MCP Marketplace

Reference Servers Ray | All AI Browser Cloud Code Communication Data Database Design DevOps Education File Finance Gaming Knowledge Maps Media Monitoring Productivity Science Search Security Social Weather

Filesystem MCP Server REF

Secure file operations with configurable access controls for reading, writing, and managing files.

32,400 stars File #1

GitHub MCP Server REF

Repository management, file operations, issue tracking, and pull request automation via GitHub API.

32,400 stars Code #2

PostgreSQL MCP Server REF

Read-only database access with schema inspection for PostgreSQL databases.

32,400 stars Database #3

Brave Search MCP REF

Web and local search using the Brave Search API with flexible filtering options.

32,400 stars Search #4

Puppeteer MCP REF

Browser automation and web scraping using Puppeteer with screenshot and console monitoring.

32,400 stars Browser #5

Slack MCP Server REF

Channel management, messaging, and user operations for Slack workspaces.

32,400 stars Communication #6

Google Maps MCP REF

Location services, directions, place details, and geocoding via Google Maps Platform.

32,400 stars Maps #7

Memory MCP Server REF

Knowledge graph-based persistent memory system for maintaining context across sessions.

32,400 stars Knowledge #8

Fetch MCP Server REF

Web content fetching and conversion with robots.txt support and flexible content extraction.

32,400 stars Data #9

SQLite MCP Server REF

Database interaction and business intelligence capabilities with built-in analysis features.

32,400 stars Database #10

Sentry MCP Server REF

Error tracking and performance monitoring integration for Sentry issues and events.

32,400 stars Monitoring #11

Git MCP Server REF

Direct Git repository operations including reading, searching, and analyzing local repositories.

32,400 stars Code #12

Cloudflare MCP Server

Manage Cloudflare Workers, KV, R2, and D1 resources programmatically.

2,100 stars Cloud #13

AWS KB Retrieval MCP REF

Retrieve information from AWS Knowledge Bases using Bedrock Agent Runtime.

32,400 stars Cloud #14

Linear MCP Server

Project management integration for creating, updating, and searching Linear issues and projects.

32,400 stars Productivity #15

Stripe MCP Server

Payment processing, customer management, and subscription operations via Stripe API.

1,800 stars Finance #16

Docker MCP Server

Container management, image operations, and Docker Compose orchestration.

32,400 stars DevOps #17

Spotify MCP Server

Music playback control, playlist management, and music search via Spotify Web API.

580 stars Media #18

Notion MCP Server

Workspace interaction for searching, reading, creating, and updating Notion pages and databases.

32,400 stars Productivity #19

Figma MCP Server

Design file access, component inspection, and design token extraction from Figma.

950 stars Design #20

Tavily MCP Server

AI-optimized search engine with real-time web search and content extraction.

420 stars Search #21

OpenWeather MCP

Current weather data, forecasts, and historical weather information worldwide.

32,400 stars Weather #22

Vercel MCP Server

Deployment management, project configuration, and serverless function operations on Vercel.

310 stars DevOps #23

Supabase MCP Server

Full Supabase platform access including database, auth, storage, and edge functions.

480 stars Database #24

Axiom MCP Server

Query, analyze, and monitor log data using Axiom Processing Language.

260 stars Monitoring #25

Everything MCP Server REF

Reference and test server demonstrating MCP features including prompts, resources, and tools.

32,400 stars AI #26

Sequential Thinking MCP REF

Dynamic and reflective problem-solving through structured thought sequences.

32,400 stars AI #27

Time MCP Server REF

Time and timezone conversion capabilities for scheduling and coordination.

32,400 stars Data #28