MCP Servers Directory — Page 496

Explore server capabilities, recorded tools, available client configurations and practical setup considerations. Browse servers by category, or jump to remote servers and official vendor servers.

Servers can appear in several categories when their tools support several tasks. Category counts include these overlaps; the directory total counts each server once.

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🌐 Browser Automation

984 servers

🗄️ Databases

2205 servers

🛠️ Developer Tools

8565 servers

🔎 Search & Web Scraping

1403 servers

📁 File Systems & Storage

598 servers

💬 Communication

2659 servers

✅ Productivity & Project Management

1883 servers

🤖 AI & ML Services

1983 servers

☁️ Cloud & DevOps

1735 servers

💳 Payments & Commerce

2501 servers

📈 Monitoring & Observability

1236 servers

🧠 Knowledge & Memory

1603 servers

🎨 Design & Creative Tools

327 servers

📊 Analytics & Reporting

965 servers

⚙️ CI/CD & Build Pipelines

67 servers

💬 Customer Support & Help Centers

74 servers

📚 Documentation & API References

937 servers

🔄 Workflow Automation

124 servers

🔐 Security & Identity

310 servers

💹 Finance & Market Data

1303 servers

🤝 CRM & Sales

561 servers

📣 Social Media & Marketing

1525 servers

🔬 Research & Scientific Computing

317 servers

🗺️ Maps & Location

392 servers

🎬 Media & Entertainment

908 servers

🎓 Education & Learning

107 servers

🩺 Healthcare & Life Sciences

243 servers

✈️ Travel & Hospitality

391 servers

🔌 Hardware & IoT

205 servers

⛓️ Blockchain & Web3

1068 servers

🧩 Data Processing & Conversion

626 servers

⚖️ Legal & Compliance

1194 servers

🏛️ Government & Public Data

825 servers

🌦️ Weather & Environment

712 servers

🏅 Sports & Fitness

322 servers

🏠 Real Estate & Property

383 servers

🎮 Games & Game Development

242 servers

🕒 Time & Date

400 servers

♿ Accessibility & Interface Audits

172 servers

📝 Content Management

155 servers

📱 Mobile Development

259 servers

👥 Human Resources & Recruiting

238 servers

📰 News & Events

577 servers

🔍 SEO & Website Audits

560 servers

🧪 Software Testing & QA

127 servers

🌿 Git & Version Control

832 servers

💻 Code Execution & Sandboxes

112 servers

🖥️ Terminal & Desktop Automation

123 servers

📧 Email & Inbox Management

676 servers

📅 Calendars & Scheduling

456 servers

📄 Documents & PDFs

966 servers

📊 Spreadsheets

253 servers

📽️ Presentations & Slides

93 servers

🧲 Vector Search & RAG

358 servers

🤝 AI Agents & Orchestration

329 servers

🖼️ Images & Visual Editing

315 servers

🎙️ Audio & Speech

254 servers

🎞️ Video Tools

781 servers

🌍 Translation & Localization

160 servers

🗺️ Diagrams & Whiteboards

233 servers

🚚 Data Engineering & ETL

51 servers

🧮 Math & Calculations

400 servers

🌐 Networking & Diagnostics

247 servers

🍽️ Food & Recipes

286 servers

📦 Logistics & Shipping

199 servers

📣 Advertising & PPC

182 servers

🧾 Accounting & Bookkeeping

172 servers

🛍️ E-commerce & Online Stores

308 servers

📋 Project & Task Management

381 servers

📝 Notes & Personal Knowledge

184 servers

🎧 Meetings & Transcripts

45 servers

🔌 API Development & Testing

216 servers

🔬 Code Search & Intelligence

154 servers

☸️ Kubernetes & Containers

269 servers

🏗️ Infrastructure as Code

48 servers

🔐 Identity & Access Management

30 servers

🗝️ Secrets & Credentials

21 servers

🚩 Feature Flags & Experiments

27 servers

🚨 Incident & On-call Management

33 servers

📈 Web & Product Analytics

133 servers

✉️ Email Marketing

46 servers

🗳️ Forms & Surveys

17 servers

✍️ E-signatures & Agreements

43 servers

⏱️ Time Tracking & Timesheets

95 servers

📉 Business Intelligence & Dashboards

60 servers

🔗 Other Integrations

20690 servers

All MCP servers

54,594 published · page 496 of 910

Mcp-public-company-reporting-window-finder

MCP server for the Mamba Labs Public Company Earnings Dates and Reporting Window Finder actor on Apify.

