MCP Servers by Service

Browse MCP servers grouped by the services they connect to. Each service page shows all available implementations ranked by quality.

Ableton Live icon

Ableton Live

1 implementation

Ableton Live is a digital audio workstation used for music production, live performance, and sound design workflows.

Top: Ableton Live MCP66/100
Atlassian icon

Atlassian

3 implementations

MCP servers for Atlassian suite — Jira, Confluence, and project management integration.

Top: Atlassian MCP Server70/100
Brave Search icon

Brave Search

1 implementation

MCP servers for Brave Search API — web search with privacy-focused results.

Top: mcp/brave-search25/100
Browser Automation icon

Browser Automation

2 implementations

MCP servers for browser automation, web scraping, and page interaction.

Top: Playwright MCP95/100
Camunda icon

Camunda

1 implementation

MCP servers that connect AI clients to Camunda workflow automation and process orchestration systems.

Top: mcp/camunda46/100
Code Intelligence icon

Code Intelligence

1 implementation

MCP servers that index, search, map, or reason over source code for AI coding agents.

Top: codebase-memory-mcp100/100
Cybersecurity icon

Cybersecurity

1 implementation

MCP servers for security testing, reconnaissance, vulnerability research, and defensive analysis workflows.

Top: hexstrike-ai68/100
Database icon

Database

2 implementations

Database MCP service grouping for servers that connect AI clients to Database.

Top: claude-context85/100
Deep Research icon

Deep Research

1 implementation

MCP servers and tools for structured web research, source gathering, and knowledge synthesis.

Top: BeHive76/100
Desktop Automation icon

Desktop Automation

1 implementation

Desktop Automation groups MCP servers that let AI clients inspect files, run local commands, automate desktop workflows, or manage developer workstations.

Top: Desktop Commander MCP73/100
Docker icon

Docker

1 implementation

MCP servers for Docker and Docker Hub — manage containers, images, and registries.

Top: mcp/dockerhub25/100
Filesystem icon

Filesystem

2 implementations

MCP servers for file system operations including read, write, and directory management.

Top: mcp/filesystem25/100
Firecrawl icon

Firecrawl

1 implementation

MCP servers for Firecrawl web scraping — crawl, extract, and convert web pages to structured data.

Top: mcp/firecrawl25/100
GitHub icon

GitHub

4 implementations

Version control and code hosting platform. MCP servers for GitHub enable AI assistants to manage repositories, pull requests, issues, and code search.

Top: GitHub MCP Server87/100
GitLab icon

GitLab

2 implementations

MCP servers for GitLab integration — manage repos, issues, merge requests, and CI/CD pipelines.

Top: @zereight/mcp-gitlab25/100
Google Analytics icon

Google Analytics

1 implementation

Google Analytics measurement and reporting service for web and app analytics workflows.

Top: google-analytics-mcp65/100
Google Maps icon

Google Maps

2 implementations

MCP servers for Google Maps integration — geocoding, directions, and place search.

Top: mcp/google-maps25/100
Grafana icon

Grafana

1 implementation

Grafana is an observability and dashboarding service for metrics, logs, traces, dashboards, alerts, and data-source exploration.

Top: Grafana MCP Server77/100
Kagi icon

Kagi

1 implementation

Kagi MCP service grouping for servers that connect AI clients to Kagi.

Top: Kagi Session2API MCP65/100
Kubernetes icon

Kubernetes

2 implementations

Kubernetes is a container orchestration platform for managing clusters, workloads, namespaces, events, Helm releases, and platform operations.

Top: Kubernetes MCP Server66/100
Markifact icon

Markifact

1 implementation

Marketing and advertising automation service exposed through MCP-compatible workflows.

Top: markifact-mcp65/100
Memory icon

Memory

3 implementations

MCP servers for persistent memory and knowledge graph storage across conversations.

Top: cursor-memory25/100
Monitoring icon

Monitoring

1 implementation

MCP servers for monitoring and observability — dashboards, metrics, alerts, and incident tracking.

Top: mcp/dynatrace-mcp-server25/100
Neo4j icon

Neo4j

1 implementation

Neo4j is a graph database platform used to model, query, and analyze connected data with Cypher and graph-native tooling.

Top: mcp-neo4j-cypher46/100
Notion icon

Notion

1 implementation

MCP servers for Notion workspace integration — access pages, databases, and content.

Top: mcp/notion25/100
Obsidian icon

Obsidian

1 implementation

MCP servers for Obsidian vault access — read notes, search, and manage your knowledge base.

