MCP Servers Directory — Page 8

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 8 of 910

Kubernetes

Provides natural language processing and API access to Kubernetes clusters, combining kubectl commands and the Kubernetes Python client.

Cloud & DevOpsPython★ 1

Layer2

Enables AI models to interact with Ethereum Layer 2 networks for deploying tokens and managing transactions.

AI & ML Services★ 1

Linear

Provides access to Linear's issue tracking system through a standardized Model Context Protocol interface.

Productivity & Project ManagementTypeScript★ 1

LumiFAI Technical Analysis

Calculates technical analysis indicators, specifically Exponential Moving Averages (EMAs), for cryptocurrency trading data via an SSE transport layer.

Finance & Market DataPython★ 1

MCP Math and Web Search Examples

This repository provides local Python MCP examples for arithmetic, DuckDuckGo search and page retrieval, alongside a Groq-powered host.

Search & Web ScrapingPython★ 1

Mcpmongo

Integrates MongoDB with the Model Context Protocol (MCP) to enable AI assistants to interact with databases.

Databases★ 1

Mem0

Provides a Model Context Protocol server implementation for memory stream functionality with Mem0 integration.

Knowledge & MemoryTypeScript★ 1

Mysql

Connects to MySQL Server using the Model Context Protocol (MCP).

Databases★ 1

Notes

Manages markdown notes within a specified directory using the Model Context Protocol.

Productivity & Project ManagementPython★ 1

OpenAI DALL

Enables AI assistants to generate images through the OpenAI DALL-E API with fine-grained control.

AI & ML ServicesGo★ 1

Optimized Memory

Manages model context protocol operations with efficient memory usage, designed for integration with Claude Desktop.

Knowledge & MemoryPython★ 1

Perteghella

Provides a simple Python implementation of a Model Communication Protocol (MCP) server over a network using Server-Sent Events (SSE).

Developer ToolsPython★ 1

PinThePiece

Manages notes with a robust Model Context Protocol (MCP) server.

Productivity & Project ManagementPython★ 1

Postgres

Provides read-only access to PostgreSQL databases for Large Language Models, enabling schema inspection and query execution.

Databases★ 1

Project

Executes npm and npx commands via a server, designed for use with LLMs.

Developer ToolsTypeScript★ 1

Proxy Sidecar

Enables real-time WebSocket monitoring of all MCP interactions for enhanced debugging and observation.

Developer ToolsTypeScript★ 1

Py GCalendar

Enables seamless access and management of Google Calendar events via a Model Context Protocol (MCP) server.

Productivity & Project ManagementPython★ 1

Python Database Interface

Enables interaction with PostgreSQL (and other SQL databases) using natural language queries within Claude Desktop.

DatabasesPython★ 1

Qdrant With MCP

Integrates Qdrant vector database with an MCP server to store and retrieve code snippets.

Databases★ 1

Raccoon AI

Leverages the LAM API for web browsing, data extraction, and complex web tasks automation.

Developer ToolsPython★ 1

RAG Demo

Demonstrates a Retrieval-Augmented Generation (RAG) application integrated with MCP server.

AI & ML Services★ 1

Role Context

Manages contextual boundaries for AI agents based on defined roles.

Knowledge & MemoryTypeScript★ 1

Safari Screenshot

Captures screenshots of webpages using Safari on macOS.

Browser AutomationGo★ 1

Screenshot

Captures screenshots and facilitates their use by other processes or AI assistants, primarily by saving to a client-specified file path.

Browser AutomationPython★ 1

Sefaria Jewish Library

Enables Large Language Models to retrieve and reference Jewish texts from the Sefaria library through a standardized interface.

AI & ML ServicesPython★ 1

Sentry

Enables interaction with the Sentry API to retrieve issue and event details.

Monitoring & ObservabilityRemote★ 1

Server Template For Cursor IDE

Provides a template for creating custom tools for the Cursor IDE using the Model Context Protocol (MCP).

Developer ToolsPython★ 1

Source Relation

Analyzes source code dependencies within a specified directory to identify file relationships.

File Systems & StoragePython★ 1

Spotify

Connect Claude to Spotify for music playback and management.

Media & Entertainment★ 1

Spotify

Control Spotify playback using natural language commands directly from your code editor or other MCP-compatible applications.

Media & Entertainment★ 1

Spotify

Enables control of Spotify playback and management of your queue through a Model Context Protocol (MCP) server.

