MCP Servers Directory — Page 686

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 686 of 910

Roast My Design System

Your AI can write the UI. This makes sure it writes your UI.

Design & Creative Tools

RoastPilot

RoastPilot controls coffee roasting sessions through local stdio MCP tools and exports logs.

Hardware & IoT

Robase SMS

Prepaid SMS OTP and transactional SMS API. Eight priced markets: NG, GH, KE, ZA, GB, BJ, CI, US.

CommunicationRemote

Robells

The shared task board for teams and their AI agents — connect over OAuth, every action signed.

Other IntegrationsRemote

Robert Blust

Robert Blust: One model, true everywhere

Other IntegrationsRemote

Robin: AI-Powered Dark Web OSINT

Dark web OSINT over Tor: search onion engines, scrape pages, report with your own model.

Kubernetes & Containers

Robinhood

TypeScript SDK for the MadeOnSol Robinhood Chain (chain id 4663) API — EVM-native KOL trades, the DEX trade tape, token discovery/bundles/candles

Developer ToolsRemoteTypeScript

Robinhood

Model Context Protocol servers for the official Robinhood Crypto Trading API: a read-only server (quotes, holdings, orders, account) and an

Finance & Market DataPython

Robinhood-chain

Robinhood Chain (id 4663) trading intelligence: KOL trades, DEX tape, deployer reputation.

Finance & Market Data

Robinhood Portfolio Research

Read-only research tools for Robinhood portfolio data

Finance & Market Data

RobinLawyer.ai

Jurisprudencia, normativa y doctrina oficiales españolas para abogados, con citas verificadas.

Other IntegrationsRemote

ROBINS-I V2 MCP

ROBINS-I V2 (not V1): risk of bias in one result of a non-randomized cohort study

Other Integrations

Robinx-mcp

Robinhood Chain MCP server: rug checks, deployer records, measured X callers. For agents and bots.

Other IntegrationsRemote

Robisie — agent-readable execution board

Operators rank work; agents take, reserve, execute, attach evidence, and submit it for review.

Other IntegrationsRemote

Roblex Studio Model

Model Context Protocol server for Roblex Studio

AI & ML ServicesTypeScript

Roblox

Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools

Games & Game DevelopmentTypeScript

roblox-devforum-mcp

An MCP server that gives an AI coding agent the Roblox Developer Forum and the official creator docs.

Games & Game Development

Roblox-mcp

Roblox user profiles from the public API. No key required.

Games & Game Development

Robloxstudio MCP

Hey a few months ago my laptops motherboard was shorted which contained the hardware keys needed to get into my NPM account, due to Node customer

Customer Support & Help Centers

Roblox Studio Mcp Server [official]

[!WARNING] This MCP Server is no longer being actively developed We’ve shifted ongoing engineering investment to the built-in MCP Server included with Roblox Studio, which we recommend as the best…

Games & Game Development

Robo-cortex

Git-aware memory store for AI coding agents; memories are anchored to git blob hashes.

Developer Tools

Roboflow (Official)

Roboflow computer vision for AI agents: datasets, annotation, versioning, workflows, inference.

Other IntegrationsRemote

Robohash-mcp

Build RoboHash robot avatar image URLs from any seed text. No key required.

Hardware & IoT

RoboHub Robot Catalog

Vendor-neutral catalog of 300+ commercial robots: search, compare specs, request vendor intros.

Hardware & IoTRemote

Robokassa

Comprehensive MCP server for the Robokassa payment gateway (18 tools, full API coverage).

Payments & CommercePython

Robokassa-mcp

MCP server for Robokassa payment API — generate payment URLs, check invoice status. First MCP for R

Payments & Commerce

Robomart

Driverless delivery.

Other IntegrationsRemote

RoboPartPicker

Source-linked robotics projects, bills of materials and components for AI agents.

Hardware & IoTRemote

RoboParts 机器人零部件兼容性

852 humanoid/bionic robot parts, 20 categories, 4-dimension compatibility checking. Vendor-neutral.

Hardware & IoTRemote

Robo Punter

Horse and greyhound racing research, backtests and bot drafts for Robo Punter members.

Other IntegrationsRemote

RoboSelect360 - Humanoid Robot Intelligence

Market & supply-chain intelligence on 34 humanoid robots: scores, specs, pricing. No key.

