MCP Servers Directory — Page 465

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 465 of 910

MCP

MCP server for LRCLIB. Search tracks and fetch plain or time-synced (LRC) lyrics. No API key required.

Developer ToolsGo

MCP

1. **请求(Request)**: 客户端向服务器发送一个JSON-RPC请求,例如`tool_run`,要求执行一个名为`read_file`的工具。 2. **分发(Dispatch)**: `server.py`中的MCP服务器核心接收请求,并将其分派给`ToolRegistry`。

Developer Tools

MCP

MCP server for email compatibility analysis — preview, analyze, fix, diff, and capture screenshots across 21 email clients via Claude or any

CommunicationRemote

MCP

A Model Context Protocol (MCP) server for DataHub

Developer ToolsGo

MCP

A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your

Developer ToolsGo

MCP

MCP server for Microsoft Defender Advanced Hunting - execute KQL queries via natural language

Cloud & DevOpsPython

MCP

ipify MCP.

Developer Tools

MCP

Python implementation to spawn ephemeral Model Context Protocol (MCP) servers using the kubernetes API.

Cloud & DevOpsPython

MCP

Model Context Protocol Hyperweb products

Developer ToolsTypeScript

MCP

A Model Context Protocol (MCP) server for managing GitHub Projects

Developer ToolsTypeScript

MCP

MCP server for stock screening — technical, fundamental, options, news screening, watchlists and dividend rankings

Developer ToolsPython

MCP

MCP server for Google Veo AI video generation

AI & ML ServicesRemotePython

MCP

A simple MCP server that exposes a website fetching tool using SSE transport.

Search & Web ScrapingPython

MCP

A comprehensive MCP (Model Context Protocol) server providing OpenStack cluster management and monitoring capabilities with built-in safety controls.

Monitoring & ObservabilityPython

MCP

All six Mamba Labs GTM signal tools in one MCP server: hiring, tech, ICP, and more. Clay-ready.

CommunicationGo

MCP

GraphQL MCP server for AI assistants

Developer Tools

MCP

ntfy MCP server—reach the operator on their phone and wait for a reply before continuing

Developer ToolsRemoteTypeScript

MCP

MCP Codebase Insight Server

AI & ML ServicesPython

MCP

A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools

AI & ML ServicesGo

MCP

Zoom MCP Pack

Communication

MCP

Scans Greenhouse, Lever, Ashby, Workday, Rippling for roles in any category. Clay-ready.

Developer ToolsGo

MCP

Model Context Protocol servers

Developer ToolsRemotePython

MCP

The set of servers and tools in this repo is fluid and will evolve over time. We welcome contributions to this repo - please first read the

Developer ToolsPython

MCP

A suite of specialized MCP servers that help you get the most out of AWS, wherever you use MCP.

Cloud & DevOpsPython

MCP

MCP server wrapping the Tesla Fleet API and TeslaMate API

Developer ToolsRemotePython

MCP

Schema compression (83%+ savings) + security proxy for MCP servers — SSRF, injection, rate limit

Developer ToolsRemote

MCP

A production-grade TypeScript template for scalable MCP servers with built-in observability.

Monitoring & ObservabilityTypeScript

MCP

SAP GUI for Windows automation for AI agents - 57 structured tools via SAP GUI Scripting API

Developer ToolsPython

MCP

MCP server that exposes a Telegram bot

Communication

MCP

An MCP server that exposes NumPy functionality

Developer Tools

MCP

Provides AI assistants with direct access to Mapbox developer APIs and documentation.

Maps & LocationRemote

MCP

MCP server for temporary email management using ChatTempMail API

Communication

MCP

Manifest-driven MCP server scaffolder and runtime hub for tool integrations.

Developer ToolsPython

MCP

MCP server for Bitso — Latin American crypto exchange, trading, funding, withdrawals

Finance & Market Data

MCP

MCP server for Jira Cloud — issues, search, comments, attachments, transitions.

Productivity & Project ManagementGo

MCP

GraphQL gateway for LLMs. Handles huge GitHub GraphQL & @neo4j/graphql schemas without crashing

DatabasesRemote

MCP

Security scanner for MCP servers with vulnerability detection and prompt injection analysis.

Security & Identity

MCP

NASA-validated computed planetary positions for your AI — 19 astrology tools, never hallucinated.

Developer ToolsTypeScript

MCP

Atomic multi-file find-and-replace — 80% fewer tool calls, 50% less context usage

Developer ToolsTypeScript

MCP

Amplitude MCP Pack

Analytics & Reporting

MCP

An MCP server that validates mermaid diagrams

Developer ToolsTypeScript

MCP

command-line client for interacting with Model Context Protocol (MCP) servers.

Developer ToolsPython

MCP

Real-time ESPN sports data: live scores, standings, boxscores, odds & stats for 25+ leagues

Sports & Fitness

MCP

Shodan MCP Server – network reconnaissance, DNS operations, and vulnerability intelligence

Cloud & DevOps

MCP

Jenkins MCP server with bearer token authentication support

CI/CD & Build Pipelines

MCP

An unofficial MCP interface to interact with the PapersWithCode API

Developer Tools

MCP

Full-featured Gitee MCP server covering all Gitee API v5 endpoints

Developer Tools

MCP

MCP-compatible LLM gateway that proxies completion requests.

AI & ML ServicesRemote

MCP

MCP server for data visualization with Mermaid charts.

Cloud & DevOpsPython

MCP

An experimental MCP server for controlling Apple Music.

Media & EntertainmentPython

MCP

Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first, git-native, zero-infra, served via MCP.

Developer ToolsPython

MCP

Pathrule Remote MCP server

Developer ToolsRemote

MCP

MCP server wrapping abap-adt-api for ABAP ADT development workflows against SAP systems

Developer Tools

MCP

MCP server exposing MySQL database functionalities as tools

DatabasesPython

MCP

Model context protocol server for openMSX automation and control

Knowledge & MemoryRemoteTypeScript

MCP

NAVI Protocol MCP is an open Model Context Protocol service. It packages scattered capabilities across the NAVI Protocol ecosystem-including lending

Developer Tools

MCP

MCP server for Bitrix24 Tasks, Workgroups, and Users. Implements MCP/JSON-RPC over STDIO.

Productivity & Project Management

MCP

Gmail Model Context Protocol server with recipient allowlist and local audit log.

CommunicationPython

MCP

MCP server for 200M+ patents, scientific literature, chemistry and pharma records. Search prior art and R&D intelligence powered by PatSnap's

Legal & Compliance

MCP

MCP server for Google search results via SERP API

Search & Web ScrapingRemotePython