Discover Awesome MCP Servers

Lyceum

An MCP server that enables querying and managing Calibre libraries via chat by interacting with the Calibre content server over HTTP. It allows users to search for books, update metadata, manage authors and tags, and handle book file uploads or conversions.

expression-atlas

Enables querying the EBI Expression Atlas for gene expression data across species and conditions. Part of the Pipeworx gateway, it provides access to baseline and differential expression studies.

TestRail MCP Server

Connect your AI coding assistant to TestRail to manage test cases, runs, results, and more directly from VS Code, Cursor, Claude Desktop, or Claude Code.

AIE8-MCP Server

An MCP server that provides web search capabilities through the Tavily API and weather data retrieval tools. It demonstrates how to integrate external APIs into AI applications and build agentic workflows with LangGraph.

lore-mcp

Persistent knowledge layer for AI agents. Structured KB with search, investigation threads, multi-session journal, and multi-agent attribution. SQLite or PostgreSQL.

AgenSysAdmin

MCP server for remote Linux server administration via SSH, integrating with Claude Code to manage Ubuntu/Debian servers.

MCP Jira & Confluence Server

A Model Context Protocol server that integrates with Atlassian's Jira and Confluence, enabling AI assistants to interact with these tools directly through features like issue management, page creation, and content search.

greenroom

An entertainment recommender MCP server that integrates with TMDB to help agents discover films and television shows based on genre, release year, and language. It also includes utilities for comparing multi-agent LLM responses and analyzing entertainment industry data.

NSE Ticker MCP Server

Enables access to National Stock Exchange (NSE) market data through the Upstox API. It allows users to retrieve historical OHLCV candle data across various time intervals for stock analysis.

Google Sheets Analytics MCP

This MCP server enables AI assistants to automatically sync Google Sheets data to a local database and perform natural language queries and analysis on spreadsheet data.

@uselink/mcp

MCP server to publish HTML/Markdown docs, upload assets, and reply to stakeholder comments on uselink.app directly from AI tools like Claude and Cursor.

teztun-mcp

Manage TezTun tunnels, subdomains, and service tokens from any MCP-compatible AI client. TezTun is a self-hosted ngrok alternative that exposes localhost services through teztun.uz with HTTPS and optional custom domains.

gopls-mcp

https://gopls-mcp.org/ MCP server for golang projects development: Expand AI Code Agent ability boundary to have a semantic understanding and determinisic information for golang projects.

Notifications MCP Server

A Model Context Protocol server that allows AI agents to play notification sounds when tasks are completed.

G4 Data Model MCP Server

Enables deployment of a customizable MCP server on Cloudflare Workers without authentication. Allows users to define custom tools and connect to clients like Claude Desktop or Cloudflare AI Playground for remote tool execution.

BarrHawk

Enables automated end-to-end testing and verification of web applications through natural language, with self-healing selectors and dual-mode execution.

Google Analytics MCP Server

Enables LLMs to interact with Google Analytics Admin and Data APIs to retrieve account summaries, property details, and custom metrics. It allows users to run core and real-time reports to analyze website performance and configuration via natural language.

Code Execution MCP Server

Enables AI agents to execute terminal commands and Python code on the host system with session management and smart output handling, leveraging Agent Zero's proven implementation.

docx-mcp

Enables comprehensive management of Microsoft Word documents with 30+ tools for reading, writing, formatting, template merging, image extraction, equation extraction, and style application.

MCP Windows Screenshots

An MCP server that enables Claude to access Windows screenshots from WSL2, allowing users to easily share screenshots with Claude Code without manually navigating complex file paths.

keka-mcp-server

MCP server for the Keka HRM API, enabling HR operations like employee management, leave, attendance, payroll, recruitment, and PSA.

ragx

RAGX MCP Server enables retrieval-augmented generation with document ingestion, hybrid search, and agentic answering using Claude, exposing tools for querying, searching, and managing documents.

MCP Policy Gatekeeper

Provides real-time policy enforcement for AI coding agents by intercepting and validating their actions against organizational standards like naming conventions, security policies, and compliance rules before execution. Prevents violations through immediate feedback and auto-correction suggestions.

yuanhe-renovation-mcp

Enables AI agents to perform renovation tasks such as calculating tile quantities and listing common tile sizes.

Todo MCP Server

A complete todo management system with authentication and billing that enables AI assistants to create, manage, and track todos with user accounts, free tier limits, and database persistence.

unreal-ai-connection

Drive the Unreal Engine 5.7 editor from any MCP client over a local TCP socket - 105 editor-automation tools (72 native C++ handlers + 33 bridge-side): actors, levels, materials, Blueprints, sequencer, rendering, asset import, editor Python. Native C++ plugin + thin Python bridge, ~50ms round-trips. MIT.

mcp-celestrak

Provides satellite orbital elements (TLE / GP data) for any tracked object via MCP.

Shell Server

A simple MCP server that exposes a terminal tool, allowing AI agents to execute shell commands.

Google Search Console MCP Server

Here are a few options for translating "MCP server voor Google Search Console API integratie met n8n" into Spanish, depending on the nuance you want to convey: **Option 1 (Most Direct):** * **Servidor MCP para la integración de la API de Google Search Console con n8n** * This is a very literal translation and likely the best choice if you want to be clear and concise. **Option 2 (Slightly More Natural):** * **Servidor MCP para integrar la API de Google Search Console en n8n** * This uses "integrar" (to integrate) which can sound a bit more natural in some contexts. **Option 3 (Emphasizing Purpose):** * **Servidor MCP para la integración con n8n usando la API de Google Search Console** * This rephrases the sentence to emphasize that the integration is *using* the Google Search Console API. **Explanation of Choices:** * **MCP Server:** "Servidor MCP" is the most direct translation and likely the best choice unless you have specific context suggesting otherwise. * **Google Search Console API:** "API de Google Search Console" is the standard translation. * **Integration with n8n:** "Integración con n8n" is the standard translation. "En n8n" (in n8n) also works well. I recommend using **Option 1: Servidor MCP para la integración de la API de Google Search Console con n8n** unless you have a specific reason to prefer one of the other options.

mcp-myvariant

Enables querying metadata from MyVariant.info, a comprehensive variant annotation database, providing dataset statistics, source information, and build versions.