Other Integrations

MCP Public Transport

A Model Context Protocol server for Singapore transport data with real-time information and routing

CommunicationTypeScript

Mcp-pulse

Health and token cost of every remote MCP registry server, probed daily. Look up, search, or probe.

Other IntegrationsRemote

mcp-puppeteer

A Model Context Protocol server that provides browser automation capabilities using Puppeteer. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real…

Browser Automation

MCP Puppeteer Linux

A Model Context Protocol server for browser automation using Puppeteer with Linux display server support

Browser Automation

mcp-purchase-requisition

Works with Claude Desktop, Claude Code, Cursor and any Model Context Protocol client. Runs on your own machine, or hosted with no install.

Other Integrations

MCP Pushover

MCP server for sending push notifications via Pushover

Developer ToolsTypeScript

Mcp-pwntools

MCP server exposing pwntools 4.15.0 functionality for binary exploitation

Other Integrations

MCP Pyautogui Server

A MCP (Model Context Protocol) server that provides automated GUI testing and control capabilities through PyAutoGUI.

Browser AutomationPython

Mcp-pymetasploit3

MCP server for Metasploit Framework via pymetasploit3

Other Integrations

MCP Pymilvus Code Generate Helper

The recommended way to use this MCP server is through FastMCP, which provides better performance and easier configuration.

Knowledge & MemoryPython

mcp-pymilvus-code-generator

Before using this MCP server, ensure you have:

Vector Search & RAGRemote

Mcp-pymupdf

MCP server for reading PDFs using PyMuPDF. Supports local files and URLs.

Documents & PDFs

MCP Pyodbc Server

A lightweight MCP (Model Context Protocol) server for ODBC built with **FastAPI** and **pyodbc**. This server is compatible with Virtuoso DBMS and

Databases

MCP Pyrefly

An MCP (Model Context Protocol) server that integrates Pyrefly for real-time Python code validation, featuring a revolutionary gamification system

Developer ToolsPython

Mcp-pyright

MCP server that exposes Pyright language server functionality

Code Search & Intelligence

MCP Pystub

Python exe ビルド(PyInstaller / Nuitka / cx_Freeze)時にスタブ置換可能なパッケージを自動検出し、最小スタブコードを生成する MCP サーバー。

Developer ToolsPython

mcp-python

This MCP server provides a Python REPL (Read-Eval-Print Loop) as a tool. It allows execution of Python code through the MCP protocol with a persistent session.

Code Execution & Sandboxes

Mcp Python Refactoring

This tool integrates with AI coding assistants (Claude, ChatGPT, Cursor, etc.) to provide intelligent refactoring guidance. Instead of making automatic code changes, it gives you precise…

Security & Identity

MCP Python SDK

Enables applications to provide context for LLMs in a standardized way, separating the concerns of providing context from LLM interaction.

AI & ML ServicesPython

MCP Python SDK Documentation

This repository contains the documentation for the Model Context Protocol (MCP) Python SDK. It is built using Sphinx and the Read the Docs theme.

Documentation & API References

mcp-python-server

A Python MCP server that enables AI assistants to manage, deploy, and monitor homelab infrastructure. Tools span SSH discovery, VM management, service installation, network topology mapping, Proxmox…

Cloud & DevOps

MCP Python Server — API Wrapper

Este proyecto crea un servidor MCP en Python que expone una herramienta para consultar una API externa. Compatible con Claude Desktop o ChatGPT Desktop que soporten el Model Context Protocol (MCP).

Other Integrations

MCP Python Starter

A starter MCP server in Python.

Developer ToolsPython

MCP Python Toolbox

MCP server giving AI assistants a toolbox for Python development.

Developer ToolsPython

MCP Qase

MCP server implementation for Qase API

Developer ToolsTypeScript

Mcp-qdrant

Read-only Qdrant vector DB for AI agents — collections, info, browse points, count, search.

Vector Search & RAG

MCP Qdrant Memory

MCP server for enabling the named memory graphs to be persisted to a qdrant instance.

Knowledge & MemoryTypeScript

MCP Qemu Vm

A Model Context Protocol (MCP) server for controlling QEMU virtual machines via SSH. This server enables LLMs to interact with VMs through

Browser AutomationPython

Mcp-qiskit

MCP server exposing Qiskit 2.3.1 quantum computing functionality

Other Integrations

MCP Quanmiao Hotnews

全妙新闻播报MCP Server 是一个基于阿里云百炼API的新闻聚合服务,专注于实时获取热点新闻资讯。

Developer ToolsPython

MCP Queen

The evidence layer for MCP: live operational grades plus Trust Receipts for every registry server.

