Discover Awesome MCP Servers

threadline-core

MCP server providing structured continuity memory for AI coding agents, tracking decisions, open loops, and session state in local SQLite. Enables agents to resume work from verified state across sessions without replaying transcripts.

Fictional Cats MCP

Enables AI models to retrieve random or specified numbers of fictional cats with names, descriptions, and images.

google-ads-mcp

Enables interaction with Google Ads API through MCP, allowing search and listing of accessible customers.

Switchboard

A dashboard and MCP server for managing local development servers, enabling Claude to discover, start, stop, and debug them.

signal-mcp

Enables querying Signal Desktop chats and messages by reading the encrypted SQLite database directly, providing tools for listing chats, searching messages, and running read-only SQL queries.

ITK Dev Docker MCP Server

Provides AI coding assistants with access to ITK Dev Docker documentation and project analysis tools, enabling template listing, project detection, and comparison.

MySQL MCP Server

Enables AI models to interact with MySQL databases through standardized operations including querying, executing commands, listing tables, and describing table structures with secure prepared statement support.

sphero-rvr-mcp

Enables AI assistants to control a Sphero RVR robot via the MCP protocol, including movement, LEDs, sensors, and battery monitoring.

Document Q&A Server

Permite consultar documentos a través de un backend de Langflow utilizando preguntas en lenguaje natural, proporcionando una interfaz para interactuar con flujos de preguntas y respuestas de documentos de Langflow.

code-graph

Enables querying cross-repo code dependencies, HTTP routes, database tables, and queues via an MCP server using Cypher queries.

gitlab-ci-mcp

MCP server for GitLab CI/CD — pipelines, jobs, schedules, branches, tags, merge requests and repository files. Works with any GitLab (SaaS gitlab.com or self-hosted) via python-gitlab.

Inxmail MCP

MCP server for the Inxmail Commerce transactional API — manage events, sendings, bounces, blocklist, blacklist, reactions, and delivery tracking.

Office Word MCP Server

Enables AI assistants to create, read, and manipulate Microsoft Word documents with comprehensive formatting, table creation, content management, and document protection capabilities. Supports advanced operations like merging documents, PDF conversion, and rich text formatting through a standardized interface.

Fitbit MCP

Local-first MCP server that connects AI agents to your Fitbit activity, sleep, heart-rate, HRV, SpO2 and weight data.

skim-mcp

Pay-per-use clean web reader for AI agents. URL in, markdown plus metadata out, in milliseconds. Settled per-call in USDC over x402 — no signup, no API keys.

Xano MCP Server for Smithery

Un servidor de Protocolo de Contexto de Modelo que permite a Claude AI interactuar con bases de datos Xano, proporcionando operaciones integrales de bases de datos, gestión de archivos y seguimiento del historial de solicitudes a través de una interfaz estandarizada.

Inbound Email MCP Server

Enables AI assistants to interact with the Inbound Email API to manage domains, endpoints, and email communications. Users can send or schedule emails, manage webhooks, and retrieve email threads through natural language commands.

Excel MCP Server

Ofrece capacidades de manipulación de archivos de Excel sin necesidad de instalar Microsoft Excel, lo que permite la creación de libros de trabajo, la manipulación de datos, el formateo y el uso de funciones avanzadas de Excel.

agentic-commerce

A custom MCP server that turns Claude into an agentic shopping assistant for searching products, comparing options, managing a cart, and checking out with built-in guardrails for safe autonomous commerce.

Citation Finder AI MCP

Citation Finder AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Google Cloud Logging MCP Server

Enables AI assistants to query, search, and analyze logs across Google Cloud Platform projects. It supports advanced filtering by severity or resource type and provides detailed log entry retrieval and project listing capabilities.

kubearchive-mcp

A FastMCP server for querying, searching, and analyzing Kubernetes resources archived off-cluster with KubeArchive.

Azure Analysis Services MCP Server by CData

Azure Analysis Services MCP Server by CData

mcp-windows-notify

Enables AI development tools on Windows to send native system notifications for task completion, errors, and reminders, with customizable icons and sounds.

Elite Dangerous Local AI Tie-In MCP

This MCP server provides real-time integration between Elite Dangerous and Claude Desktop, enabling AI-powered analysis of your gameplay data and dynamic generation of EDCoPilot custom content.

nudocs-mcp-server

Enables document processing and editing using Nudocs.ai, including listing, reading, uploading, downloading, and modifying documents through natural language.

steganography-mcp

The most comprehensive steganography analysis toolkit for AI agents, providing 60 tools across 7 categories for detecting and extracting hidden data from images, audio, text, and files, all running 100% offline.

a2atlassian

Agent-to-Atlassian Give AI agents access to Jira and Confluence. Save credentials once, work from anywhere. Jira + Confluence · read-only by default · pre-configured connections · compact TSV output