Media & EntertainmentPython★ 1

Student

Manage educational context based on courses, assignments, and exams using a knowledge graph.

Knowledge & Memory★ 1

Supabase Data Explorer

Exposes Supabase PostgreSQL database schemas as resources and provides data analysis tools.

Databases★ 1

Vonage AI Code Assist

Assists developers with integrating Vonage API capabilities into their applications using AI code generation.

Developer ToolsPython★ 1

Waifu Queue

Generates asynchronous text responses using a distilgpt2 model, managed through a Redis queue and accelerated with GPU support, exposing an

DatabasesPython★ 1

Xano

Integrates Xano databases with Smithery to enable Claude AI interactions with Xano data.

DatabasesPython★ 1

YouTube

Enables AI assistants to interact with the YouTube API through the Model Context Protocol (MCP).

Media & EntertainmentPython★ 1

메모짱

메모짱 메모·할 일을 AI로 검색·정리·체크해요. / Search, write and check off notes and to-dos in Memozzang.

Other IntegrationsRemote

후잉가계부

채팅으로 후잉 가계부를 관리하세요. 거래 입력·조회, 계정·예산 관리, 손익·재무 보고서를 지원합니다.

Other IntegrationsRemote

나라장터 낙찰정보

나라장터 낙찰정보서비스 Open API를 위한 로컬 MCP 서버

Other Integrations

나라장터 사전규격

나라장터 사전규격정보서비스 Open API를 위한 로컬 MCP 서버

Other Integrations

나라장터 입찰공고

나라장터 입찰공고정보서비스(공공데이터포털 data.go.kr) Open API를 감싼 로컬 MCP 서버

Other Integrations

나라장터 사용자정보

나라장터 사용자정보서비스(공공데이터포털 data.go.kr) Open API를 감싼 로컬 MCP 서버

Other Integrations

원불교 교서

원불교 교서 15책 4,969절 원문을 좌표·출처와 함께 찾아 읽는다. 성가 201곡, 원불교대사전 4,523항목, 개념 관계망 포함. 정본은 hub.won.or.kr.

Other IntegrationsRemote

한국 해양·낚시 정보 (물때)

한국 연안 조석·물때·조류·실시간 수온·해상기상·금어기를 공공데이터로 조회합니다.

Other IntegrationsRemote

$AI on HyperEVM

Quote and build unsigned buy/sell transactions for $AI on its HyperEVM bonding curve. No keys held.

Payments & CommerceRemote

$THREE Token

Price, hold, and burn $THREE on Solana — the first MCP server whose actions burn a token.

Blockchain & Web3

00Widget

Publish status cards and Live Activities to iOS widgets, the Lock Screen, and the Dynamic Island.

Other IntegrationsRemote

01Mind

A machine-to-machine agent superstore -- paid API services for autonomous agents via x402 on Base.

Other IntegrationsRemote

0523 Public — Taiwan Logistics & Customs

Taiwan parcel forwarding tools: freight and import-tax quotes, CCC tariff lookup, import rules.

Logistics & ShippingRemote

0bridge

Every service you connect, one MCP endpoint for all your AI tools. Sign in once.

Other IntegrationsRemote

0bull Phone Farm

Manage social accounts, publish videos, and control real iPhones rented by the month.

Video ToolsRemote

0DTE Confluence

Gamma rails, options flow tape, and graded 0DTE setups for SPY/QQQ/IWM. Advisory only.

Productivity & Project ManagementRemote

0Latency

Long-term memory for AI agents that actually works.

Knowledge & Memory

0Latency Memory

Persistent memory layer for AI agents. Sub-100ms recall, semantic search, knowledge graphs.

Knowledge & MemoryRemote

0nMCP — Universal AI API Orchestrator

Universal AI API Orchestrator — 1,554 tools, 96 services. One install.

Other IntegrationsRemote

0pi

Free, 2hr expiry agent storage to cache contexts, bridge workflows, or dump data.

Other Integrations

0si.ai Disclosures

Korean (DART/KIND) and US SEC filings with AI summaries, direction labels and market reaction.

Finance & Market DataRemote

0to100

Schedules, injury reports and fan-hub links for all 32 NFL and 30 NBA teams.

Sports & FitnessRemote

0xArchive Market Data

Real-time & historical Hyperliquid/Lighter: L4/L2/L3, fills, funding, OI, liquidations, candles

Finance & Market DataRemote