Other IntegrationsRemote

mcp-query-table

1. 基于playwright实现的财经网页表格爬虫,支持Model Context Protocol (MCP) 。目前可查询来源为

Browser Automation

Mcp-queue-doctor

Diagnoses pg-boss and graphile-worker job queues: retry storms, stuck workers, missed schedules.

Other Integrations

MCP Quickbase

Work with Quickbase via Model Context Protocol

Knowledge & MemoryTypeScript

Mcp-quickbooks

MCP server for QuickBooks Online (Intuit) — customers, invoices, payments, items, accounts, P&L

Finance & Market Data

Mcp-quickstart

quickstart for mcp deployment

Other Integrations

MCP Quickstart

Hands-on projects for understanding how to build applications using [Model Context Protocol (MCP)](https://modelcontextprotocol.io/).

Developer ToolsPython

Mcp-quipu

Quipu API integration with 18 MCP tools for invoices, expenses, contacts and Spanish VAT reporting

Payments & Commerce

Mcp Quiz Generator

A quiz generator server based on Model Context Protocol (MCP) that generates Markdown questions according to requirements and converts them into HTML and Word format quiz files.

Other Integrations

mcp-quotes

Works with Claude Desktop, Claude Code, Cursor and any Model Context Protocol client. Runs on your own machine, or hosted with no install.

Documents & PDFs

Mcp-qwen-image

MCP server for Qwen Image 3 AI image generation

AI & ML ServicesRemote

Mcpr

mcpr exposes R functions through the Model Context Protocol (MCP), enabling seamless integration with AI assistants like Claude Desktop.

Developer Tools

MCP Radarr And Sonarr Server

MCP Server for Radarr and Sonarr services

Monitoring & ObservabilityTypeScript

mcp-rag

Este proyecto implementa un servidor compatible con el Protocolo de Contexto de Modelo (MCP) que dota a los clientes de IA (como Cursor, Claude for Desktop, etc.) de una capacidad de Recuperación…

Vector Search & RAG

mcp-ragdocs

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation…

AI & ML Services

MCP Ragnar

A local MCP server that implements RAG (Retrieval-Augmented Generation) with sentence window retrieval.

AI & ML ServicesPython

mcp-rag-server

A Model Context Protocol (MCP) server that enables Retrieval Augmented Generation (RAG). It indexes your documents and serves relevant context to Large Language Models via the MCP protocol.

AI & ML Services

MCP Rag Server

MCP RAG Serverは、Model Context Protocol (MCP)に準拠したRAG(Retrieval-Augmented Generation)機能を持つPythonサーバーです。マークダウン、テキスト、パワーポイント、PDFなど複数の形式のドキュメントをデータソースとして、

AI & ML ServicesPython

MCP RAG Server

SOTA family roadmap: docs/roadmap/sota-family-roadmap.md.

Developer Tools

mcp-random-number

An MCP (Model Context Protocol) server that provides true random numbers from atmospheric noise via random.org.

Other Integrations

MCP Ran Poc

This repository contains MCP (Model Context Protocol) servers and an ADK agent for database querying and Kubernetes cluster management:

DatabasesPython

Mcp-rapyd

MCP server for Rapyd — global collect + disburse across 100+ countries, cash pickup, wallets

Other Integrations

MCP Rating

Search MCP servers, with our own start-test results, required keys, tools and token cost.

Software Testing & QARemote

Mcp-rd-station

MCP server for RD Station — contacts, events, funnels, deals, segmentations, lead scoring, webhooks

Other Integrations

Mcp-react-toolkit

9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScript enforcement.

Accessibility & Interface Audits

MCP Read Images

MCP server for analyzing images using OpenRouter vision models

Developer ToolsTypeScript

MCP Read Website Fast

Markdown Content Preprocessor - Fetch web pages, extract content, convert to clean Markdown

Knowledge & Memory

Mcp-real-estate-server

Dutch real estate data with KRK Makelaars report generation.

Real Estate & Property

MCP Reasoner

MCP Reasoner with multiple reasoning strategies including Beam Search and Monte Carlo Tree Search

Developer Tools