Discover Awesome MCP Servers

Librarian MCP Server

Librarian 是一个模型上下文协议 (MCP) 服务器，它提供一个 API 用于列出、搜索和检索以结构化方式存储的 Markdown 文件。

Deephaven MCP

Enables AI assistants to interact with Deephaven real-time data systems, allowing natural language queries, script execution, and management of both Community Core and Enterprise deployments for live data analysis and streaming workflows.

MTDevKit

An MCP server that scaffolds Flutter projects from a custom clean-architecture Bitbucket template, enabling AI agents to create, list, and inspect Flutter projects via natural language.

Debug MCP

An intelligent debugging assistant that automates the debugging process by analyzing bugs, injecting HTTP-based debug logs into code across multiple environments (browser, Node.js, mobile, etc.), and iteratively fixing issues based on real-time feedback.

zsvirt-mcp-server

Enables natural language discovery, inspection, and execution of ZStack's 2000+ cloud management APIs, plus searching and retrieving monitoring metrics, with read-only safety controls and multi-tenant authentication support.

AiDD MCP Server

Provides AI-driven development tools including file system operations, multi-language code analysis with tree-sitter, Git operations, code execution, and system information retrieval.

Tandoor MCP Server

Enables interaction with the Tandoor Recipe Manager via the Model Context Protocol. It allows users to search and create recipes, manage meal plan entries, and update shopping list items through natural language.

debug-recorder-mcp

Local-first debug memory for MCP clients. Record incidents, commands, failed attempts, successful fixes, diagnostics, and searchable debugging history in SQLite.

YouTube MCP Server

Enables interaction with YouTube via MCP, including search, transcript retrieval, trending videos, and AI community discovery.

mcp-tool-chain-optimizer

Analyzes multi-step AI agent tool chains to compute success probability, identify bottlenecks, and suggest better execution orders, enabling more reliable agents via local pure-math computation.

MNS MCP Manager

一个通过 MCP 框架实现的阿里云消息服务（MNS）管理工具，允许用户通过 MCP Host 配置来创建、删除 MNS 队列，以及向 MNS 队列发送和接收消息。

Accessibility MCP

Audits web pages for WCAG 2.2 AA accessibility aligned with the GOV.UK standard using axe-core and headless Chromium, returning structured JSON, markdown reports, and GDS compliance summaries.

Minecraft Plugin Documentation MCP Server

This MCP server assists Minecraft Java plugin developers by providing dependency documentation lookups, version checking, and automated scanning for Gradle and Maven projects. It supports popular APIs such as Paper, Spigot, and LuckPerms to streamline plugin development and workspace analysis.

Talkix MCP

Provides read-only access to Talkix dashboard indicators (conversations, response times, SLA, CSAT, funnel metrics) via MCP, supporting stdio and HTTP transport.

Azure SQL MCP Server

Enables querying, exploring, and interacting with Azure SQL databases through MCP-compatible clients like Claude Desktop.

filemaker-mcp

Enables AI assistants to query, analyze, and discover FileMaker database schemas via OData v4, with pandas-powered analytics for efficient data summaries.

Thisispaper MCP

Enables searching and retrieving curated architecture, design, photography, and art projects from the Thisispaper archive, with tools for project search, visual similarity, and full metadata.

TypeScript MCP

A specialized server that provides advanced TypeScript code manipulation and analysis capabilities, enabling refactoring, navigation, diagnostics, and module analysis through Claude.

otel-mcp

MCP server that gives AI agents access to your application's OpenTelemetry traces for querying, analysis, and debugging.

video-extract-mcp

MCP server that turns video URLs into transcripts and important keyframes locally, with no cloud or API keys.

hugo-llms-mcp

A generic MCP (Model Context Protocol) server for any Hugo blog, deployed on Cloudflare Workers. It reads your blog's llms.txt and llms-full.txt files and exposes them as structured tools that AI assistants can query to understand your content.

Guion Web MCP server

Enables web research through multi-provider search, documentation lookup, public code search, and clean Markdown extraction from static or JavaScript-rendered pages via five read-only tools.

commendation

MCP server that recommends new songs from YouTube Music, ensuring no song is already liked or in any playlist, using multiple independent signals for explainable rankings.

AI Proof of Us MCP Server

Records privacy-preserving receipts for AI-assisted tasks and enables optional onchain reward claiming via AIPOU tokens. Integrates with MCP-compatible clients like Claude and Cursor.

GitLab MCP Server

Enables interaction with GitLab via the GitLab REST API v4, providing tools for managing projects, merge requests, issues, pipelines, and more through MCP.

Catholic MCP Server

Provides Catholic content including daily gospel readings, prayers, and liturgical calendar, enabling users to access spiritual resources through natural language.

Task Guardian MCP

A Model Context Protocol server for intelligent task management in AI-powered development environments, providing file-based storage, dependency management with cycle detection, and an interactive CLI.

ERPNext MCP Server

Enables comprehensive interaction with ERPNext systems through natural language, providing secure access to any document type (customers, items, invoices, etc.) with enterprise-grade permission controls and audit logging.

Vendure MCP Server

A standalone server that enables programmatic interaction with Vendure CLI commands, allowing external MCP clients to automate and integrate with Vendure e-commerce projects through command execution and project analysis.

Money Manager MCP Server

Enables AI assistants to manage personal finances through the Realbyte Money Manager mobile app, providing transaction management, asset tracking, credit card monitoring, and financial analytics with 18 comprehensive tools.