project that connects multiple MCP agents (Weather, News, Crypto, Dictionary, Time, Calendar) to Claude through uv for offline development. It al…
Demo Langchain Ollama
A minimal demo using the Model Context Protocol (MCP) and Ollama (LLaMA 3.2) to manage an AI course — with tools for student registration, attendance tracking, and income calculat…
Ring MCP
FastMCP server for comprehensive Ring device management - doorbells, security cameras, and alarm systems, with agentic workflows.
Weather Resource Agent
An AI-powered MCP agent using Google Gemini and LangGraph to fetch real-time weather data and query local resources like delivery logs.
Fine Tuned LLM Tool Calling
A fine-tuned LLM optimized for tool-calling from MCP Server and converted to natural language by another LLM.
AI JobRecommender MCP
A smart, agent-powered job recommendation system built using Model Context Protocol (MCP), Apify job scrapers, and OpenAI. This project fetches real-time job listings from LinkedI…
TripPlanAgent
AI-powered trip planning agent using LangChain, CrewAI, and modern MCP tools for research and planning capabilities
Warp AI Agentic Orchestrator
Warp Orchestrator to pair a TaskRouter profile with a Router MCP to auto-delegate across Claude sub-agents until DONE.
Spectrum Cockpit Os
🌈 SpectrumCockpit OS - Open Source MCP Server for Advanced AI-Powered Project Management. Full spectrum visibility and control for complex projects with multi-agent orchestration.
Local MCP Dev
Develop agentic systems locally.
Telegram Agent MCP
Implements proxy agentic server with telegram interface that integrates MCP
Agentic Appointment Scheduling System
This project successfully created a robust, decoupled, and highly modular scheduling system. The API-first design proved invaluable, allowing for the flexible addition of both a v…
AI Agentic MCP Demo
A local Python MCP server that exposes weather tools, a resource, and a reusable prompt
Library Assistant
Simple chat assistant that provides information about books and authors. Powered by LangChain, MCP and Open Library API
Agent Chatbot
🤖 AI Agent Chatbot using MCP Server, LangChain, and Groq — Fetches real-time weather & crypto data using Open APIs. Built with Python + Streamlit UI.
LLM Evolution Workshop
From simple prompts to MCP-powered multi-agent systems, hands-on LLM development with AutoGen.
Agentic Research Intelligence Platform
A paper review generator project with OpenReview integration and MCP server support
Kavach Agent Ecosystem
Kavach is an AI-native application framework that provides the core building blocks required to build, operate, and govern agentic systems and MCP applications.
Langgraph Chatbot
simple project to understand AI Agentic codebase with Tools, MCP server, Guardrails and Memory
Customer Service Data Analyst Agent
LangGraph ReAct agent for exploring 26,872 labelled customer-support conversations. Natural language queries, persistent session ▎ memory, FastMCP tool server, and a Streamlit c…
Carbon Cost Optimizer Agentic AI
An AI agent that decides where and when to run ML training jobs to minimize cost and carbon emissions, then launches them autonomously — exposed entirely through MCP tools.
SQL Review Agent
Agentic AI that reviews BigQuery SQL before execution — estimates cost via dry_run, flags full table scans and missing partition filters, and suggests rewrites. Works with Claude…
Slipknot Topological MCP For Multi Agent AI Agent
Topological Data Analysis with Multi-Agent Systems,Mathematical Consensus Protocol for AI-Agent Clusters
Assistente Financeiro Pessoal
Agente financeiro inteligente em Python, LangChain e MCP. Interpreta linguagem natural para registrar transações, consultar saldos e simular compras com persistência no MongoDB.
Data Quality Agent
Agentic AI that investigates dbt test failures — traces BigQuery lineage to root cause and generates incident reports. Works with Claude Code, OpenClaw (ChatGPT/Gemini), Cursor, Z…
EduPilot AI
EduPilot AI is a multi-agent career guidance platform that provides profile analysis, skill-gap detection, personalized career roadmaps, study plans, and resume recommendations us…
Reliefnet
A Multi-Agent Disaster Preparedness Assistant Using Google ADK and MCP
Fashion Pipeline
Distributed multi-agent AI pipeline in .NET 10 LTS implementing horizontal Google A2A orchestration and vertical Model Context Protocol (DotnetFastMCP 2.0) tool execution.
Multi Agent Auditor
Air-gapped multi-agent AI compliance auditor built with LangGraph, FastMCP, and local LLMs (Llama 3.2). Features HITL governance guardrails and multi-tier integrations (Local File…
Outbound Cockpit
LangGraph + MCP agentic sales research — Outbound Cockpit