Top: mcp/obsidian25/100
Open Data icon

Open Data

1 implementation

MCP services for discovering, querying, and judging public open-data sources.

Top: public-data-lens65/100
Perplexity icon

Perplexity

1 implementation

MCP servers for Perplexity AI search — query and retrieve AI-powered answers.

Top: mcp/perplexity-ask25/100
Playwright icon

Playwright

2 implementations

MCP servers for Playwright browser automation — cross-browser testing and web interaction.

Top: mcp/playwright35/100
Puppeteer icon

Puppeteer

1 implementation

MCP servers for Puppeteer browser automation — navigate, screenshot, and interact with web pages.

Top: mcp/puppeteer25/100
Reverse Engineering icon

Reverse Engineering

1 implementation

MCP services for binary analysis, trace review, reverse engineering, and security research workflows.

Top: algokiller-plugin55/100
Revise icon

Revise

1 implementation

Revise is an AI-first document editor with an MCP server for document creation, editing, export, and collaboration.

Top: Revise MCP Server61/100
SQLite icon

SQLite

2 implementations

MCP servers for SQLite database access — lightweight embedded database operations.

Top: mcp/sqlite25/100
Safari icon

Safari

1 implementation

Safari service pages group MCP servers and integrations for Apple Safari browser inspection, debugging, automation, and web development workflows.

Top: Safari MCP Server61/100
SearchAPI icon

SearchAPI

1 implementation

SearchAPI provides structured real-time search and web data APIs, including search, maps, shopping, travel, social, ads, reviews, and transcripts.

Top: SearchAPI MCP Server95/100
Sentry icon

Sentry

1 implementation

MCP servers for Sentry error tracking — issues, releases, and performance monitoring.

Top: mcp/sentry25/100
Slack icon

Slack

1 implementation

MCP servers for slack

Top: mcp/slack25/100
Stripe icon

Stripe

1 implementation

MCP servers for Stripe payment processing — customers, charges, subscriptions, and invoices.

Top: mcp/stripe25/100
SuzieQ icon

SuzieQ

1 implementation

Network observability platform used by SuzieQ MCP integrations.

Top: mcp/suzieq-mcp75/100
Teamwork icon

Teamwork

1 implementation

Teamwork is a client project management platform. Its MCP service connects AI agents to Teamwork project workflows.

Top: teamwork-mcp-server60/100
Terraform icon

Terraform

1 implementation

Infrastructure as code platform used by Terraform MCP servers.

Top: hashicorp/terraform-mcp-server90/100
TradingView icon

TradingView

1 implementation

TradingView is a charting and market analysis platform used by traders to study stocks, crypto, forex, and other financial markets.

Top: tradingview-mcp100/100
Unity icon

Unity

1 implementation

Unity is a real-time 3D engine and editor used to build games, simulations, interactive tools, and XR experiences.

Top: Unity MCP89/100
Web Fetching icon

Web Fetching

1 implementation

MCP servers for fetching and retrieving web content, URLs, and APIs.

Top: mcp/fetch25/100
Web Research icon

Web Research

1 implementation

Web Research MCP service group for web research, fetch, crawl, and browsing tools used by AI agents.

Top: wigolo65/100
WhatsApp icon

WhatsApp

1 implementation

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.

Top: WhatsApp MCP Server66/100
Wikipedia icon

Wikipedia

1 implementation

MCP servers for Wikipedia — search and retrieve encyclopedia articles and summaries.

Top: mcp/wikipedia-mcp25/100
Xcode icon

Xcode

1 implementation

Xcode is Apple’s IDE and developer toolchain for building, testing, and debugging iOS, macOS, watchOS, tvOS, and visionOS apps.

Top: XcodeBuildMCP73/100
Xiaohongshu icon

Xiaohongshu

1 implementation

Xiaohongshu is a social content and commerce platform. MCP servers for it help AI clients automate research, publishing, and content workflows.

Top: xiaohongshu-mcp100/100
YouTube icon

YouTube

1 implementation

MCP servers for YouTube integration — transcripts, search, and video data.

Top: mcp/youtube-transcript25/100
arXiv icon

arXiv

1 implementation

MCP servers for arXiv research paper access — search, read, and explore academic papers.

Top: mcp/arxiv-mcp-server25/100
n8n icon

n8n

2 implementations

MCP servers for n8n workflow automation — trigger and manage automated workflows.

Top: n8n-mcp60/100