Discover Awesome MCP Servers

Document QA MCP Server

An MCP server that enables users to query documents from Google Drive using AI assistance, providing tools for searching vector databases and generating answers based on document content.

Binance MCP Server

Backend service that enables users to connect with Binance exchange for viewing portfolio data, converting tokens, and executing trades with minimal market impact through the Model Context Protocol framework.

12306-mcp

The server provides a simple API interface that allows users to search for 12306 tickets.

Scholar MCP Server

A local academic tool that enables searching across nine academic sources, downloading PDFs, and performing AI-powered analysis of research papers. It also supports generating citation networks and recommending papers based on local workspace code.

Library MCP

An MCP server that enables interaction with Markdown knowledge bases, allowing users to search and retrieve content by tags, text, URL, or date range from their local markdown files.

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🚀 JMeter MCP Server

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OpenAI MCP Example

Este projeto demonstra como usar o protocolo MCP com o OpenAI. Ele fornece um exemplo simples para interagir com a API do OpenAI de forma integrada através de um servidor e cliente MCP.

AWP MCP Server

Provides tools for AI assistants to access the Agent Web Protocol (AWP) specification, validate agent.json files, and generate protocol-compliant configurations. It enables developers to integrate the AWP standard into their websites through natural language prompts and automated validation.

MCP-REPL

A secure JavaScript REPL server that enables executing code snippets in a sandboxed environment with memory protection, timeout handling, and comprehensive error reporting.

Smartlead MCP Server

Smartlead MCP server.

Medium MCP Server

A browser-based solution that enables programmatic interaction with Medium's content ecosystem despite API deprecation, allowing publishing, retrieving, and searching Medium articles through Claude integration.

Google Search MCP Server

Enables comprehensive web and news searches via the Google Custom Search API with integrated content extraction using the Mozilla Readability algorithm. It allows users to perform quick snippet lookups or deep searches that fetch and format full article content into clean markdown.

MongoDB MCP Server

Enables interaction with MongoDB databases through MCP protocol. Provides containerized deployment with Docker support for database operations and management.

MCP Server for Wolfram Alpha Integration

Um servidor MCP (Model Context Protocol) alimentado por Python que utiliza o Wolfram Alpha via API.

Sound Effects MCP

Plays sound effects (completion, newtype, and error sounds) in response to various situations like task completion, insights, or errors. Integrates with Claude Desktop to provide audio feedback for improved workflow efficiency and entertainment.

CodeRabbit CLI MCP

Enables AI code reviews through the CodeRabbit CLI by exposing a run_review tool that executes CodeRabbit with full flag coverage for analyzing committed, uncommitted, or all changes in a repository.

instagit

An MCP server that gives coding agents instant insight into any Git repository — no guessing, no hallucination.

GIM-MCP

An educational interaction management system that uses MCP and Ollama to create and manage flashcards and other learning content. It enables dynamic content generation and transformation through natural language processing using local AI models.

Salesforce MCP Server

Enables authenticated interaction with Salesforce through OAuth Bearer token forwarding. Allows users to make API calls to Salesforce instances while maintaining secure session-based authentication throughout the MCP lifecycle.

MCP Server Starter

A starter template for building MCP servers with SQLite database integration. Provides a foundation with SQL query tools, database seeding capabilities, and a development client for testing.

ServiceNow CMDB MCP Server

Enables interaction with ServiceNow CMDB tables through a Model Context Protocol server, allowing users to query any CMDB table with filtering, field selection, and pagination capabilities.

Penpot MCP Server

Bridges AI language models with Penpot design platform, enabling AI assistants to analyze, search, and interact with design files programmatically for automated design workflows.

pdf-tools-mcp

pdf-tools-mcp

Planer MCP Server

An intelligent task management server that generates context-aware engineering plans using LLM-powered workflows and interactive requirement elicitation. It features persistent SQLite storage, category-based planning strategies, and automated progress tracking for software development projects.

MCP Autostarter

An intelligent MCP server that enables seamless restarting of Claude's MCP handler process without disrupting the UI, allowing for plugin reloading without closing the entire Claude Desktop application.

SceneCraft MCP

Converts plain text scripts into structured storyboards with shot breakdowns using LLMs, and optionally generates visual frames via Stable Diffusion and assembles them into vertical videos for rapid content prototyping.

jhabit-mcp

A standalone MCP server for managing habits and quit trackers through a jhabit instance. It enables users to list trackers, log entries, and retrieve detailed statistics like streaks and abstinence time.