MCP Servers Directory — Page 654

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 654 of 910

Qaradar

QA Radar analyzes your codebase and produces a structured quality health report — combining git churn, test coverage, and test-to-source mapping into

Developer ToolsPython

Qartez MCP

<strong>X-ray vision for your codebase - built for AI agents, not humans.</strong>

Developer ToolsPython

Qart.uk QR studio

qart.uk MCP server: resolve scanned codes, browse the free pool, and buy QR artwork.

Payments & CommerceRemote

Qarunbook

Shared app-testing runbook: read the plan, record results per platform, raise and fix issues.

Other IntegrationsRemote

qase-mcp-server

Qaseのテスト管理プラットフォームと連携するためのModel Context Protocol (MCP) サーバーです。 テストケースの作成、取得、テスト実行の管理などの機能を提供します。

Other Integrations

qase-mcp-server

Qaseのテスト管理プラットフォームと連携するためのModel Context Protocol (MCP) サーバーです。 テストケースの作成、取得、テスト実行の管理などの機能を提供します。

Other Integrations

Qase Test Management

Official MCP server for Qase — manage test cases, runs, suites, defects via AI tools.

Software Testing & QARemote

Qaskills

Search, inspect, and install 400+ QA testing skills from qaskills.sh into any MCP client.

Other Integrations

QA Skills

43 QA and test-automation skills for Claude Code, Codex, Cursor, and any Agent Skills Standard runtime.

Developer ToolsTypeScript

Qasper

Discover and book businesses via AI agents.

Other IntegrationsRemote

QA Sphere

Integration with QA Sphere test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs

Developer ToolsGo

Qatar Payments (Tap Payments — cards / Apple Pay)

Qatar payments for AI agents — cards / Apple Pay via Tap Payments. Never holds funds.

Payments & CommerceRemote

QA Test Server

Testing publish command

Other IntegrationsRemote

Qatouch

MCP Server for software testing, test case management, test execution, and defect tracking.

Software Testing & QA

Qa Use

QA automation tool for browser testing with MCP server support

Browser Automation

Qb Auto

MCP (Model Context Protocol) server that gives Claude Code native tools for QuickBooks Online automation.

Payments & Commerce

Qb Time

This is a combined MCP server that provides access to all QuickBooks Time API functionality through a single interface. It combines the functionality

Finance & Market DataPython

Qc

MCP server for runtime quality validation of AI agent outputs — hallucination detection, scope compl

Legal & Compliance

Qcad-mcp

QCAD MCP server - DXF/DWG floor plans to SVG preview + STL extrusion via MCP tools and REST API

Developer Tools

QCDatabase.AI

Connects AI assistants to QCDatabase.AI for everyday construction quality-control work.

Other IntegrationsRemote

Qc-mcp

QuickCloud hosting from your AI assistant: VMs, servers, DNS, firewalls and more. Read-only default.

Cloud & DevOps

Qcqx-project-manage-mcp

qcqx-project-manage MCP Server — 将项目管理能力暴露给 AI Agent(Cursor、Claude Desktop 等)

Other Integrations

Qdrant

Implement semantic memory layer on top of the Qdrant vector search engine

Search & Web ScrapingPython

Qdrant Loader

📝 **[Changelog v1.0.4](./CHANGELOG.md)** - Latest improvements and bug fixes

AI & ML Services

Qdrant MCP

MCP server that wraps the Qdrant vector database API as tools.

Databases

qdrant-mcp-local

ローカル環境でQdrantとMCP-server-qdrantを簡単に立ち上げるためのDocker Compose設定です。

Vector Search & RAG

qdrant-mcp-server

A Model Context Protocol (MCP) server that provides semantic code search capabilities using Qdrant vector database and OpenAI embeddings.

AI & ML Services

Qdrant MCP Server

A powerful knowledge management system that forges wisdom from experiences, insights, and best practices. Built with Qdrant vector database for efficient knowledge storage and retrieval.

Databases

Qdrant MCP Server

An MCP server for interacting with Qdrant vector database. This server provides tools for managing vectors, performing similarity searches, and automatic text-to-vector embedding using the MCP…

Databases

Qdrant Memory

Persistent scoped Qdrant memory for agents, through four explicit stdio MCP tools.

