Discover Awesome MCP Servers

Swiss Ephemeris MCP Server

Provides astronomical calculations using the Swiss Ephemeris library, including planetary positions, houses, chart points, and asteroids for any date and location.

Robot Framework MCP Server

A Model Context Protocol server that enables generating and managing Robot Framework test automation with SeleniumLibrary, including test case generation, page object models, and advanced web testing capabilities.

ai-developer-assistant-mcp

Access a 24/7 AI senior developer with 26 specialized tools for the full software development lifecycle. Use tools like explain_code, debug_code, and refactor_code to analyze, debug, and optimize your codebase instantly. Deploy github_fix_issue and create_pr for seamless GitHub automation, or get ai_development_advice for architecture and career guidance.

Claude Research Gateway

An MCP server that enables Claude to access paywalled scientific papers through your institutional login (Shibboleth/SAML SSO, EZProxy).

NinjaOne MCP Server

MCP server providing 75 tools for querying devices, managing alerts, running scripts, creating tickets, and more via the NinjaOne RMM platform.

HubSpot MCP

Provides standardized access to HubSpot CRM API for managing contacts, companies, deals, leads, engagements, and associations with support for batch operations and advanced search capabilities.

Mixpanel MCP Connector

Enables ChatGPT to query and analyze Mixpanel analytics data in real-time. Provides live access to event segmentation and detailed analytics data from your Mixpanel project through natural language.

wunder-user-mcp

An MCP server that exposes the Wunder Mobility v2 end-user API as tools, enabling clients to browse vehicles, manage rentals, and create reservations on behalf of a signed-in user.

BCB MCP

MCP server for the Brazilian Central Bank (BCB/SGS) public API, providing access to 18,000+ economic time series. Includes a curated catalog of 150+ popular indicators organized in 12 categories: interest rates (Selic), inflation (IPCA, IGP-M, INPC), exchange rates (USD, EUR), GDP, employment, credit, fiscal data, and more. Supports historical queries with date filters, latest values, metadata loo

Gemini Image MCP Server

Provides image generation, modification, and analysis capabilities using Google's Gemini API, enabling AI-powered image operations through natural language.

job-search-mcp

Searches job postings from Korean job platforms (JobKorea, Saramin) by company name, offering both single and bulk search tools.

Vault MCP Bridge

Enables secure management of agent-scoped secrets in HashiCorp Vault through MCP protocol. Provides per-agent namespacing, multiple authentication methods (API key, JWT, mTLS), and optional encryption/decryption capabilities with built-in rate limiting.

Email MCP

Un servidor MCP que habilita la funcionalidad POP3 y SMTP para Agentes de IA compatibles.

Modular MCP Server

A config-driven, zero-dependency MCP server with plugin architecture that enables filesystem operations, shell commands, HTTP requests, and utilities through simple JSON configuration.

RedNote MCP

Enables users to search and retrieve content from Xiaohongshu (Red Book) platform with smart search capabilities and rich data extraction including note content, author information, and images.

MCP Server for Cappt

A Model Context Protocol server that allows generating outlines and presentations with cappt.cc, featuring tools for creating presentations from outlines and prompts for generating standard outlines.

task-orchestrator-mcp

An MCP server for task orchestration.

cisco-cucm-mcp

MCP server for Cisco CUCM operational debugging — 61 tools covering logs, device inventory, performance monitoring, packet capture, call analysis, service control, AXL discovery, certificates, backups, CTI status, and cluster topology.

careflow-mcp

Enables Claude and other AI assistants to trigger HIPAA-compliant patient task management workflows through natural language.

AppFlowy MCP Server

Enables automatic upload of AI-generated rich text content to AppFlowy with Markdown syntax support, allowing seamless document creation and management through natural language instructions.

RDF4J MCP Server

An MCP server that enables AI-powered exploration of RDF data and SPARQL querying via RDF4J. It provides tools for executing queries, searching knowledge graph resources, and retrieving schema summaries.

Knowledge Graph Memory Server

Mejora el servidor de memoria MCP implementando PouchDB para un almacenamiento de documentos robusto y permitiendo la creación y gestión de un grafo de conocimiento que capture las interacciones a través de modelos de lenguaje.

codebase-memory

Provides persistent memory for AI coding agents through the Model Context Protocol, enabling them to store and retrieve project knowledge across sessions.

SwagManager MCP

An MCP server for SwagManager that enables comprehensive management of inventory, orders, analytics, and customers. It provides a suite of tools for tracking stock velocity, processing purchase orders, and managing store locations directly through Claude.

Next.js + React + Tailwind Assistant

Provides comprehensive documentation search for Next.js 15+ and Tailwind CSS 3+, along with 27 production-ready Catalyst UI components and 13 design patterns for building modern web applications.

PayPal MCP Server

A Python implementation that enables Large Language Models to interact with PayPal's APIs through function calling, supporting features like invoices, orders, products, subscriptions, and transactions.

sbwsz-mcp

Provide seamless access to Magic: The Gathering Chinese card data from 大学院废墟(sbwsz.com) through a set of powerful query tools. Search cards by complex criteria, retrieve card sets, and get detailed card information to enhance your applications or workflows.

Claude Gemini Bridge

An MCP server that provides access to Google Gemini models via Vertex AI, enabling text generation, multi-turn chat, image/video generation, and frontend design through Claude Code.

MCP Weather Server

Un servidor especializado de datos meteorológicos construido utilizando el SDK de MCP y TypeScript que proporciona información meteorológica a través del Protocolo de Contexto de Modelo (MCP). Este proyecto permite que los Modelos de Lenguaje Grandes que admiten MCP accedan directamente a los datos meteorológicos, creando una integración perfecta entre los sistemas de IA y la información meteorológica en tiempo real.