Discover Awesome MCP Servers

vibe-prompt-mcp

Fix your vibe coding prompts before they reach the AI. Scores and rewrites across 4 dimensions — no API key, no server, just npx. Now with codebase-aware context injection for design, database, API, auth, testing, and state management.

MobSF MCP Server

A Node.js-based Model Context Protocol implementation that provides a standardized interface for integrating Mobile Security Framework's security analysis capabilities into automated workflows and third-party tools.

BrowserMCP

An MCP server that provides AI assistants with full control over a real browser session via a Chrome extension, supporting 36 tools for navigation, data extraction, and DOM manipulation. It bypasses bot detection by utilizing the user's active browser session, including cookies, authentication tokens, and installed extensions.

Kubernetes MCP Server

Server MCP ringan yang menyediakan pemrosesan bahasa alami dan akses API ke klaster Kubernetes, menggabungkan perintah kubectl dan klien Python Kubernetes.

indexnow-mcp

Submit URLs for instant indexing via IndexNow and Google Indexing API

GLM-4.6 MCP Server

Enables Claude to consult GLM-4.6's architectural intelligence for system design, code analysis, scalability patterns, and technical decision-making. Provides specialized tools for enterprise architecture consultation, distributed systems design, and code review through the Model Context Protocol.

mediawiki-mcp-server

Model Context Protocol (MCP) server for MediaWiki

Remote MCP Server Authless

A serverless MCP implementation on Cloudflare Workers that allows connecting AI models to custom tools without requiring authentication.

MCP Server Validation

Repositori pengujian untuk validasi server GitHub MCP

MCP Calculator

A simple Model Context Protocol (MCP) server that provides basic calculation functions to Claude. It enables users to perform mathematical operations like addition directly through natural language commands.

Grafana MCP Server

Enables AI assistants to interact with Grafana dashboards, datasources, alerts, incidents, and monitoring data through 43 comprehensive tools. Supports querying Prometheus metrics, Loki logs, managing incidents, and dashboard operations with full authentication support.

mcp-pushinator

Pushinator MCP memungkinkan Anda mengirim notifikasi push ke perangkat Anda dari alur kerja yang didukung oleh LLM.

mcp-onedev

Interact with OneDev for CI/CD spec editing, pull request review, and issue workflow automation etc.

Zendesk MCP Server

Enables AI agents to interact with Zendesk ticket data for customer support analysis and insights. It supports searching tickets by tags or keywords, retrieving ticket details, and analyzing agent performance and service trends.

mcp-server

Demo MCP

Bitso MCP Server

Enables interaction with the Bitso cryptocurrency exchange API to access withdrawals and fundings data. Provides comprehensive tools for listing, filtering, and retrieving withdrawal and funding transactions with proper authentication and error handling.

IntelliPlan

IntelliPlan

Delphi Build MCP Server

Enables AI coding agents to compile Delphi projects programmatically by parsing .dproj files, executing the Delphi compiler, and returning structured error results with multi-language support and automatic configuration generation from IDE build logs.

MCP Code Assistant

Provides file operations (read/write) with an extensible architecture designed for future C code compilation and executable execution capabilities.

EduChain MCP Server

Enables the generation of educational content such as multiple choice questions, lesson plans, and flashcards by connecting local Ollama models to Claude. It leverages the Educhain library to provide structured AI-powered learning tools through the Model Context Protocol.

FinanceMCP

Professional financial data MCP server integrating Tushare API, providing real-time financial data and technical indicators analysis for stocks, indices, funds, bonds, and cryptocurrencies across multiple markets (A-share, US, HK, crypto).

mcp-server-python

Cermin dari

mcp-gsheets

mcp-gsheets

Deep Research MCP

A Model Context Protocol compliant server that facilitates comprehensive web research by utilizing Tavily's Search and Crawl APIs to gather and structure data for high-quality markdown document creation.

Jina AI Remote MCP Server

Provides web content extraction, search capabilities (web, arXiv, SSRN, images), semantic deduplication, and reranking through Jina AI's Reader, Embeddings, and Reranker APIs.

Weather MCP Server

Provides real-time, historical, and forecasted weather data for any location worldwide using the Open-Meteo API. It includes specialized tools for agricultural growing conditions, weather alerts, and up to 16 days of forecasts across multiple transport modes.

Remote MCP Server

A server that implements the Model Context Protocol (MCP) on Cloudflare Workers, allowing AI models to access custom tools without authentication.

MCP Server

Manages query validation, database connection, and security for a system that transforms SQL databases into interactive dashboards using natural language queries.

Transmission MCP Server

Provides tools for interacting with the Transmission BitTorrent client via natural language, enabling users to manage torrents, configure download settings, and monitor download activity.