Ableton Live
music production1 server
Ableton Live is a digital audio workstation used for music production, live performance, and sound design workflows.
Best pick:Ableton Live MCP
66Atlassian
project management3 servers
MCP servers for Atlassian suite — Jira, Confluence, and project management integration.
Best pick:Atlassian MCP Server
70Brave Search
web search1 server
MCP servers for Brave Search API — web search with privacy-focused results.
Best pick:mcp/brave-search
25Browser Automation
browser automation2 servers
MCP servers for browser automation, web scraping, and page interaction.
Best pick:Playwright MCP
95Camunda
workflow automation1 server
MCP servers that connect AI clients to Camunda workflow automation and process orchestration systems.
Code Intelligence
developer tools1 server
MCP servers that index, search, map, or reason over source code for AI coding agents.
Best pick:codebase-memory-mcp
100Cybersecurity
security1 server
MCP servers for security testing, reconnaissance, vulnerability research, and defensive analysis workflows.
Database
database2 servers
Database MCP service grouping for servers that connect AI clients to Database.
Best pick:claude-context
85Debugging
development1 server
MCP servers for debugger control, reverse engineering workflows, program inspection, and runtime analysis from AI clients.
Best pick:x64dbg-mcp-server
70Deep Research
research1 server
MCP servers and tools for structured web research, source gathering, and knowledge synthesis.
Desktop Automation
developer tools1 server
Desktop Automation groups MCP servers that let AI clients inspect files, run local commands, automate desktop workflows, or manage developer workstations.
Best pick:Desktop Commander MCP
73MCP servers for Docker and Docker Hub — manage containers, images, and registries.
Best pick:mcp/dockerhub
25Filesystem
storage2 servers
MCP servers for file system operations including read, write, and directory management.
Best pick:mcp/filesystem
25Firecrawl
web scraping1 server
MCP servers for Firecrawl web scraping — crawl, extract, and convert web pages to structured data.
Best pick:mcp/firecrawl
25GitHub
version control5 servers
Version control and code hosting platform. MCP servers for GitHub enable AI assistants to manage repositories, pull requests, issues, and code search.
Best pick:GitHub MCP Server
87GitLab
version control2 servers
MCP servers for GitLab integration — manage repos, issues, merge requests, and CI/CD pipelines.
Best pick:@zereight/mcp-gitlab
25Google Analytics
analytics1 server
Google Analytics measurement and reporting service for web and app analytics workflows.
Best pick:google-analytics-mcp
65Google Maps
mapping2 servers
MCP servers for Google Maps integration — geocoding, directions, and place search.
Best pick:mcp/google-maps-comprehensive
25Grafana
observability1 server
Grafana is an observability and dashboarding service for metrics, logs, traces, dashboards, alerts, and data-source exploration.
Best pick:Grafana MCP Server
77Kagi MCP service grouping for servers that connect AI clients to Kagi.
Best pick:Kagi Session2API MCP
65Kubernetes
devops2 servers
Kubernetes is a container orchestration platform for managing clusters, workloads, namespaces, events, Helm releases, and platform operations.
Best pick:Kubernetes MCP Server
66Markifact
marketing automation1 server
Marketing and advertising automation service exposed through MCP-compatible workflows.
Best pick:markifact-mcp
65Media Search
media search1 server
MCP services that let agents search, retrieve, and reason over media libraries, clips, transcripts, screenshots, and local creative assets.
Memory
memory storage3 servers
MCP servers for persistent memory and knowledge graph storage across conversations.
Best pick:mcp/neo4j-memory
25Monitoring
monitoring1 server
MCP servers for monitoring and observability — dashboards, metrics, alerts, and incident tracking.
Best pick:mcp/dynatrace-mcp-server
25Neo4j is a graph database platform used to model, query, and analyze connected data with Cypher and graph-native tooling.
Best pick:mcp-neo4j-cypher
46Notion
productivity1 server
MCP servers for Notion workspace integration — access pages, databases, and content.
Obsidian
productivity1 server
MCP servers for Obsidian vault access — read notes, search, and manage your knowledge base.
