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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.

3.8K
live servers
38
avg trust
283K
most stars
2701

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…

34
2702

Sound MCP

MCP client that lets your agents play notification sounds and show desktop toasts

34
2703

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…

34
2704

SmartBuy

AI-powered shopping assistant that compares product prices across quick-commerce platforms using LangChain, Gemini, MCP, Playwright, and Redis.

34
2705

Moodle MCP Srv

Your Moodle dashboard, available to AI.

34
2706

Agent Interop

MCP as the universal agent interop layer progressive demo: agent-as-service, stateful sessions, hybrid tools, cross-framework orchestration (MAF + LangGraph)

34
2707

Hutch

Lightweight multi-agent coordination over MCP. Messaging, file reservations, and shared context in ~800 lines.

34
2708

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…

34
2709

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…

34
2710

Skill Based

Skill-based agentic architecture for long-horizon mobile manipulation: planner LLM + deterministic Python skills over MCP. BA thesis.

34
2711

Skillgod

Claude knows how to code. SkillGod knows how you code.

34
2712

Architect Multi Agent

A multi-agent AI system for software architecture, using LangGraph, MCP, RabbitMQ, Redis, Keycloak, Kong, Prometheus, Grafana

34
2713

Mint Mory

Typed, graph-linked, self-consolidating memory for LLM agents — single-file SQLite, with MCP/CLI/HTTP. ’Member or die!

34
2714

Moodle Scraper

MCP Server: Scrapers con IA para Moodle: cursos, tareas y reportes. LangGraph, Playwright, Ollama, Agent-Skills.

34
2715

Function Calling MCP CLI

Comparison of LLM tool-calling approaches: Function Calling vs MCP vs CLI with sandbox

34
2716

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.

34
2717

Langgraph MCP Integration

MCP architecture demo with single-server & multi-server clients using LangGraph, AI-driven tool calls, and async communication.

34
2718

Agentic AI Planning And Reasoning MCP

How LLM do Planning And Reasoning Example with Model Context Protocol

34
2719

Agenticnexus

Production-grade MCP template that anyone can use

34
2720

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…

34
2721

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…

34
2722

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…

34
2723

Ring MCP

FastMCP server for comprehensive Ring device management - doorbells, security cameras, and alarm systems, with agentic workflows.

34
2724

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.

34
2725

Fine Tuned LLM Tool Calling

A fine-tuned LLM optimized for tool-calling from MCP Server and converted to natural language by another LLM.

34
2726

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…

34
2727

TripPlanAgent

AI-powered trip planning agent using LangChain, CrewAI, and modern MCP tools for research and planning capabilities

34
2728

Warp AI Agentic Orchestrator

Warp Orchestrator to pair a TaskRouter profile with a Router MCP to auto-delegate across Claude sub-agents until DONE.

34
2729

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.

34
2730

Local MCP Dev

Develop agentic systems locally.

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2731

Telegram Agent MCP

Implements proxy agentic server with telegram interface that integrates MCP

34
2732

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…

34
2733

AI Agentic MCP Demo

A local Python MCP server that exposes weather tools, a resource, and a reusable prompt

34
2734

Library Assistant

Simple chat assistant that provides information about books and authors. Powered by LangChain, MCP and Open Library API

34
2735

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.

34
2736

LLM Evolution Workshop

From simple prompts to MCP-powered multi-agent systems, hands-on LLM development with AutoGen.

34
2737

Agentic Research Intelligence Platform

A paper review generator project with OpenReview integration and MCP server support

34
2738

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.

34
2739

Langgraph Chatbot

simple project to understand AI Agentic codebase with Tools, MCP server, Guardrails and Memory

34
2740

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…

34
2741

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.

34
2742

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…

34
2743

Slipknot Topological MCP For Multi Agent AI Agent

Topological Data Analysis with Multi-Agent Systems,Mathematical Consensus Protocol for AI-Agent Clusters

34
2744

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.

34
2745

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…

34
2746

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…

34
2747

Reliefnet

A Multi-Agent Disaster Preparedness Assistant Using Google ADK and MCP

34
2748

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.

34
2749

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…

34
2750

Outbound Cockpit

LangGraph + MCP agentic sales research — Outbound Cockpit

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