Discover Awesome MCP Servers

MCP Container Tools

An MCP server for managing and monitoring Docker, Docker Compose, and Kubernetes environments alongside Azure Application Insights. It enables advanced log filtering, container lifecycle management, and querying of cloud application traces and metrics.

mcptut1

Hướng dẫn về máy chủ và máy khách MCP (Minecraft Coder Pack).

MCP Installer

Máy chủ MCP tìm kiếm các Máy chủ MCP

Moltjiji

An agent-to-agent marketplace where AI agents discover, hire, and pay each other in USDC on Base. Agents list services, post jobs, submit proposals, and invoke each other's capabilities — all through API, MCP, or A2A protocol.

Stealthee MCP

Enables detection and analysis of pre-public product launches through web search, content extraction, AI-powered scoring, and automated alerting. Provides comprehensive tools for surfacing stealth startup signals before they trend publicly.

Twitter MCP Server

Enables LLM agents to interact with Twitter (X) for searching tweets, posting content with images, analyzing engagement, and extracting topics using the Twitter API.

Koalr

Connect engineering metrics, DORA performance, deploy risk scoring, and PR health to any AI assistant. Score PRs for deployment risk using a 36-signal model, query team health, incidents, coverage, and more.

Shopmium MCP Server

A custom MCP server that provides high-level tools for controlling Shopmium and Quoty apps on Android emulators, allowing for automated app navigation, interaction, and testing without needing to handle low-level implementation details.

Junipr MCP Server

Enables AI assistants to capture webpage screenshots, generate PDFs from URLs or HTML, and extract rich metadata like Open Graph and JSON-LD data. It provides tools for web-to-image/PDF conversion and structured data extraction through the Junipr API.

Google Workspace MCP

A multi-account, token-efficient MCP server for Google Workspace services including Gmail, Calendar, Drive, Docs, and Sheets. It enables secure management of multiple accounts with compact data retrieval and keychain-backed authentication for efficient workflow automation.

GLM OCR MCP Server

Enables text extraction from images and PDF files using the ZhipuAI GLM-OCR API. It allows users to process documents through local file paths or base64-encoded data for high-quality OCR results.

Overleaf MCP Server

Provides access to Overleaf projects via Git integration, allowing Claude and other MCP clients to read LaTeX files, analyze document structure, and extract content.

ibex35-mcp

Analyze relationships in the Spanish stock exchange

Babson Engage MCP Server

MCP server that gives AI agents access to Babson's campus events and student organizations by merging live RSS feeds with historical iCal data into a unified, searchable timeline of 150+ events.

Base MCP Server

Enables AI applications to interact with the Base blockchain network and Coinbase API, supporting wallet operations, smart contract deployment, token transfers, NFT management, DeFi lending through Morpho vaults, and onramp functionality.

PostgreSQL Remote Cloudflare MCP Worker

A Cloudflare Worker that provides a Model Context Protocol (MCP) interface for PostgreSQL databases, allowing AI assistants like Claude and Cursor to interact with PostgreSQL databases through natural language.

langfuse-mcp-java

Query Langfuse traces, schema and datasets, scores and metrics, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.

IMDb MCP Server

Enables searching, discovering, and playing movies from IMDb via a Model Context Protocol server with a playback layer and monitoring dashboard.

MCP Server on Cloudflare Workers

A proof of concept implementation of Model Context Protocol server running on Cloudflare's edge network with bearer token authentication, allowing deployed AI models to access tools via serverless architecture.

Intervals.icu MCP Server

Enables AI assistants to interact with Intervals.icu fitness tracking and wellness data, allowing users to fetch, filter, and group activities or health metrics. It provides structured summaries of workouts and physical well-being through natural language queries.

SpecBridge MCP

A clone-and-own MCP server that exposes OpenAPI/Huma contract intelligence to AI agents by turning API specifications into deterministic endpoint metadata, schemas, validation facts, and TypeScript declarations.

Google Calendar MCP Server

Enables management of Google Calendar events across multiple calendars with natural language support, including searching events, checking availability, creating/updating/deleting events, responding to invitations, and auto-generating Google Meet links.

Agent Skills MCP

Enables discovery and installation of agent skills from curated GitHub repositories, allowing users to search large collections and inspect skill contents directly. It supports downloading skills locally and provides grounded scaffolds for creating new skills based on existing patterns.

Polish Academic MCP

Provides tools for AI models to search and retrieve information from five major Polish academic and government databases, including scientific articles and research datasets. It enables users to query platforms like Biblioteka Nauki and Repozytorium UJ through a standardized interface hosted on Cloudflare Workers.

Apito MCP Server

Enables LLMs to interact with Apito's system GraphQL API to build and manage headless CMS schemas, including models, fields, and relations. It allows for comprehensive model management and schema introspection through both local and Cloudflare Worker deployments.

mcp-zuul

An MCP server for Zuul CI. Debug build failures by asking questions, not clicking through web UIs. Read-only access to any Zuul instance — builds, logs, pipelines, jobs, and live status. Works with Claude Code, Claude Desktop, Cursor, and any MCP-compatible client.

SuperDB MCP Server

Enables AI assistants to execute SuperSQL queries on data files and SuperDB databases without shell escaping issues. Supports querying, schema inspection, database pool management, and provides LSP features for code completion and documentation.

auth0-mcp-server

Máy chủ Auth0 MCP tích hợp với LLM và các tác nhân AI, cho phép bạn thực hiện nhiều thao tác quản lý Auth0 khác nhau bằng ngôn ngữ tự nhiên. Ví dụ: bạn có thể chỉ cần yêu cầu Claude "Tạo một ứng dụng Auth0 mới và lấy miền và ID ứng dụng".

Substack MCP Server

Enables programmatic management of Substack content, including creating drafts, publishing posts, and uploading images. It supports specialized features like live blogging and posting to Substack Notes through MCP-compatible AI tools.