Discover Awesome MCP Servers

AgentStandard

Certified AI agent package marketplace. Browse and install verified packages for Claude, ChatGPT, Gemini, and OpenClaw — covering health, finance, productivity, career, and more. Stateful and with intent.

MCP Agent Trace

Enables recording and analyzing AI agent execution traces, including event logging, metric computation, loop detection, and JSON export for debugging agent behavior.

CloudStack MCP Server

Enables comprehensive management of CloudStack infrastructure through natural language, providing access to over 735 API methods for virtual machines, networking, and storage. It features enterprise-grade security with a safety confirmation system for destructive operations and extensive API coverage.

mcp-swarmia

Exposes the Swarmia Export API as tools for AI assistants to query engineering metrics through natural language. It enables retrieval of DORA metrics, pull request cycle times, investment balances, and FTE effort reports.

cogmem

Self-improving, verifiable memory for AI coding agents. Learns how you work, stops repeating mistakes, models each project, recalls the right lesson at the right moment. Every memory is signed and tamper-evident. Local-first.

Safety Replay Gate MCP

Replay safety evals before agent releases move forward. A paid remote MCP for AI agent safety replay checks, policy gates, eval receipts, control-fix suggestions, and release evidence exports.

proodos

x402 protocol

MCP ArchiMate Server

Enables AI assistants to read and write ArchiMate models stored in CoArchi XML format. Query elements, create relationships, design diagrams, and sync changes to Git through natural language.

Signoz MCP Server

An MCP server that enables AI assistants to interact with Signoz observability platform, providing tools to query dashboards, metrics, traces, logs, and APM data with time range support.

TrustRadius Reviews MCP Server

Enables querying TrustRadius B2B software reviews to extract alternatives considered, feature-level ratings, pros/cons, and business outcomes for competitive intelligence.

operations-pulse

Enables AI assistants to run local-first operations checks, review evidence, and manage durable tickets in a SQLite-backed ledger through self-describing MCP tools.

Interactive MCP Popup

An MCP server that enables interactive Qt popups and continuous conversation within IDEs, facilitating user feedback and multi-turn dialogues.

nix-agent

A local MCP server for trusted NixOS automation that enables inspecting files, applying patch sets, and validating/switching NixOS or Home Manager configurations.

TehProf Support MCP Server

AI-powered helpdesk management via Model Context Protocol. Connect any MCP-compatible assistant to your support workspace.

local-delegate

Delegates mechanical text-to-text tasks to a local LLM to save Claude subscription quota, reading files server-side so large content never enters Claude's context.

Kinetica MCP Server

Exposes tools and resources for interacting with Kinetica's database, SQL-GPT contexts, and real-time monitoring.

Morpheus MCP Server

Connects AI assistants to HPE Morpheus appliances to manage cloud infrastructure, instances, and multi-tenant environments through natural language. It enables users to provision resources, execute workflows, and perform administrative tasks by translating intent into Morpheus API calls.

aidoo-mcp-server

MCP server for Aidoo fitness studio management software, enabling access to members, contracts, classes, bookings, and more directly from Claude.

startup-law-mcp

Integrates Korean startup laws (19 curated laws) and K-Startup support programs, enabling legal article search, citation verification, reference tracking, and program lookup with real-time status.

WSAPI WhatsApp MCP Server

Enables AI assistants to interact with WhatsApp through the WSAPI service, supporting comprehensive messaging, contact management, group operations, and account management functionality. Allows sending various media types, managing chats, and controlling WhatsApp sessions through natural language.

Interactive Drawing MCP

用于大型语言模型协同绘图的 MCP 服务器

Reddit Summarizer MCP Server

Summarizes a user's Reddit frontpage, subreddits, and post comments, with optional comment analysis and sorting options.

search-context

Enables semantic search across documentation stored in Gemini FileSearchStores, returning AI-generated answers with source citations.

Shopify Agentic MCP Gateway

Enables AI agents to autonomously browse inventory, negotiate terms, manage carts, and execute secure payments on Shopify stores using standardized protocols. It provides a bridge for LLMs to handle the entire commerce lifecycle from discovery to order tracking through a verifiable mandate chain.

AI HomeDesign MCP Server

Open-source MCP server for AI virtual staging and real-estate photography editing. It turns the AI HomeDesign photo API into natural-language tools for virtual staging, redesign, photo enhancement, and more.

pdfplumber MCP Server

Extract tables, text, and metadata from PDFs using pdfplumber, enabling structured data extraction from PDF documents.

USDCx Bridge

A conversational MCP server that enables bridging USDC between Ethereum and Stacks through natural language interactions with ChatGPT, handling deposits, withdrawals, and live status tracking via React widgets.

@8ux-co/eelzap-mcp-server

Connect your AI assistant to Eel Zap CMS to create collections, manage content, upload media, and publish through natural language.

Remote MCP Server for Cloudflare

Allows deployment of a Model Context Protocol server on Cloudflare Workers without authentication requirements, enabling integration with Claude Desktop and AI Playground for tool augmentation.

radiomcp

Internet radio for Claude and your terminal with ~25,000 verified live stations from 197 countries. Control playback, search, and get recommendations through natural language.