Discover Awesome MCP Servers

pharma-assistant-mcp

Enables AI assistants to query ClinicalTrials.gov and PubMed for research evidence, and to compare regulatory document changes against internal files, with strict read-only access and no ability to modify or export data.

wps-mcp-server

Enables AI agents to natively create and edit WPS Office documents, spreadsheets, and presentations via natural language commands.

MCP Google Suite

Un servidor de Protocolo de Contexto de Modelo que proporciona una integración perfecta con Google Workspace, permitiendo operaciones con Google Drive, Docs y Sheets a través de una autenticación OAuth2 segura.

MCP Test Case Generator

Generates structured, comprehensive test cases from user stories, API specs, or raw text, with automatic Excel export and Playwright automation code generation.

mcpd-proxy

An MCP server that acts as a proxy between IDEs and the mcpd daemon, exposing all mcpd-managed MCP servers through a unified interface.

re-dotnet

MCP server for .NET assembly analysis. Vendor-neutral wrapper around AsmResolver and ILSpy for parsing and decompiling .NET assemblies.

DataDive MCP

An MCP server that lets Claude and other clients query DataDive niches, keywords, competitors, and Rank Radar data using your API key, including tools for managing dives and rank radars.

studieplus-mcp

MCP server that gives Claude Desktop access to school data from Studie+ (Danish school platform), enabling queries about schedules, homework, assignments, and files directly in chat.

MCP-Ables

Turns any shell command into an MCP server by defining command-line tools in simple YAML files. Enables AI agents to execute system commands, security scanners, DevOps tools, and CLI utilities directly from chat interfaces.

WireMCP

Un servidor de Protocolo de Contexto de Modelo que proporciona a los LLM capacidades de análisis de tráfico de red en tiempo real, permitiendo tareas como la búsqueda de amenazas, el diagnóstico de redes y la detección de anomalías a través de tshark de Wireshark.

Obsidian MCP Server

Enables AI assistants to interact with Obsidian vaults through direct filesystem access, supporting note management, lightning-fast search with SQLite indexing, image analysis, tag/link management, and bulk operations.

WEEX MCP

MCP server providing WEEX market data, account information, and controlled trade execution, with local stdio and HTTP transports.

Prometheus MCP Server

A tool that enables access to Prometheus metrics data through a Model Context Protocol server, allowing interaction with monitoring data using natural language.

TextWeb

Renders web pages as structured text grids for AI agents to browse and interact with, preserving spatial layout without screenshots.

proxyllm-mcp

MCP server for ProxyLLM, the OpenAI-compatible LLM gateway, enabling live model catalogs, plan-savings calculations, routing key management, and autonomous account signup.

YouTube Transcript Server

Un servidor de Protocolo de Contexto de Modelo que permite la recuperación de transcripciones de videos de YouTube con soporte específico para cada idioma.

mcp-browser

Exposes Playwright browser automation as MCP tools, enabling AI assistants to control a real browser tab-by-tab for form filling, navigation, and more, while preserving the user's active session.

grocers-design-mcp

Exposes the Grocers Design System as queryable tools for coding agents, including design tokens, UI components, brand foundations, and a skill manifest.

lutris-source-mcp

Closes the find-download-install loop for lutris-mcp by searching Prowlarr, downloading via qBittorrent, polling until complete, classifying the result, and returning a path for installation.

UTCP Documentation MCP Server

Assists AI coding agents in understanding and implementing UTCP by providing documentation search, manual validation, code generation, OpenAPI conversion, and an LLM-powered expert agent.

Muzaic MCP Server

Enables generating AI-powered soundtracks for videos via Muzaic AI from any MCP client.

Frappe MCP Server

Allows AI assistants to interact with Frappe applications through the official REST API, enabling document CRUD operations, schema handling, and detailed API instructions.

Lumify Sports Intelligence

Schedules, scores, odds, splits & explainable AI bet confidence — 8+ sports, free instant key.

Modular RAG MCP Server

A pluggable and observable Retrieval-Augmented Generation framework that exposes hybrid search and document management tools via the Model Context Protocol. It features a complete ingestion pipeline with multi-modal support, automated evaluation using Ragas, and a Streamlit dashboard for real-time tracking.

SEFAZ SC: NFC-e

Provides read-only consultation of official SEFAZ SC NFC-e tax data via a single tool, with prepaid per-query credits and works with any MCP client.

AgentWard

Open-source permission control plane for AI agents — scan, enforce, and audit every tool call with code-level policies that prompt injection can't bypass.

RuneScape Wiki MCP Server

Enables access to RuneScape 3 data including real-time Grand Exchange prices, item information, historical price trends, and player statistics. Supports multiple game modes and provides comprehensive RuneScape Wiki API integration through natural language.

Linkup Company Research MCP

Provides 17 research tools for comprehensive company intelligence, covering aspects like overview, products, financials, and competitors. Supports both natural language answers and structured JSON output for automation.

looksy

Screenshot any URL from the command line with metadata sidecars, accessibility audits, visual regression, performance analysis, and MCP integration for AI-assisted development.