MCP services for discovering, querying, and judging public open-data sources.
Best pick:public-data-lens
65Perplexity
ai search1 server
MCP servers for Perplexity AI search — query and retrieve AI-powered answers.
Best pick:mcp/perplexity-ask
25Playwright
browser automation2 servers
MCP servers for Playwright browser automation — cross-browser testing and web interaction.
Best pick:mcp/playwright
35Puppeteer
browser automation1 server
MCP servers for Puppeteer browser automation — navigate, screenshot, and interact with web pages.
Best pick:mcp/puppeteer
25Repository Context
developer tools1 server
Repository-context MCP services help AI agents map, search, and package codebase context for coding tasks.
Best pick:repo-context-mcp
65Reverse Engineering
security1 server
MCP services for binary analysis, trace review, reverse engineering, and security research workflows.
Best pick:algokiller-plugin
55Revise
productivity1 server
Revise is an AI-first document editor with an MCP server for document creation, editing, export, and collaboration.
Best pick:Revise MCP Server
61SMS Verification
identity verification1 server
MCP servers and tools for temporary phone numbers, SMS verification codes, and account activation workflows.
Best pick:SV Number MCP Server
87MCP servers for SQLite database access — lightweight embedded database operations.
Safari
browser automation1 server
Safari service pages group MCP servers and integrations for Apple Safari browser inspection, debugging, automation, and web development workflows.
Best pick:Safari MCP Server
61SearchAPI
search api1 server
SearchAPI provides structured real-time search and web data APIs, including search, maps, shopping, travel, social, ads, reviews, and transcripts.
Best pick:SearchAPI MCP Server
95MCP servers for Sentry error tracking — issues, releases, and performance monitoring.
Shopping Agents
commerce1 server
MCP services for product research, comparison, purchase review, and buyer-controlled commerce workflows.
SonarQube
code quality1 server
SonarQube is a code quality and security analysis service used to track issues, quality gates, and maintainability signals.
Best pick:SonarQube MCP Server
52MCP servers for Stripe payment processing — customers, charges, subscriptions, and invoices.
SuzieQ
network observability1 server
Network observability platform used by SuzieQ MCP integrations.
Best pick:mcp/suzieq-mcp
75Teamwork
productivity1 server
Teamwork is a client project management platform. Its MCP service connects AI agents to Teamwork project workflows.
Best pick:teamwork-mcp-server
60Terraform
infrastructure as code1 server
Infrastructure as code platform used by Terraform MCP servers.
Best pick:hashicorp/terraform-mcp-server
90TradingView
finance1 server
TradingView is a charting and market analysis platform used by traders to study stocks, crypto, forex, and other financial markets.
Best pick:tradingview-mcp
100Unity
game development1 server
Unity is a real-time 3D engine and editor used to build games, simulations, interactive tools, and XR experiences.
MCP servers for fetching and retrieving web content, URLs, and APIs.
Web Research
web research1 server
Web Research MCP service group for web research, fetch, crawl, and browsing tools used by AI agents.
WhatsApp
communication1 server
WhatsApp is a messaging service used for personal, group, and business communication. MCP servers in this service connect AI clients to WhatsApp workflows such as search and controlled sending.
Best pick:WhatsApp MCP Server
66Wikipedia
research1 server
MCP servers for Wikipedia — search and retrieve encyclopedia articles and summaries.
Best pick:mcp/wikipedia-mcp
25Xcode
developer tools1 server
Xcode is Apple’s IDE and developer toolchain for building, testing, and debugging iOS, macOS, watchOS, tvOS, and visionOS apps.
Best pick:XcodeBuildMCP
73Xiaohongshu
social media1 server
Xiaohongshu is a social content and commerce platform. MCP servers for it help AI clients automate research, publishing, and content workflows.
Best pick:xiaohongshu-mcp
100MCP servers for YouTube integration — transcripts, search, and video data.
Best pick:mcp/youtube-transcript
25MCP servers for arXiv research paper access — search, read, and explore academic papers.
Best pick:mcp/arxiv-mcp-server
25MCP servers for n8n workflow automation — trigger and manage automated workflows.