Discover Awesome MCP Servers

Article Quadrant Analyzer MCP Server

Extracts content from articles, URLs, and images (via OCR), then generates intelligent 2x2 quadrant analysis visualizations in Chinese with direct ASCII matrix output for analyzing work processes, collaboration patterns, and content strategy.

Email MCP Server

Enables AI to send, read, search, delete and reply to emails through SMTP or Gmail API, supporting common email services like QQ, 163, Gmail and Outlook with HTML/text formats and attachments.

itin-finance-mcp

Read-only MCP server for the ITIN finance network, providing a verified institution directory, editorial guides, FAQs, and state-level context for ITIN holders seeking loans and credit cards.

pdf-toolkit-mcp

A comprehensive MCP server with 37 tools for PDF operations including reading, searching, creating, merging, splitting, watermarking, form filling, and more, built on open-source libraries.

Dorico Maestro

An AI composition partner that remote-controls Steinberg Dorico through the Model Context Protocol, enabling composers to create, edit, play back, and refine musical scores using natural language.

Azure APIM + MCP Server Demo

Exposes backend APIs through Azure API Management as an MCP server to enable AI assistants to interact with product catalogs and order systems. It provides standardized tools for searching products, retrieving details, and managing orders via the Model Context Protocol.

ytt-mcp

Enables users to fetch YouTube video transcripts via a single MCP tool, with support for multiple languages and OAuth-protected access.

PuchAI MCP Server

A multi-purpose MCP server that enables Reddit research for market validation, data visualization with charts, medicine information lookup, user preference management, and task management tools. Provides comprehensive utilities for research, data analysis, and personal productivity through natural language interactions.

Codemend MCP Server

Connects AI tools directly to Codemend production error monitoring to list, analyze, and resolve software crashes. It enables users to retrieve AI-generated fixes and automatically open GitHub pull requests to address production issues.

Polarion MCP Servers

Polarion용 MCP 서버

qiskit-mcp-server

An MCP server that gives Claude hands-on access to quantum computing via Qiskit, enabling building circuits, simulation, statevector inspection, transpilation, and optional execution on real IBM quantum computers.

codebase-synapse

An MCP server that indexes codebases into a local knowledge graph, providing 52 AI tools for semantic search, call-graph traversal, git archaeology, and impact analysis to give AI agents deep understanding of code.

Coding Tools MCP

Gives any MCP-compatible AI chat or agent a safe, model-neutral coding runtime with file read/search, structured multi-file patches, command execution, interactive sessions, and git operations, all confined to a single workspace and gated by permission modes.

Timeverse InfCanvas MCP Server

Enables AI clients to read and write local infinite canvas data via MCP protocol, with support for image generation and web visualization.

topease-customs-data

全球海关贸易数据MCP服务器，支持按企业名称、产品关键字、HS编码等多维度查询238个国家/地区的进出口贸易数据。

POPS4 / Huanggoodman MCP Server

AI-native corporate gifting and event infrastructure for Fortune 500, enabling search of a 70,000+ SKU catalog, event program generation with live P&L, and wholesale quotes.

fast-html-mcp

Five-tier MCP server for lightning-fast HTML generation from AI agents. Assembly-Patch-Read-Raw-Consistency architecture. 15 tools, 22 components, 25 templates — purpose-built for AI-driven page creation with sub-second patch times and AI-grade token compression. MCP name: io.github.aimino-tech/fast-html-mcp-server Quick Start npx -y @aimino/fast-html-mcp-server

docstore-mcp

A ChromaDB-based document storage MCP server that enables adding, storing, and summarizing notes with a custom note:// URI scheme and a single tool for note creation.

looba-mcp

An MCP server that provides AI assistants read-only access to Looba, a community platform for UI snippets and design inspiration, enabling snippet discovery and integration into frontend projects.

DataLens MCP Connector

Exposes Yandex DataLens operations as tools for Claude, enabling API health checks, raw requests, entry listing, and dashboard creation.

PM Agent MCP Server

An MCP server that provides tools for product management tasks like backlog prioritization, feedback analysis, capacity assessment, and dependency mapping.

io.github.aion-org/edgar-answers-mcp

Provides normalized SEC EDGAR data (financials, filings, insider trades) to AI agents via MCP.

MIDI Analyzer MCP Server

Enables comprehensive analysis of MIDI SMF files including loading, parsing, track analysis, event extraction with filtering, and detailed file summaries. Supports memory management for efficient repeated access to loaded MIDI files.

Usage And Billing MCP Server

Enables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.

ProofHub MCP Server

Enables AI assistants to fetch ProofHub task details, comments, and bug tracker links from a URL, streamlining development workflows.

Contentstack App MCP Remote Server

Enables remote access to Contentstack App MCP tools over HTTP, deployable to platforms like Vercel or Contentstack Launch.

Sequential Thinking MVP Server

Enables AI assistants to perform structured, step-by-step reasoning by breaking down complex problems into numbered thoughts, with support for revising previous steps and exploring alternative reasoning paths.

conclave

An MCP server that enables an AI orchestrator to convene a council of other AIs via their CLIs, deliberate, and synthesize consensus.

sec-netexec-mcp

An MCP server that enables AI assistants to execute NetExec network penetration testing commands via SSH to a Kali Linux machine, supporting protocols like SMB, WinRM, SSH, LDAP, and more.

mermaid-mcp

A basic MCP server example with a hello tool, info resource, and assistant prompt, built with TypeScript and Node.js using the official MCP SDK.