Discover Awesome MCP Servers

PostgreSQL MCP Server

Here are a few ways to translate "MCP server to interact with and inspect PostgreSQL DB" into Spanish, with slightly different nuances: * **Servidor MCP para interactuar e inspeccionar una base de datos PostgreSQL.** (This is a direct and common translation.) * **Servidor MCP para interactuar con y examinar una base de datos PostgreSQL.** (Using "examinar" instead of "inspeccionar" is also a good option.) * **Servidor MCP para la interacción e inspección de bases de datos PostgreSQL.** (This is a more formal and concise option, using nouns instead of verbs.) * **Servidor MCP para interactuar con bases de datos PostgreSQL y analizarlas.** (Using "analizarlas" is a good option if the inspection involves deeper analysis.) The best option depends on the specific context. However, the first option is a safe and generally applicable translation.

mcp-freecad

Este proyecto proporciona una integración robusta entre asistentes de IA y el software CAD FreeCAD utilizando el Protocolo de Contexto de Modelo (MCP). Permite que aplicaciones externas interactúen con FreeCAD a través de una interfaz estandarizada, ofreciendo múltiples métodos de conexión y herramientas especializadas.

Minecraft MCP Server

Enables LLMs to control a Minecraft bot through the Mineflayer API, allowing for tasks like building, mining, and inventory management via natural language. It supports complex interactions including coordinate-based movement, block manipulation, and real-time game chat.

Tenant Leasing Analytics

Enables analysis of prospective tenant inquiries and market rent comparisons through database queries, guest card analytics, and automated generation of leasing emails and visual market reports with charts.

Microsoft OneDrive MCP Server by CData

Microsoft OneDrive MCP Server by CData

Taskschmiede

Taskschmiede is an agent-first work management system where humans and AI agents are equal participants. They can own tasks, create demands, collaborate in shared endeavours, and communicate through built-in messaging.

Snowflake Developer MCP Server

Enables AI assistants to perform comprehensive Snowflake database operations including DDL, DML, and warehouse management. It allows users to query data, manage database objects, and configure permissions using natural language commands.

Congress.gov MCP Server

Machine-Consumable Proxy server that provides standardized access to the Congress.gov API, automatically handling API key injection and exposing all endpoints through FastAPI.

Salesforce Einstein MCP Server by CData

This read-only MCP Server allows you to connect to Salesforce Einstein data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Socket MCP Server

A Model Context Protocol (MCP) server for Socket integration, allowing AI assistants to efficiently check dependency vulnerability scores and security information.

mcp-server-weather-test

prueba-de-clima-mcp-servidor

mcp-declarative-java-sdk-examples

MCP Server Examples: Built Using Annotation-driven MCP Java SDK

agent-audit

Security scanner for MCP servers. Detects prompt injection, command injection, auth bypass, and excessive permissions across tools, resources, and prompts.

Mixpanel MCP Server

An MCP server that provides access to the Mixpanel REST API, enabling AI agents to query events, funnels, retention data, and user profiles. It allows users to perform complex analytics tasks and export raw event data through natural language prompts.

Alcove

MCP server that gives AI coding agents on-demand access to private project docs via BM25 ranked search. One setup for Claude Code, Cursor, Codex, Gemini CLI, and more. Docs stay private, never in public repos.

Seedream/Seedance MCP Server

Integrates Volcengine's Ark API to provide image and video generation and editing capabilities. It supports both local stdio and remote HTTP transport modes for flexible deployment and use.

Synthetic Web Search MCP Server

Exposes the Synthetic API as an MCP tool to enable web searching within Claude and other compatible applications. It provides formatted search results including titles, URLs, and text snippets for enhanced model context.

PEX MCP Server

Enables AI assistants to interact with the PEX Card External API to manage business accounts, cards, and transactions. It provides 72 tools for retrieving account balances, managing spending rules, and tracking business expenses through natural language.

Marketing Automation MCP Server

Enables AI-powered marketing campaign management across Google Ads, Facebook Ads, and Google Analytics with automated budget optimization, AI-generated ad copy, audience segmentation, and real-time performance analytics.

MCP-Prototype

Enables AI to create interactive HTML-based software prototypes with navigation, markers, and annotations. Provides a complete prototyping environment without requiring tools like Figma or Axure.

MyAIGist MCP

A local document intelligence and knowledge management server for Claude Desktop that provides RAG-powered Q\&A, media transcription, and URL crawling. It features 11 tools for processing various file types and managing a persistent local vector store with zero infrastructure costs.

Perfetto MCP

Enables natural language analysis of Perfetto traces to diagnose Android app performance issues like ANRs, jank, CPU hotspots, memory leaks, and lock contention without writing SQL queries.

weather-mcp

Returns the current and recent weather data using city name or pincode(india). Using tomorrow.io api

Akamai Traffic MCP

Exposes the Akamai Reporting API v2 to enable traffic analysis, cache offload measurement, and error rate monitoring via natural language. It provides advanced features for forecasting future traffic trends and exporting multi-sheet Excel reports.

MCP WebSocket Server

A WebSocket-based MCP server that enables mail operations including retrieval, search, and statistics for email addresses. Can be deployed on Render.com or run locally.

Claude MCP Server Ecosystem

A production-ready MCP server ecosystem providing Claude AI with 150+ specialized tools across enhanced memory, data analytics, security, design, and infrastructure domains with PostgreSQL, Redis, Qdrant, and Docker orchestration.

hivegate

MCP server for cross-platform agent onboarding. Registers external agents, translates intents from LangChain, CrewAI, AutoGen, and A2A formats, and proxies cross-ecosystem transactions.

Production-Ready FastMCP Server

A production-grade MCP server and client implementation with comprehensive features including structured logging, health checks, metrics, authentication, and RAG capabilities with PostgreSQL vector search. Supports both stdio and SSE transports with containerization and security features for enterprise deployment.

YouTube Ultimate Toolkit MCP

A comprehensive MCP server that provides Claude AI with full access to YouTube content, including searchable transcripts, metadata, comments, and playlists. It uniquely supports capturing video screenshots and extracting audio clips for analysis across both local and remote platforms.