Vector Search & RAG

Qdrant Rag MCP

A context-aware Model Context Protocol (MCP) server that provides semantic search capabilities across your codebase using Qdrant vector database. Now

DatabasesPython

Qdrant RBAC

Role-based access to your Qdrant vector store, via MCP. OIDC in, scoped JWTs out.

Vector Search & RAG

Qdrant Retrive

MCP server for semantic search with Qdrant vector database

Databases

Qeaas-mcp

QRNG-seeded random bytes, seeds, and ML-KEM-768 keys with signed provenance receipts.

Other IntegrationsRemote

QECTOR Quantum Error Correction

Local quantum error correction tools; decoder output verified against H c = s (mod 2).

Developer Tools

Qeemah Accounting & ZATCA e-Invoicing

Saudi ZATCA e-invoicing Phase 2 compliance audit, invoice drafting, and CFO VAT analytics.

Finance & Market DataRemote

Qencode

Model Context Protocol (MCP) server for the Qencode Transcoding API.

Documentation & API ReferencesRemote

Q-encoding charset, input discarded

Q-encoding charset, input discarded

Other IntegrationsRemote

QFactory

Read-only QFactory catalog of agent workflows: search, get exact versions, schema, validate YAML.

Other IntegrationsRemote

Q Fortune

Korean saju fortune MCP: natal chart, today/daily/yearly luck, compatibility, and saved profiles.

Other IntegrationsRemote

QGIS

Connect QGIS to any AI agent that speaks the Model Context Protocol (MCP), so the agent drives QGIS directly: manage layers, edit features, run processing algorithms, render maps, and more.

Other Integrations

Qgis MCP

QGISMCP connects [QGIS](https://qgis.org/) to [Claude AI](https://claude.ai/chat) through the [Model Context Protocol

Developer ToolsPython

Qgiv MCP by usefulapi

Read Qgiv (Bloomerang Fundraising) donations, refunds, recurring gifts, P2P registrations, events.

Other IntegrationsRemote

Qgold

QGold is an [MCP Server](https://modelcontextprotocol.io/introduction) facilitating natural language processing and understanding of certain asset

Developer ToolsPython

Qiao-MCP — Bridge Engineering (桥梁工程)

Full-lifecycle bridge structural analysis — modeling, staging, code checks.

Other Integrations

Qidi

QIDI 3D Printer MCP server. Controls QIDI 4 Max Combo via Moonraker REST API. Tools: printer...

Developer Tools

Qiita

Publish articles to Qiita via MCP tools. Minimal, fast, and focused on Qiita authoring.

Developer Tools

Qikly

Generates tests from acceptance criteria, then converges code with an agent that never sees them.

Other Integrations

Qingkuai-mcp-server

MCP server for Qingkuai (.qk) — docs search, syntax check, compilation, and formatting tools.

Documentation & API References

Qiniso

Deterministic fact verification for AI agents — checksums & curated data, not guesses.

Other IntegrationsRemote

Qiniu

基于七牛云产品构建的 Model Context Protocol (MCP) Server,支持用户在 AI 大模型客户端的上下文中通过该 MCP Server 来访问七牛云存储、智能多媒体,直播服务等。

Developer ToolsPython

qiniu-mcp-server

基于七牛云产品构建的 Model Context Protocol (MCP) Server,支持用户在 AI 大模型客户端的上下文中通过该 MCP Server 来访问七牛云存储、智能多媒体,直播服务等。

Other Integrations

QI SCD MCP

Connect your QI SCD account to AI via Brazil's Open Finance: balances, statements, cards, investment

Finance & Market DataRemote

Qiskit Code Assistant MCP Server

MCP server for the Qiskit Code Assistant intelligent code completion

Other Integrations

Qiskit Documentation MCP Server

MCP server for querying and retrieving Qiskit documentation, guides, and API references

Documentation & API References

Qiskit Gym MCP Server

MCP server for qiskit-gym reinforcement learning quantum circuit synthesis

Other Integrations

Qiskit IBM Runtime MCP Server

MCP server for IBM Quantum computing services through Qiskit IBM Runtime

Other Integrations

Qiskit IBM Transpiler MCP Server

MCP server for AI Transpiler IBM Quantum services

Other Integrations

Qiskit Mcp Server

Unofficial Model Context Protocol (MCP) server that enables LLMs to build and execute quantum circuits using Qiskit.

Other Integrations

Qiskit MCP Server

MCP server for Qiskit quantum computing with circuit serialization utilities

Other Integrations