Hardware & IoTRemote

RoboShadow

MCP server for RoboShadow's Rubicon Platform Data API.

Other Integrations

RoboSystems

Accounting knowledge graphs: SEC XBRL filings, QuickBooks ledgers, reports and forecasts over MCP.

Finance & Market DataRemote

RobotActions — AI-Driven Mobile + Web Test Automation

Drive real Android & iOS devices and web browsers from natural language for mobile + web QA.

Browser AutomationRemote

Robotbase-mcp

Read-only MCP for BTC, ETH, XMR and ZEC: fees, nodes, p2pool, shielded pools.

Other IntegrationsRemote

Robotfail MCP

MCP server that lets AI agents submit projects, track tasks, and manage work on [RobotFail](https://app.robotfail.com) — the execution layer for the

Payments & CommercePython

Robotgo Mcp

一个基于 Go 语言的 MCP (Model Context Protocol) 服务器,使用 robotgo 自动化库实现桌面自动化功能。这个服务允许 AI 客户端(如 Claude Desktop)通过 MCP 协议控制鼠标、键盘、屏幕等桌面元素。

Other Integrations

Robotics

Robotics Control MCP server. Tools: list devices, send command, read sensor. Built by MEOK A...

Hardware & IoT

Robotics

Comprehensive MCP (Model Context Protocol) server for NWO Robotics API with 77 tools covering SLAM, RL, sensors, and advanced robotics

Hardware & IoTPython

ROBOTio — humanoid robots for events

Rent humanoid robots with operators for events in Europe: catalogue, availability, quote request.

Hardware & IoTRemote

Robot MCP

A companion repository to my video about MCP server for the robot: - **MCP Server** for LLM-based AI agents (Claude Desktop, Cursor, Windsurf, etc.)

Hardware & IoTPython

Robotmem

Not just vector search — robotmem understands the structure of robot experiences:

AI & ML ServicesPython

Roboto Studio evidence

Roboto videos, client interviews, articles and social posts with source citations.

Social Media & MarketingRemote

Robot Resources Router

Intelligent LLM routing proxy — 60-90% cost savings by auto-selecting the cheapest model

Hardware & IoT

Robot Resources Scraper

Token compression for web content — 70-80% reduction from HTML to clean markdown

Search & Web Scraping

RobotScope MCP Server

Embodied AI & robotics MCP — 180+ companies, funding, Pulse, sector data (CC BY-NC 4.0)

Hardware & IoTRemote

Robots Inspect

Fetch a public robots.txt and return group counts only.

SEO & Website AuditsRemote

Robot Speed

SEO tools for AI agents: audits, Core Web Vitals, keywords, AI visibility, traffic, backlinks.

SEO & Website AuditsRemote

Robotstxt-ai

Analyze and generate robots.txt with AI crawler detection for 20+ bots like GPTBot and ClaudeBot.

Search & Web Scraping

Robots-txt-ai-crawler-audit

Checks robots.txt line by line and says what each AI crawler token actually controls - training, AI

Search & Web Scraping

Robots.txt Allow count, body discarded

robots.txt Allow count, body discarded

SEO & Website AuditsRemote

Robots-txt-checker

Checks if a URL path is allowed by robots.txt. x402 payment required (testnet USDC).

Payments & CommerceRemote

Robots.txt group count

robots.txt group count

SEO & Website AuditsRemote

Robots.txt Policy Lint

{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"whoami","arguments":{}}} free no key

SEO & Website AuditsRemote

RobotTraining.jobs

Search open robot training jobs (teleoperation, data collection, AV and drone tests) and their pay.

Hardware & IoTRemote

RoboWrite

Hosted RoboWrite MCP server: recover briefs and drafts, run the reviewed URL-to-Markdown workflow.

Other IntegrationsRemote

Robozukan (ロボ図鑑)

Japanese catalog of physical devices AI agents can control: connectivity ratings, APIs, sources.

Other IntegrationsRemote

Robrain

Self-hosted decision memory for AI coding agents; warns before re-proposing a rejected approach.

Developer ToolsRemote

Robust Long‑Term Memory

A persistent, human‑like memory system for AI companions

Knowledge & MemoryPython

Robust new jupyter server

A focused Model Context Protocol server for safely reading, editing, and executing one live Jupyter notebook.

Code Execution & Sandboxes