MCP Servers Directory — Page 47

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 47 of 910

Ai.primateintelligence

Gives AI agents video scene understanding as tools: register a video, ask a question in plain English, get a deterministic answer with a confidence score and clip timestamps. No hallucinated descriptions — the answer…

Other IntegrationsRemote

AI Process Manager (AIPM)

Structured Windows state for AI agents: processes, windows, UI trees. No screenshots.

Other Integrations

Ai.projectlaunch

Agent-facing site in pre-launch; agents can read the site and submit intent.

Other IntegrationsRemote

Ai.promptarch

Research-backed linting + generation for agent context files (CLAUDE.md, AGENTS.md, Cursor rules).

Other IntegrationsRemote

Ai-prompt-optimizer

Cloudflare Workers MCP server: ai-prompt-optimizer

Cloud & DevOpsRemote

AI Proof of Us

Private signed AI task receipts with replay checks and optional validated AIPOU claims.

Other Integrations

AIProperty Phuket

Search live Phuket real estate: homes for sale, long-term rentals and new projects.

Real Estate & PropertyRemote

Ai-provider-status

Cloudflare Workers MCP server: ai-provider-status

Cloud & DevOpsRemote

AI Publications 📚

Open-source guides and tutorials on AI agents, generative AI, and machine learning—covering Python, TypeScript, MCP server setup, MCP Clients, Ollama

AI & ML ServicesPython

Aiqaramba

Browser-based QA for AI-built software. Test pages with real browsers via agents.

Browser AutomationRemote

Aiqbee Ai

Search, create, and link knowledge across your architecture, portfolio, and digital strategy - all through natural conversation with your AI

Finance & Market DataRemote

Aiqbee Brain

Connect AI assistants to your Aiqbee brains via the Model Context Protocol.

Knowledge & MemoryRemote

Aiquaa

MCP server that generates AIQUAA BDD and Playwright artifacts with business-rule traceability.

Browser AutomationTypeScript

Ai-quality-gate

MCP Server for AI code quality automation.

Other Integrations

AIquila — Nextcloud

MCP server for Nextcloud: file management, search, calendar, contacts, and system status.

Productivity & Project ManagementRemote

Ai-r

Read local AI agent sessions (Claude Code, Codex, OpenCode, Antigravity, Pi): intents, plans, tools

Other Integrations

Air

AI-optimized tool output compression for read, grep, diff, bash, test, web, search, and more

Other Integrations

Aira

A Model Context Protocol server for creating commit messages from git staged files

Developer ToolsTypeScript

Aira

MCP server for Semantic Scholar research workflows with stdio and Streamable HTTP transports.

Research & Scientific ComputingRemote

Ai.ragjur

Brazilian legal search and jurimetria: 115M+ court decisions from 90+ courts across 14 MCP tools.

Legal & ComplianceRemote

AIRAS

Automated AI research toolkit: hypothesis generation, experiments, and paper writing

Other Integrations

Ai-rate-limit-tracker

Cloudflare Workers MCP server: ai-rate-limit-tracker

Cloud & DevOpsRemote

Air Blackbox MCP

EU AI Act compliance scanning for **Claude Desktop**, **Claude Code**, **Cursor**, and any MCP-compatible client.

Legal & CompliancePython

Airbnb

MCP server for Airbnb search and listing details

Travel & HospitalityRemoteGo

Airbnb-data

Airbnb search, listing details, and calendar availability as clean structured data.

Travel & HospitalityRemote

Airbnb Listings

Airbnb listings by city or room link: price for dates, ratings, amenities, host, location, photos.

Travel & HospitalityRemote

Airbrake MCP by usefulapi

Read Airbrake projects, error groups, notices, deploys and stats; mute or unmute error groups.

Other IntegrationsRemote

Airbrake MCP Server

Query Airbrake errors, notices, deploys, and project stats from MCP clients

Other Integrations

Airbyte Agents

Let AI agents query data and act across all your business apps via MCP.

Data Engineering & ETLRemote

Airbyte Labs Pyairbyte MCP

The PyAirbyte Managed Code Provider (MCP) service is an AI-powered backend that generates PyAirbyte pipeline code and instructions. It leverages

AI & ML ServicesRemotePython

Aircall

Read calls, contacts, users, teams and numbers; tag calls and create or update contacts.

