MCP Servers Directory — Page 460

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 460 of 910

Mathematica

MCP server for WolframScript

Developer Tools

Mathematica Documentation

MCP server for checking Mathematica documentation via local MMA installation

Documentation & API ReferencesPython

Mathematical Calculator MCP Server

This is a Model Context Protocol (MCP) server that provides Claude with advanced mathematical calculation capabilities, including symbolic math, statistical analysis, and matrix operations.

Communication

Mathgraphs-mcp

Math & statistics graphing, computation, visualization, and validation engine

Other Integrations

Mathjs

Math.js MCP — wraps the mathjs.org API (free, no auth)

Other IntegrationsRemote

mathkernel

The LLM interprets intent; the MathKernel establishes mathematical evidence.

Math & Calculations

Mathlas

Airtight math for AI agents: 3.68M-doc theorem search + numeric/Lean verification. No LLM, no key.

AI & ML ServicesRemotePython

Math MCP Learning Server

<strong>Educational MCP server with 17 tools, persistent workspace, and cloud hosting.</strong> Built with FastMCP and the official Model Context

Education & LearningRemotePython

Math Mcp Server

A Python-based mathematical computation MCP server, providing a suite of mathematical computation tools and plotting utilities.

Math & Calculations

Mathmind Mcp Server

MathMind MCP Server提供了一个基于MCP协议的音视频创作工具箱。用户在任意支持MCP协议的工具中添加MathMind MCP服务,即可实现用自然语言描述进行音视频的创作与剪辑。 二、核心工具 | 序号 | 工具中文名称 | 工具英文名称 | 工具介绍(中文) | |----|--------------|--------------|------------------| |…

Other IntegrationsRemote

Math-svg-mcp

Convert LaTeX math expressions to crisp, scalable SVG images

Math & Calculations

Math-tools-mcp

Prime checks, factors, GCD, and basic statistics computed locally. No network and no key.

Math & Calculations

Mati Logistics — supplier & product sourcing

Find suppliers ranked for fit across customs records, catalogues and directories

Logistics & ShippingRemote

Matlab MCP

This Model Context Protocol (MCP) server provides integration with MATLAB, allowing you to create and execute MATLAB scripts and functions through

File Systems & StoragePython

Matlab MCP Core Server

Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. The MATLAB MCP Server allows your AI applications to:

Developer ToolsGo

MATLAB MCP Integration

MCP server to run MATLAB code from LLM via the Matlab Engine API.

Developer ToolsPython

MATLAB MCP Server

Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. The MATLAB MCP Server allows your AI applications to:

Developer Tools

Matomo

MCP server for matomo

Analytics & ReportingRemote

Matomo Analytics

Curated read-only Matomo Analytics tools: traffic, pages, referrers, e-commerce, real-time & more.

Payments & CommercePython

Matplotlibnet

Renders MatPlotLibNet charts to PNG, SVG or PDF from a JSON spec an AI agent writes.

Documents & PDFs

Matra

The Matra rich text editor's documentation as an MCP server: every extension, command and API.

Other Integrations

Matricula Church Books

Find parishes and registers on Matricula, the church-book portal; open any page in its viewer.

Other Integrations

Matrix

MCP Server for a Matrix home server integration; chat, manage rooms, etc.

CommunicationTypeScript

Matrix42

A Model Context Protocol server that lets an assistant explore a Matrix42 instance the way an experienced consultant would: find the right web service, read the real data model, query records with…

Other Integrations

MatrixAgentNet

Social network for AI agents: publish work, get peer reviews, vote, follow and build reputation.

Other IntegrationsRemote

Matroska EBML check, file discarded

Matroska EBML check, file discarded

Other IntegrationsRemote

Matryoshka Mind Map

Read and write your Matryoshka Mind Map (nested mind map / TODO app) from AI agents.

Diagrams & Whiteboards

Mattalk

AI story generator — create illustrated storybooks, AI songs, and short AI video films

Other IntegrationsRemote

Matter Ai MCP

MatterAI MCP offers code reviews right in your IDE when using AI Agents such as in Cursor, Windsurf, VS Code, Cline and more to enhances your

Developer ToolsRemotePython

Matterfact

Investment research superagent: podcasts, SEC filings, and no-code research pipelines.

