Discover Awesome MCP Servers

demo-mcp-01

A starter MCP server that provides a calculator tool for performing basic arithmetic operations within Claude Desktop. It serves as a demonstration project for building and extending local tools using the Model Context Protocol.

mcp

Repositório de Servidores MCP UW-SSEC

HF Dataset MCP

An MCP server for the Hugging Face Dataset Viewer API that enables searching, fetching, and filtering datasets on the Hugging Face Hub. It allows users to explore schemas, perform full-text searches, and analyze dataset statistics through natural language.

Survey Insight MCP Server

Analyzes survey comments from CSV files using morphological analysis and AI to generate interactive HTML dashboards with word clouds, keyword rankings, and actionable insights in Japanese or English.

Office Supplies Inventory NANDA Service

MCP server that allows AI assistants to query and retrieve information about office supplies inventory from a CSV file.

Jebmcp

jebmcp é uma ferramenta leve para gerenciar e processar trabalhos em lote em ambientes de nuvem. Ela simplifica o agendamento e o monitoramento de tarefas, facilitando para os desenvolvedores otimizar fluxos de trabalho e melhorar a produtividade.

Megaraptor MCP

Enables AI assistants to interact with the Velociraptor digital forensics and incident response platform for endpoint management and threat hunting. It supports artifact collection, VQL query execution, and automated forensic investigation workflows.

Hospital MCP Server

Provides secure, read-only access to a PostgreSQL Hospital Management System through Claude Desktop. Enables querying doctor information, appointments, room status, and billing summaries using safe, parameterized queries.

che-word-mcp

Swift-native MCP server for Word (.docx) document manipulation. 148 tools for creating, reading, editing, formatting, and exporting Word documents with full OOXML support.

Hedera Toolbox

Production MCP server giving AI agents metered access to live Hedera blockchain data. Query token prices, screen identities, monitor governance, write tamper-evident HCS compliance records, and analyze smart contracts — all paid in HBAR micropayments per call.

Vaultix MCP Server

Enables Claude to interact with the Vaultix Payment API for managing charges, customers, refunds, payment links, payouts, and balance transactions. Supports Brazilian payment methods including PIX, card, and boleto payments.

VICE C64 Emulator MCP Server

Enables autonomous debugging of Commodore 64 programs through the VICE emulator with semantic interpretation of C64-specific data structures, memory layouts, VIC-II states, and PETSCII encoding for AI-assisted 6502 assembly debugging.

Engineering Standards MCP Server

Provides AI assistants with structured access to an organization's engineering standards, practices, and processes through searchable knowledge base with CRUD operations and multi-dimensional organization.

sovr-mcp-proxy

A transparent proxy and execution firewall that intercepts and audits AI agent tool calls against configurable security policies before forwarding them to downstream MCP servers. It provides safe execution environments with features like data redaction, anti-loop protection, and unified alert dispatching.

kwrds.ai MCP Server

Model Context Protocol server that enables AI assistants to perform keyword research, SEO analysis, and content planning through natural language queries against kwrds.ai's SEO tools.

Flex MCP Agent

O Flex MCP Agent é um agente alimentado por IA projetado para interagir com servidores MCP para processar e resolver consultas de usuários. Basta configurá-lo com servidores MCP e observar seu dimensionamento sem esforço — sem limites, sem gargalos.

camofox-mcp

Anti-detection browser automation MCP server. 18 tools wrapping CamoFox REST API with stealth fingerprinting that passes bot detection.

REST-to-Postman MCP

Converte código de API REST (como controllers NestJS ou endpoints FastAPI) para coleções e ambientes Postman, ajudando desenvolvedores a sincronizar automaticamente seus endpoints de API com o Postman.

Meshtastic MCP Server

Enables AI assistants to interact with Meshtastic mesh networks for off-grid communication, including sending messages, network analysis, GPS positioning, waypoint management, and device configuration over LoRa radio.

MediaWiki MCP Server

Enables LLM clients to interact with any MediaWiki wiki, supporting page creation/editing, search, file uploads, category browsing, and page history retrieval. Supports multiple wikis with OAuth2 or bot password authentication for both public and private wikis.

Screenshot MCP

An MCP server that enables capturing website screenshots with full-page, element-specific, and device-responsive capabilities through natural language commands.

Bernerspace

A unified MCP server that provides OAuth-enabled integrations for multiple services through a single deployment. Currently supports Slack with 47 tools, with plans to expand to Gmail, Google Calendar, Notion, and 100+ other integrations.

Explain Changes

Enables AI to perform peer review of its own code changes by displaying annotated diffs with inline comments in a VS Code/Cursor panel. The AI can analyze its modifications and provide explanations directly alongside the changed code, similar to human code review workflows.

Munin AI Memory

Munin is a high-performance, pragmatic memory layer for AI agents (Cursor, Claude Code, OpenClaw, Gemini CLI,...). Unlike other solutions, Munin focuses on developer productivity with: * Multi-Project Support: Isolate memories into separate "brains" (Context Cores). * GraphRAG: Automatically builds a knowledge graph from your context. * Sub-200ms Search: Blazing fast Hybrid & Semantic

Saleor MCP Server

Enables AI assistants to interact with Saleor Commerce instances to fetch data about products, customers, and orders through a read-only GraphQL API integration. Supports secure authentication and domain validation for connecting to Saleor cloud instances.

mcp-nf-core

Servidor MCP não oficial para as ferramentas nf-core.

browser-gateway

Reliable, scalable browser infrastructure for AI agents. Route, pool, and failover across any browser provider. 8 built-in browser tools using raw Chrome CDP - navigate, screenshot, snapshot, interact, evaluate. Zero-config with auto Chrome detection & concurrent sessions support

Xplainable MCP Server

Enables secure access to Xplainable AI platform capabilities for managing machine learning models, deployments, and preprocessors. Supports both read operations (listing models, deployments) and write operations (deploying models, generating reports) with proper authentication and rate limiting.

Trello Knowledge MCP Server

An MCP server that utilizes Trello as a knowledge base for storing, searching, and retrieving code snippets and notes. It enables full CRUD operations and organized categorization of information using Trello boards and labels.