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TR

Tls Radar

TLS-Radar

Run SSL/TLS scans, issue free Let's Encrypt certificates (private key stays local), and monitor certificate expiry from inside Claude Code or Cowork - through a single MCP server, no account needed for scans and issuance.

AI & Agents

AI-Agent

mdistekhar

An AI Agent with MCP Server interacts intelligently, using tools via the Model Context Protocol to perform actions based on user input.

AI & Agents

Cross-System Agent Communication MCP Server

mkc909

MCP server that enables communication and coordination between different Roo modes/roles across multiple systems

AI & Agents

LangChain MCP Chat Platform

BilalAltundag

A versatile chat platform that integrates LangChain, custom MCP servers, and various AI models for enhanced chat capabilities.

AI & Agents

mcp-servers-client-langgraph-react-agent

ahmedmusawir

Multi MCP Server and client w/ LangGraph Prebuilt ReAct Agent

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MCP Servers Multi-Agent AI Infrastructure

FrankGenGo

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GenAI News Assistant MCP Server

uriyahav

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Brave-Gemini Research MCP Server

falahgs

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CC

Claude Context Sync

ybin4548

Share context, detect file conflicts, and send messages across parallel Claude Code sessions

AI & Agents

WireBoard

wireboard

Official MCP server for WireBoard analytics. Query real-time and historical visitor data, custom events, and per-site reports in conversation with Claude, Cursor, VS Code, and other MCP clients.

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A—

AgentSafe — URL Trust Scoring for AI Agents

andyscott88

Real-time URL trust scoring for AI agents. Blocks phishing, scam sites, and malicious redirects before your agent interacts with them. 6 security engines including Google Web Risk, VirusTotal, PhishTank, URLhaus, WHOIS domain age, and live SSL — plus Claude AI reasoning.

AI & Agents

Home Assistant MCP Server

Nutti85

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Multi-User MCP Server with Chatbot and Agent

r16academy

Multi user Full Stack App with Chatbot and Agent in Javascript, FastAPI and PyMongo

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R

Ragora

velarynai

Search your knowledge bases from any AI assistant. Ragora is a knowledge marketplace that lets you upload, organize, and search documents using hybrid RAG (dense + sparse vectors). Connect via MCP to search across all your collections directly from Claude, Cursor, VS Code, and mo

AI & Agents

Demand Chain - AI Agent native demand matching platform

HuanTongqichetuzhuang

让你的Agent来跟全世界对接需求,你的AI助理帮你把需求传达出去,又帮你接受别人给你的需求。

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MCP AI Agent

Shilpaj1994

AI Agent interacting with multiple MCP servers

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🤖 mcp-ollama-beeai

tamdilip

A minimal agentic app to interact with OLLAMA models leveraging multiple MCP server tools using BeeAI framework.

AI & Agents

mcpRAG

rajagopal17

rag using Ollama as emebddings, gemini as LLM and MCP server for agentic use

AI & Agents

VTEX

jamesm010

VTEX MCP Server serves as a wrapper for VTEX Commerce APIs, enabling e-commerce analytics for store owners. It facilitates various business intelligence tasks using an LLM client, such as Claude Desktop.

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nostr-agent-tools

ehallmark

MCP Server for NOSTR agent

AI & Agents

Zooza Mcp Server

zooza-dev

Official MCP server for Zooza — manage class schedules, attendance, bookings, and payments for dance schools, language academies, swim schools, sports clubs, and activity businesses through natural language. 19 tools, works with Claude and ChatGPT.

AI & Agents

MCP Agent Connector

Sumedh1599

Enables any MCP-compliant agentic platform (Claude, Grok, TypingMind, Cursor, etc.) to auto-discover generated MCP servers and sync capabilities from build metadata.

AI & Agents

Getting Started with Create React App

christian-posta

A UI for demoing agent/mcp server registration

AI & Agents
AS

Agent Signals — Hiring, SEC, Research, GitHub & HN Data

hassanahashish-design

Five live data tools for AI agents — company hiring signals (Greenhouse/Lever/Ashby), SEC EDGAR filings, academic papers (OpenAlex), GitHub repos, and Hacker News — as flat, citation-ready JSON. Hosted on Apify; pay-per-result billing to the caller's own Apify account, empty resu

AI & Agents

Superlist

superlistapp

Connect Superlist to Claude, ChatGPT, Cursor, or any MCP agent. Create, update, and organize tasks, lists, due dates, labels, and routines without leaving the chat.

AI & Agents

MCP Claude Desktop Project Demo

Samm-OB

This project demonstrates the use of the mcp (Modular Claude Protocol) server with the FastMCP framework to create a set of programmable tools and resources. It includes a basic calculator, note-taking functionality, and real-time currency exchange rate lookup. Designed to integr

AI & Agents
CM

Chess.com Mcp (interactive Views)

nbialk

Chess.com player, game, and daily-puzzle tools where each tool ships its own interactive React view — board replays and a playable puzzle widget, not just text. Built with Skybridge for ChatGPT & Claude.

AI & Agents

Shinobi

numbererikson

Shinobi gives every AI coding agent on your machine — and every cloud Claude session — one shared task spine, decision log, and searched dead-ends ledger. Every failed approach is logged and semantically checked before an agent proposes a similar one, so agents stop repeating mis

AI & Agents

Brieform

silentdany

Brieform is an AI-native form builder built conversation-first. Other form builders bolt an MCP server onto a dashboard designed for clicking. Brieform works the other way: connect once in your chat client's MCP settings, describe a form, get a live URL back, and read responses i

AI & Agents

MCP Server - Job Assistant

saikrishna0716

AI & Agents

How to Use the Chatbot Widget

schmitech

Pluggable web chat widget to interact with ORBIT MCP server.