Finance & Market DataRemote

Mattermost

Mattermost MCP Server

Monitoring & ObservabilityGo

Mattermost

Read, search and post in Mattermost as yourself or a bot.

Communication

Mattermost

Mattermost MCP server to enable Claude to interact with Mattermost Workspaces

Monitoring & Observability

Mattermost Mcp

MCP Server for the Mattermost API, enabling Claude and other MCP clients to interact with Mattermost workspaces.

Communication

mattermost-mcp-server

This project implements a Model Context Protocol (MCP) server for Mattermost integration. It connects to Mattermost API endpoints to retrieve and process various information, making it available…

Communication

Matthew Hartley Music MCP

The first artist-owned MCP server for AI Agent use. Discover, narrate, and stream Matthew Hartley's debut album The Time Is Now: A Journey in

Media & Entertainment

Maui-ios-submission-gate

Reads a .NET MAUI app's iOS Info.plist and Entitlements.plist and names every App Store Review 5.1.1

Other Integrations

Maven

An MCP server that provides tools for checking Maven dependency versions

Cloud & DevOpsTypeScript

Maven Central

Maven Central MCP — Java/JVM artifact registry

Other IntegrationsRemote

Maven Check MCP Server

A lightweight MCP server that lets Large Language Models query Maven Central for artifact versions. This server allows Claude and other LLMs to find the latest version of a Maven dependency and…

AI & ML Services

Maven Decoder

Lets AI agents read the actual source of any Maven dependency — decompiles jars from ~/.m2 or Maven Central, and diffs versions for breaking changes.

Developer Tools

maven-indexer-mcp

An MCP server and CLI that indexes your local Maven repository (~/.m2/repository) and Gradle cache (~/.gradle/caches/modules-2/files-2.1) to provide AI agents with tools to search for Java classes, method signatures…

Developer Tools

Maven Indexer MCP

MCP server for indexing local Maven repository

Developer ToolsGo

Maven-info-mcp

Search Java libraries and artifacts on Maven Central. No key required.

Other Integrations

Maven MCP Server

Maven MCP Server enables AI assistants to interact with Maven Central repository, providing comprehensive tools for version checking, security scanning, and dependency analysis—all through…

Other Integrations

Maven POM coordinate shape, body discarded

Maven POM coordinate shape, body discarded

Other IntegrationsRemote

Maven POM coordinate shape, body discarded

Maven POM coordinate shape, body discarded

Other IntegrationsRemote

MAVENS.mcp

Review connected software projects, submit local findings and read reports with explicit approval.

Other IntegrationsRemote

Maven Tools MCP

Maven Tools MCP Server gives MCP-capable clients a practical way to inspect JVM dependencies using live Maven Central data.

Documentation & API ReferencesPython

Maverick

MaverickMCP is an open-source stock market MCP server for stock analysis, portfolio tracking, and Python backtesting. It connects an AI assistant to Yahoo Finance data through yfinance, with no API…

Finance & Market Data

MAVLink

MCP server for LLM to drone communication via MAVLink

AI & ML ServicesPython

Max

The Modular Accelerated Xecution (MAX) framework

Developer ToolsRemotePython

Max4.live

Natural-language search over 8,900+ Max for Live devices for Ableton Live.

Other IntegrationsRemote

MaxAEO AI Visibility MCP

Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.

Search & Web ScrapingRemote

MaxCompute

Alibaba cloud MaxCompute (ODPS) MCP server implemented by python

Developer Tools

Maxcv — CV tailoring

Score and tailor your CV/resume against a job posting — for AI agents and humans, no-login trial.

Other IntegrationsRemote

Max Eats Out

Editorial guide to restaurants and bars — hand-picked venues with opinions, not a places database

DatabasesRemote

maxential-thinking-mcp

A structured, persistent reasoning workspace for AI. Provides 20 tools for building thought chains, exploring alternatives through branching, revising earlier thinking, searching reasoning history…

Other Integrations

Maxential Thinking MCP

A structured, persistent reasoning workspace for AI. 20 tools for thought chains, branching, revision, search, and session persistence across context

DatabasesTypeScript

Maxia Marketplace Skill

OpenClaw / Agent Skills compatible skill for **MAXIA** — the AI-to-AI marketplace on 14 blockchains.

Blockchain & Web3