Discover Awesome MCP Servers

Mobile Testing AI Agent MCP Server

Enables AI-driven mobile test automation through planning, generation, and self-healing agents for Android and iOS, exposed as callable MCP tools.

ytm-runlist-mcp

Local MCP server that reorders YouTube Music playlists for running, using YouTube Data API to read, validate, and reorder tracks with dry-run and safe copy creation.

Radicale CalDAV MCP Server

Enables LLM agents to read, schedule, update, and delete calendar events and tasks on a self-hosted CalDAV server, and to query availability for free/busy slots.

MCP Notes

Enables persistent knowledge graph management with entities, observations, relations, temporal queries, and graph traversal via Model Context Protocol.

seo-page-checker-mcp

Fetches any public web page and provides SEO foundation snapshots and prose readability analysis.

RHID MCP Server

MCP server for integrating with the RHiD (ControlID) API, providing time tracking, employee management, and reporting tools for use in Claude products.

S3 Reader MCP Server

Read-only MCP server for browsing and reading S3 objects, with tools for listing buckets/objects, reading text and binary files, and extracting text from PDFs.

MCP Patrimônio

Enables users to manage asset inventory (patrimônio) through a standardized MCP interface, allowing CRUD operations, queries by sector or user, and aggregated statistics.

vmware-mcp

MCP server for building and driving VMware Workstation VMs from an AI agent, enabling unattended OS installs, guest command execution, file transfer, screenshots, and fleet management.

NetApp AIDE MCP Server

MCP server that exposes NetApp AI Data Engine's RAG search for semantic document retrieval.

Prototype Kit MCP Server

An MCP server that creates and manages GOV.UK Prototype Kit projects, enabling agents to scaffold kits, plan and generate multi-page journeys as Nunjucks macros, and run the dev server with embedded GOV.UK design conventions and accessibility guidelines.

Artifact Use

An artifact store that lets coding agents and small teams publish, version, and review web artifacts through an MCP server or CLI, with stable URLs, access gates, and comments.

Redis MCP

Enables AI assistants to perform comprehensive Redis database operations including managing strings, hashes, lists, sets, sorted sets, TTL management, and data backup/restore. Supports secure connections and provides batch operations for efficient Redis interaction through natural language.

dsh-streaming-mcp-bridge

Bridges DeepSeek Harness streaming events to external clients via MCP and ACP, enabling real-time progress notifications for tool calls and status updates.

Claude Memory

An MCP server that provides Claude Code with persistent memory across sessions, including session checkpoints, image persistence, and bidirectional sync with claude.ai projects.

ningen-shikkaku

Provides secure, ephemeral secret management for AI agents via MCP tools that self-destruct after use or session end.

MCP Calculator Server

Exposes calculator operations (add, subtract, multiply, divide, power) as MCP tools, allowing users to perform arithmetic calculations through natural language in MCP-compatible clients like Cursor.

digital-human-library

MCP server for creating and managing digital human models with built-in EU AI Act compliance, part of the MEOK AI Labs ecosystem.

AWS Security MCP

A Model Context Protocol server that connects AI assistants like Claude to AWS security services, allowing them to autonomously query, inspect, and analyze AWS infrastructure for security issues and misconfigurations.

Cisco Meraki MCP Server

Enables intelligent troubleshooting, monitoring, and configuration of Cisco Meraki networks through natural language, with agentic workflows for automated diagnostics and health checks.

Cemig: Obter Instalações

MCP server to query Cemig installations from the official source, read-only, works with any MCP client, pay-per-use.

RecallForge

Local-first MCP server enabling cross-modal search across text, images, documents, video, and audio transcripts. Provides 26 tools for ingesting, searching, and navigating local file systems with a 3-stage pipeline including reranking.

amap-location-mcp

An MCP server that provides location-based services using Amap APIs, enabling AI assistants to answer navigation queries by resolving addresses, converting coordinates, and comparing walking, driving, and transit routes.

Unified MCP Server

A comprehensive MCP server that integrates Ollama model management with specialized tools for Chinese poetry, history, fashion styling, and Zhouyi divination. It provides a single entry point for 26 diverse tools, allowing users to manage local LLMs and access cultural or utility functions through a unified interface.

pf_regularidade_empresa

Consult status and regularity of private security companies with Brazil's Federal Police through an official read-only API. Works with any MCP client over HTTP, with prepaid credits.

consilience

Finds missing links between notes in an Obsidian vault by analyzing embeddings locally. Exposes tools to suggest missing links across the vault or for a specific note.

QoreNextMCP

Enables company hierarchy analysis and address verification through MCP, allowing submission of entities for screening, duplicate detection, and status polling.

a207-nutrition-assessment-mcp

Enables pediatric CKD nutrition assessment by calculating PRNT energy/protein targets, evaluating dietary intake against those targets, and screening for PEW risk, with support for dialysis, vegetarian diets, and edema corrections.

thudong-mcp-claude

MCP server for querying survey feedback and statistics regarding the 'Thudong' field exam after the event at Wat Pa Roi Pi Luang Pu Viriyang, Ratchaburi, December 12-15, 2568 (2025). Enables searching impressions, suggestions, and satisfaction statistics across participant groups.