Discover Awesome MCP Servers

TestRail MCP Server

用于 TestRail 的 MCP 服务器 (Yòng yú TestRail de MCP fúwùqì)

article-mcp

Enables multi-source literature search, full-text retrieval, reference analysis, and journal quality assessment across Europe PMC, PubMed, arXiv, CrossRef, OpenAlex, and EasyScholar via the MCP protocol.

envibe-mcp

MCP server for envibe that provides controlled access to environment variables for AI assistants, with five access levels (full, read-only, placeholder, schema-only, hidden) and tools for listing, getting, setting, and describing variables.

PlotMCP Server

An MCP server that enables LLMs to generate high-quality SVG charts using matplotlib, supporting various plot types like line, bar, and heatmaps. It provides flexible configuration for dimensions and axis scales, returning either raw SVG content or paths to saved image files.

joltsms-mcp-server

MCP server for provisioning dedicated real-SIM US phone numbers, receiving inbound SMS, and extracting OTP codes. Built for AI agents automating phone verification workflows.

clo3d-mcp

Enables AI-assisted garment design by letting Claude (or any MCP host) drive CLO3D — import projects, dress avatars, assign fabrics, simulate cloth, render, and export, all from a chat.

Context Catalog MCP

Exposes schema, lineage, and data-quality trust signals from a SQLite-backed catalog as MCP tools, enabling AI agents to answer grounded questions about datasets without hallucinating.

smsmanager

MCP server for sending SMS messages via SmsManager.cz HTTP API, supporting high, economy, and low delivery gateways.

JIRA MCP Server

Enables AI systems to interact with JIRA through natural language, allowing users to retrieve issue details, create new tickets, search using JQL, and access project information.

Talon MCP

An MCP server for the Talon accessibility framework that surfaces logs, configuration details, and status information. It enables users to interact with the Talon Python REPL to execute code and manage the framework through natural language.

Denaria Action Handoff MCP

Prepares unsigned App/PWA handoffs for creating positions in Denaria markets, returning QR codes for user review and signing in the Denaria app, without signing or executing transactions.

Cloudflare MCP

Portal-safe Cloudflare MCP server that enables agents to make Cloudflare API requests through the MAD MCP Portal, with guarded write and destructive operations.

hevy-mcp-server

Enables AI assistants to interact with the Hevy fitness tracking API for logging workouts, managing routines, and tracking fitness progress.

NTP MCP Server

Provides accurate time information from Network Time Protocol (NTP) servers with timezone support and security filtering. Features whitelist-based server approval, blocks unauthorized sources, and delivers structured time output with fallback mechanisms.

decisionnode/DecisionNode

Record development decisions as structured JSON, embed them as vectors via Gemini, and search semantically over MCP. Works with Claude Code, Cursor, Windsurf, and any MCP client.

Agentic Memory Server

Provides enterprise-grade persistent memory for AI assistants with complete offline operation, enabling intelligent knowledge storage, branch-based organization, and smart search across project domains while keeping all data local and secure.

rurussian-mcp

MCP server for rurussian.com that enables multi-agent learning workflows with tools for sentence parsing, lesson generation, and learner modeling.

Local 3GPP MCP Server

Extracts and serves 3GPP specification PDFs from disk locally, enabling search and retrieval of spec content without external API calls.

CC2CC

Enables file-based agent-to-agent communication between Claude Code instances on the same machine, using MCP channels and plain JSON files.

korea-data-mcp

MCP server providing normalized JSON APIs for Korean public data, including holidays, business days, and real estate transactions.

Librarian MCP Server

A local MCP server that gives AI agents structured access to a personal Obsidian knowledge vault, with semantic search, organization through Maps of Content, and git-backed history.

motion-mcp-server

MCP server for reading and editing Apple Motion template files (.motn/.moti), enabling inspection and modification of layers, parameters, keyframes, and publish settings, plus saving and validation.

Etsy MCP Server

Provides full access to the Etsy Open API v3 for both buyer browsing and seller shop management through 37 specialized tools. It enables users to manage listings, process orders, handle shipping, and access inventory data via secure OAuth 2.0 authentication.

agent-reader

An MCP server that enables AI agents to instantly convert Markdown into beautiful, ready-to-deliver Word, PDF, HTML with sidebars, and Slideshow documents, bridging the "last mile" of AI content generation.

sessemi-mcp

Enables AI agents to scrape websites protected by Cloudflare, DataDome, and Akamai, bypassing anti-bot measures to retrieve page content.

MCP Auth

A remote MCP server implementation that demonstrates authentication and authorization capabilities using OAuth 2.1. This is a workshop project for learning how to build secure MCP servers with user authentication.

mcp-shellcheck

MCP server that provides shell script linting via ShellCheck. Allows AI agents to analyze shell scripts for common errors, stylistic issues, and potential bugs.

Scrapiq MCP Server

MCP server for Scrapiq, providing a tool to extract clean content from URLs. It returns title, content, links, and metadata in text, markdown, or JSON formats.

HERO MCP Server

Enables AI tools to read and write HERO documents, projects, tables, and templates, with support for editing, clauses, and authentication.

TaskForge

MCP server that enables AI agents to manage tasks, boards, lists, and comments on a Kanban-style project management system through JSON-RPC methods.