Other IntegrationsRemote

Airdrop Checker API

Check wallet eligibility for active crypto airdrops — LayerZero, EigenLayer, Scroll. x402.

Developer Tools

AI Readiness (Hosted)

Check if a website is visible to AI search (ChatGPT, Perplexity, Claude). No install.

Search & Web ScrapingRemote

AI Readiness Kit

Generate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website.

Vector Search & RAGRemote

AI_README MCP Server

Project memory for AI assistants — the conventions, traps, and hard-won lessons your code cannot tell them

Other Integrations

AIReady

Scan and fix your site's AI discoverability: crawler access, llms.txt, JSON-LD. Free.

Search & Web ScrapingRemote

AI Reasoning Commons

Search, reuse, verify AI reasoning. Task marketplace with leaderboard. Zero-barrier, no auth.

Other IntegrationsRemote

AIRE Channel Bridge

AI-powered credit union discovery MCP server. Find rates, check eligibility, and open accounts.

Other IntegrationsRemote

AI Recommendation Check

Does ChatGPT recommend a local business? Live AI-engine check plus who gets named instead.

Other IntegrationsRemote

AI Recommendation Readiness Audit | The Black Friday Agency

Can AI confidently recommend your business? The AI Recommendation Readiness Audit shows whether your

Other IntegrationsRemote

Ai Reg Mcp

Structured, queryable US AI and privacy law data via Model Context Protocol (MCP).

Other Integrations

AI Resume Master

Build and edit real resumes in your AI Resume Master account, and export them to PDF.

Documents & PDFsRemote

Ai·rete·rag

Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.

Documentation & API ReferencesRemote

AI Review Analysis Tool - Customer Action Plan

Customer review analysis that tells you exactly what to fix.

Other IntegrationsRemote

Airflow

This MCP server is certified by [MCPHub](https://mcphub.com/mcp-servers/abhishekbhakat/airflow-mcp-server). This certification ensures that

Browser Automation

Airflow

Placeholder for the old Airflow package

Developer ToolsPython

Airflow

Airflow MCP — list DAGs/runs/task instances, tail logs, trigger and clear (write-gated)

Other Integrations

Airflow MCP 服务器

Airflow MCP 服务器 is an MCP server on MCP.so — view details, tools, and install instructions.

Other Integrations

airlabs-mcp

This Model Context Protocol (MCP) server provides access to the AirLabs aviation data API. It lets AI assistants such as Claude Desktop and Cursor access real-time flight data, airport schedules, delays, and reference…

Other Integrations

Airline Starlink Tracker

Starlink WiFi status for United, Alaska and Hawaiian flights, with per-airline route odds.

Other IntegrationsRemote

Airlock

Local daemon giving AI agents named locks, shared state, events, and a task queue over MCP.

Productivity & Project ManagementGo

Airmang-hwpx-mcp

자동화하여 HWPX 문서의 로딩, 탐색, 편집, 검증을 한 번에 처리합니다. 문단·표·주석 추가, 텍스트 일괄 치환, 머리말·꼬리말 설정 등 반복 작업을 신속히 수행합니다. 기…

Other IntegrationsRemote

air-mcp

A Node.js server implementing Model Context Protocol (MCP) for Binalyze AIR, enabling natural language interaction with AIR's digital forensics and incident response capabilities.

Monitoring & Observability

Airmcp

Apple-native MCP server - 272 tools across 29 modules. HITL, audit log, rate limits. macOS only.

Security & Identity

Air MCP

Binalyze AIR MCP Server

Monitoring & Observability

Airnow

EPA AirNow MCP — official US current + forecast AQI, keyless, from AirNow's

Weather & EnvironmentRemote

Ai.roc

ROC biometrics & computer vision: face, LPR, OCR, pedestrian, vehicle, gun detection.

Data Processing & ConversionRemote

AI Rollout Framework

90-day AI adoption framework for managers: overview, pricing, FAQ and an AI readiness assessment.

Other IntegrationsRemote

Air Pipe

Build, validate, deploy — HTTP APIs, cron jobs, webhooks and MCP tools — from your AI client.

Other IntegrationsRemote

Airplanes Live MCP

This MCP server integrates with the **airplanes.live API** to provide real-time aircraft tracking capabilities to Claude Desktop. Track flights, find

Developer ToolsPython