Discover Awesome MCP Servers

ClickHouse Trace-Activity MCP Server

Tracks a user's activity by trace ID from application logs stored in ClickHouse. Provides tools for log timeline, trace summaries, and search across services.

google-messages-mcp

Enables sending, reading, searching, and managing SMS/RCS messages through Google Messages web interface, requiring a persistent browser session paired with a phone.

Zendesk MCP Server by CData

Zendesk MCP Server by CData

Karenina MCP

Enables natural language querying of Karenina benchmark verification results stored in SQLite databases, allowing AI assistants to explore and analyze model performance data without writing SQL manually.

Pine Script v6 MCP Server

Provides accurate Pine Script v6 coding assistance through search, completion, and reference lookup tools using a comprehensive Japanese manual database. Enables developers to quickly find functions, constants, annotations, and API specifications for TradingView Pine Script development.

Smart Cities MCP Server

Enables AI agents to interact with IoT device data from a smart city, including public lighting, water, and gas meters. Supports querying and management via the Model Context Protocol.

code-analysis-context-python-mcp

A Model Context Protocol server for deep codebase understanding of Python projects, focusing on data analysis and scientific computing. It provides architectural analysis, pattern detection, dependency mapping, test coverage analysis, and AI-optimized context generation.

gridpane-mcp

Manage GridPane WordPress servers and sites through MCP clients like Claude or Cursor, enabling server and site operations via natural language.

spirrow-prismind

MCP server that integrates Google Drive, RAG, and memory services for context-aware knowledge management, enabling session, project, document, catalog, and knowledge operations for AI assistants.

paper-mcp

A local MCP server for searching and reading arXiv papers, enabling paper search, retrieval, and summarization through Claude.

OHIP MCP Server

A universal gateway for the Oracle Hospitality Interface Platform (OHIP) that enables AI assistants to execute authenticated API requests for hotel management tasks like reservations and inventory. It features automated OAuth 2.0 token management and secure credential handling for seamless integration with Oracle Hospitality services.

Wireshark MCP Server

An MCP server that leverages Wireshark/Tshark for real-time and offline network traffic analysis, enabling AI assistants to capture, parse, and detect threats with automated scanning and threat intelligence.

Revolut MCP

Bridges AI assistants with the Revolut Business API to enable banking operations such as listing accounts, checking balances, viewing transactions, managing counterparties, and initiating transfers through natural language.

Commerce Layer Metrics MCP Server

Enables AI agents to query commerce metrics data such as orders, carts, and returns via breakdowns, stats, and searches through the Commerce Layer Metrics API.

Takos Office

Self-hosted productivity suite with document, slide, and spreadsheet editors, all accessible via a single MCP endpoint for agent-native interaction.

labor-market-mcp-server

Provides access to worldwide labor market data including unemployment, wages, and employment statistics from BLS (US) and Eurostat (EU). Offers tools for comparing countries and sectors, and retrieving occupation outlooks.

steam-mcp

Exposes Steam Web API tools as MCP resources for Claude Code, Claude Desktop, and Gemini CLI, enabling profile lookups, game searches, achievement tracking, and more.

Backlinks MCP

A MCP server for retrieving backlink information for any domain(SEO).

Replicate Anywhere

An MCP server that enables AI assistants to search, discover, and run any model on Replicate.

GitHub MCP Server

Un servidor MCP que permite a Claude y otros LLMs compatibles con MCP interactuar con la API de GitHub, admitiendo funciones como crear incidencias, obtener información del repositorio, listar incidencias y buscar repositorios.

HubSpot CRM MCP Server

A Model Context Protocol (MCP) server that provides AI assistants with full access to HubSpot CRM. Manage contacts, companies, deals, pipelines, and associations directly from Claude, Cursor, or any MCP-compatible client.

igloo-mcp

MCP server for searching and retrieving content from Igloo digital workplace instances. Enables AI assistants to search, fetch pages as Markdown, and look up member profiles via the Igloo API.

Openfort Model Context Protocol (MCP) Server

A plug-and-play solution that enhances AI assistants by enabling them to create projects, manage configurations, and interact with Openfort's wallet infrastructure through 42 specialized tools.

small-mcp

A minimal FastMCP server in Python demonstrating all four MCP primitives with tools for arithmetic, word counting, time, and logging, resources for server info and code snippets, and prompts for summarization and code review.

@juicedresume/mcp

MCP server to score, tailor, and edit resumes on JuicedResume from any MCP client.

gdelt-events-mcp

Enables macro/geopolitical event detection by wrapping the GDELT 2.0 API, providing tools for searching events, trending actors, and sentiment timeseries from global news.

VRMCP

Enables AI to control 3D VRM models via natural language, supporting expressions, animations, and bone manipulation in real-time through a web browser.

ServiceNow MCP Server

Enables Claude to interact with ServiceNow instances through comprehensive API integration. Supports incident management, service catalog operations, change requests, knowledge base management, user administration, and agile project management with multiple authentication methods.

MCP Server Code Execution Mode

Executes Python code in isolated rootless containers while proxying MCP server tools, reducing context overhead by 95%+ and enabling complex multi-tool workflows through sandboxed code execution.