Discover Awesome MCP Servers

HR MCP Server

Um servidor de Protocolo de Contexto de Modelo que permite ao Claude Desktop acessar dados estruturados de funcionários e realizar operações de RH, incluindo pesquisas de funcionários, buscas e solicitações globais de licença.

WebScraping.AI MCP Server

Uma implementação de servidor de Protocolo de Contexto de Modelo (MCP) que se integra com o WebScraping.AI para capacidades de extração de dados da web.

Grep MCP Server

Provides powerful text search capabilities using the grep command-line utility, allowing users to search files and directories using both natural language descriptions and regex patterns.

RoboDK MCP Server

Enables AI agents to control RoboDK robotics simulation software, allowing them to manage stations, add robots, and inspect station hierarchies through natural language commands.

Prompt Optimizer MCP Server

An AI server that provides intelligent prompt optimization capabilities, enhancing prompts for clarity, specificity, structure, and other attributes to improve AI interactions.

Gigaspec

An AI-native specification framework that enables deep requirements analysis and structured project planning through intelligent Q\&A workflows. The MCP server provides tools for project initialization, requirement analysis, and the generation of living documentation like development plans and architecture specs.

Yahoo Finance MCP for LLaMA 3.2 3B

Integra a API do Yahoo Finance com o LLaMA 3.2 3B, permitindo que os usuários recuperem preços de ações em tempo real, informações sobre empresas, dados históricos e notícias do mercado, mantendo as capacidades originais do modelo.

Memorious MCP

Provides AI assistants with long-term semantic memory capabilities through local vector-based storage. Enables storing, recalling, and managing information across sessions with complete privacy using ChromaDB, with no data ever leaving your machine.

flaiwheel

Self-hosted memory and governance layer for AI coding agents. 28 MCP tools with hybrid search, structured knowledge capture, behavioral nudges, and git-native storage. Zero cloud dependencies.

Stripe MCP Server

A remote MCP server implementation that integrates with Stripe, enabling AI assistants to interact with the Stripe API for payment processing functionality.

MCP Auth Server

A Model Context Protocol (MCP) server with HTTP transport that implements JWT authentication, allowing secure tool execution and prompt handling with role-based access control.

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BigQuery Austin Bikeshare MCP Server

Provides a semantic layer for querying and analyzing BigQuery's Austin Bikeshare public dataset with structured dimensions and measures through a simplified interface.

matlab-mcp-server-python

MCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Plotly plots, custom tools, and monitoring dashboard

MCP Invoice

Um servidor Python MCP para processamento de faturas e recibos que utiliza tecnologia OCR para extrair dados de PDFs e imagens, oferecendo aos assistentes de IA a capacidade de processar, extrair texto e mesclar documentos de fatura.

CloakLLM MCP Server

Wraps CloakLLM's Python SDK to provide tools for PII detection, cloaking, and restoration within MCP-compatible clients. It enables users to sanitize sensitive data before sending it to an LLM and restore original values using unique token map IDs.

Fast Mermaid Validator MCP

Validates Mermaid diagrams with comprehensive grammar parsing supporting 28+ diagram types. Processes markdown files, ZIP archives, and direct input with detailed error reporting and enterprise-grade performance capabilities.

MCP Enterprise Demo - Gestion Commerciale

Enables AI assistants to interact with a commercial management system through controlled capabilities for querying orders, analyzing invoices, summarizing customer activity, and creating orders, with role-based access control and audit trails.

Obsidian Knowledge Management MCP Server

Enables LLMs to read, search, and manage Obsidian vault markdown files, including YAML frontmatter, wikilinks, and graph operations through a secure stateless I/O layer.

Confluence MCP Server

Um servidor MCP que permite pesquisar e recuperar conteúdo de sistemas de documentação Confluence, oferecendo recursos tanto para buscas de documentos quanto para recuperação do conteúdo completo das páginas.

Last.fm MCP Server

Enables interaction with Last.fm music data including searching for artists, albums, and tracks, accessing user listening history, and managing music preferences. Supports both read-only operations and authenticated write operations like scrobbling and loving tracks.

jimeng4-mcp

An MCP server providing multi-modal generation tools based on Volcengine's Jimeng AI, supporting high-quality 4K image creation, intelligent image editing, and video generation. It enables users to perform complex visual tasks directly within clients like Cursor and Claude Desktop.

DWD MCP Server

Provides access to German Weather Service (DWD) data via the Bright Sky API, including current conditions, forecasts, and official weather alerts. Users can retrieve weather information and locate stations using either city names or geographic coordinates.

Agent Farm

An orchestration platform for deploying parallel swarms of tool-enabled AI agents to perform complex tasks like code generation, system monitoring, and multi-perspective analysis. It features a unique chunked write pattern that enables the creation of large-scale documents and code files by assembling parallel agent outputs.

RISEN Prompt Engineering MCP Tool

A Model Context Protocol server that helps users create, validate, manage, and optimize prompts using the RISEN framework (Role, Instructions, Steps, Expectations, Narrowing).

Remote MCP Server (Authless)

A template for deploying an authentication-free MCP server on Cloudflare Workers. Enables quick deployment of custom tools accessible via SSE from Claude Desktop or the Cloudflare AI Playground.

Claude-Modeling-Labs MCP Server

A comprehensive toolkit that enables automated interaction with Cisco Modeling Labs (CML) for creating network topologies, configuring devices, and managing lab environments.

SearXNG MCP Server

An MCP server that enables web search capabilities by integrating with a SearXNG instance to aggregate results from over 130 engines. It allows users to perform filtered searches across categories like news, science, and social media while supporting advanced parameters for language and time range.