Discover Awesome MCP Servers

Channel Brains

Local MCP server that indexes public YouTube captions into a searchable SQLite FTS5 database, enabling timestamped search and transcript retrieval without an API key.

Support Ticket Triage MCP

A local MCP server for governed support-ticket triage that reads synthetic tickets and knowledge articles, prepares evidence-backed recommendations, and records local audit events.

Google Trends MCP Server

Provides access to Google Trends data including status, trending questions, and trending topics via MCP tools.

Model Context Protocol Servers in Quarkus/Java

거울

knu-mcp

Unofficial MCP server for Kangwon National University that provides academic calendar, cafeteria menus, notices, shuttle bus and city bus arrival information via natural language.

global-entry-scanner

MCP server to scan for open Global Entry / NEXUS appointment slots and get notified via email, Slack, or Discord.

Shopify Liquid MCP Server

Provides instant, offline access to complete Shopify Liquid documentation (198 docs covering tags, filters, and objects) for AI assistants to help with theme development and Liquid templating.

collimer-mcp

Runs a free Collimer AI-search visibility scan on any website via one tool (collimer_scan). Returns a 0–100 score, confidence interval, the biggest gap, and a branded report URL across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews.

bybit-mcp-server

Enables AI assistants to interact with the Bybit cryptocurrency exchange via the V5 API, supporting market data, trading, and account management with both local and remote OAuth-authenticated connections.

Eterna MCP

Premium low cost execution layer for AI trading agents, with access to perpetual futures trading across 500+ pairs and $10B+ in aggregated liquidity.

Fetchium

Fetchium — token-efficient web retrieval for AI agents

Plain English

Enables users to paste contracts, leases, terms of service, and other documents to receive a plain-English summary of key risks, deadlines, rights, and negotiation points.

Google Analytics MCP

A GCP-hosted MCP server for Google Analytics GA4 where each user logs in with their own Google account and queries are scoped to that user's permissions.

recall

A zero-dependency MCP server for cross-session memory recall in Claude Code. Provides lexical search, listing, and retrieval of past session memories to avoid re-explaining context.

MachineProfile MCP

Enables AI assistants to retrieve structured information about the local Windows machine, including system specifications, resource health, developer tools, and AI environment, all through a secure, read-only interface.

deeporax-browser-mcp

MCP server to control a real Chrome browser from Claude, enabling navigation, DOM snapshots, clicks, typing, screenshots, and JS execution via a Chrome extension bridge.

NoteMind

A lightweight, intelligent note-organizing server that acts as an AI-powered personal memory vault for capturing, organizing, and retrieving insights using FastMCP and SQLite.

hive-mcp-swap

Agent-native vAMM DEX enabling swaps across USDC, USDCx, USAD, and ALEO with real Base L2 settlement and ZK-private routing.

Redash MCP Server

Enables interaction with Redash instances through a standardized interface, allowing users to execute SQL queries, manage data sources, and retrieve query results using natural language.

Web Search MCP Server

Provides Google search and web content viewing with advanced bot detection avoidance using rebrowser-puppeteer.

Reddit MCP

PRAW 라이브러리를 통해 AI 어시스턴트가 레딧 콘텐츠를 탐색, 검색 및 읽을 수 있도록 하는 플러그 앤 플레이 방식의 MCP 서버입니다.

Rosh MCP Server

Enables AI to create and publish interactive web apps, games, and 3D scenes using Rosh, a plain-English programming language. It supports compilation to HTML5 canvas, Phaser, or Three.js.

MCP Framework

A middleware system that connects large language models (LLMs) with various tool services through an OpenAI-compatible API, enabling enhanced AI assistant capabilities with features like file operations, web browsing, and database management.

ArkForge Trust Layer

Third-party certifying proxy — sign any HTTP call (AI agents, webhooks, microservices) with an independent Ed25519 signature, RFC 3161 timestamp, and Sigstore Rekor anchor.

Azure DevOps MCP Server for Cursor

Enables interaction with Azure DevOps through natural language in Cursor IDE. Supports work item management, pull requests, builds, releases, test management, and guided workflows for development teams, QA testers, and release management.

k8s-mcp

A lightweight MCP server that enables AI assistants to deploy, inspect, and operate Kubernetes workloads through high-level workflow tools, reducing token usage with structured outputs.

gpt-subagents-subscription

Unofficial MCP server that provides GPT subagent tools using a ChatGPT subscription via OAuth, enabling access to GPT models for orchestrated tasks.

Sentry Sensei MCP

Integrates Sentry error tracking and JIRA project management APIs, enabling users to query organizations, projects, and issues from Sentry, and retrieve or update JIRA ticket information through natural language.

mcp-openchargemap

Enables querying global EV charging station data from Open Charge Map through natural language, accessing real-time station information via the Pipeworx gateway.

design-flow-mcp

MCP server bridging ChatGPT-compatible clients to the Design Flow System, enabling project session management, draft import, round locking, and read-only access to design state and traceability.