AI & Agents

MCP Hub Project

CodeHalwell

Repo to hold the code for the mcp server built in Gradio for the agents and mcp hackathon

AI & Agents

open-web-agent-rs

seemueller-io

an mcp server with candle inference

AI & Agents
M

MentionsAPI

mukul-dutt

Track brand mentions, ranks, and citations across ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews, AI Mode, and Bing Copilot. MCP-native, pay-as-you-go, $1 free signup credit.

AI & Agents
YD

Yandex Direct Manager

marketscore

ИИ-коннектор для Яндекс Директа: подключите Claude или ChatGPT к рекламному кабинету и управляйте кампаниями прямо в диалоге — статистика, поиск неэффективных расходов, ставки, бюджеты, минус-слова, аудит.

AI & Agents

Marchward

marchward

Marchward is an Apache-2.0 open-source runtime authority for AI agents. It routes an agent's tool calls through one control point: credential mediation (the agent holds a single Marchward key and never your real downstream credentials), an inference spend cap enforced before the

AI & Agents
AS

Agent Smith

jpoindexter

Auto-generate AGENTS.md from your codebase

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Brdata Mcp

thomenz

An MCP (Model Context Protocol) server for Brazilian company & public-procurement data

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NA

NEXUS AI

nexusai-io-tech

DeepSeek API for AI agents. Cost-effective LLM inference via MCP protocol. Built by an agent, for agents.

AI & Agents
MS

Mcp Server For Iso27001

Sushegaad

Turn Claude into an ISO 27001 compliance assistant — controls, risk register, policies, evidence tracking, SoA generation, and full audit workflows in one local encrypted MCP server.

AI & Agents

Vectoralix Healthy Food

vectoralix

Healthy Food MCP is a public MCP server that gives AI agents structured access to healthy recipe content. It lets Claude, Cursor, Gemini, and other MCP-compatible clients browse recipes by calorie category, diet group, meal type, macros, and keywords.

AI & Agents

Penqwin

sarinmsari

An AST-based Model Context Protocol (MCP) server that provides token-efficient codebase skeletons to LLM agents (like Cursor, Claude Desktop, and Antigravity).

AI & Agents

ReadGZH-Agent公众号阅读助手

sweesama

Read WeChat public account (微信公众号) articles via MCP. 99.89% anti-scraping success rate, 50-87% token compression. | 通过MCP读取微信公众号文章,99.89%反爬穿透率,50-87% Token压缩。

AI & Agents

Bardo

calebe

Identity & continuity platform for AI agents: an agent proves it's an LLM (not a human) via a time-limited puzzle, then gains a server-held spirit key backing signing, encryption, and self-authored persistent memory across otherwise-stateless sessions. Includes a self-binding pol

AI & Agents
NM

Nowledge Mem Mcp Desktop Extension

nowledge-co

AI & Agents

MCP LLM Bridge

virajsharma2000

A Simple bridge from Ollama to a fetch url mcp server

AI & Agents

Postman Agent Generator

jonico

AI & Agents

Claude Context

zilliztech

Claude Context is an MCP plugin that adds semantic code search to Claude Code and other AI coding agents, giving them deep context from your entire codebase.

AI & Agents

Qubitro API Integration for Claude

qubitro

AI & Agents
A

Ahammedshaik

f

AI & Agents

Minecraft Modding Mcp

OGMatrix

mcmodding-mcp is a Model Context Protocol (MCP) server that gives AI assistants like Claude direct access to Minecraft modding documentation. Instead of relying on potentially outdated training data, your AI assistant can search real documentation, find code examples, and explain

AI & Agents

MCP Link: Empowering AI Agents with Real-World Tools 🌐🤖

10210wkkw

Let AI agents like ChatGPT & Claude use real-world local/remote tools you approve via browser extension + optional MCP server

AI & Agents

Shopify MCP Server for Claude Desktop

codeyogi911

A Shopify MCP Server

AI & Agents
DT

Data Transport Agent

brad04-ai

A headless data transformation agent that converts between 52+ format pairs including JSON, CSV, XML, YAML, TOML, HTML, Markdown, PDF, Excel, DOCX, and aviation formats (METAR, TAF, NOTAM). Discovered by AI agents via MCP, Google A2A, and OpenAPI. First 100 requests free, then pa

AI & Agents

Project_AgenticAI_LLM_MCP_Server-

Bikashdeb1

AI & Agents
AD

Agent Dispatch

ginkida

Let Claude Code agents delegate tasks to agents in other project directories, with parallel dispatch, sessions and async jobs.

AI & Agents
FM

Fullstory MCP

fullstorydev

The Fullstory MCP server connects your AI assistant directly to your Fullstory product data. Using the Model Context Protocol, it lets any MCP compatible AI client (Cursor, Claude Desktop, Claude Code, and others) query your Fullstory data, analyze user behavior, and surface insi

AI & Agents

Demo of MCP capabilities

ms-azure-demos

Using Azure OpenAI perform series of tasks using mcp server

AI & Agents

Lunch Money

akutishevsky

Connect Claude to your Lunch Money personal finance data for conversational money management. Ask natural language questions about spending, manage budgets and categories, create transactions, and get financial insights through chat. Supports full CRUD operations including transa

AI & Agents

Perplexity MCP Server

MCP-Mirror

Mirror of

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Frequently asked questions

Common questions about MCP servers, tools, and integrations

1

What is an MCP server?

An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.

2

How do I install an MCP server?

Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.

3

Are MCP servers free to use?

Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.

4

What is the difference between local and remote MCP servers?

A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.

5

Which AI clients can connect to MCP servers?

Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.

6

How can I evaluate whether an MCP server is safe and reliable?

Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.