Discover Awesome MCP Servers

@tonresistor/zkresistor-cli

Self-hosted CLI and MCP interface for ZKResistor privacy pools on TON, enabling local Groth16 proof generation and pool operations.

Malaysia Transit MCP

Provides real-time bus and train information across 10+ cities in Malaysia, including live vehicle tracking, arrival predictions, stop search, and route discovery for public transit systems.

GVNR

Budget Governor gives autonomous AI agents a hard spend limit. One budget_clear call before each LLM request checks the agent's envelope and deducts the estimated cost. Stops runaway billing before it starts. No self-hosting required.

everypage-mcp

MCP server for EveryPage that lets an AI assistant turn a PDF into a tracked share link and report who read it, how far they got, and where they stopped.

slang-workflows

Run provable, .slang-driven multi-agent workflows inside Claude Code. A deterministic executor enforces typed output contracts, tool scoping, and convergence, providing guarantees and auditability.

XCAutokit

First-party MCP server and CLI for Xcode and iOS Simulator automation. Enables control of Xcode and iOS Simulator via MCP tools for tasks like building, testing, and automation.

Houdini MCP Server

Enables AI assistants to control Houdini by executing Python code, querying scene information, and creating nodes via the Model Context Protocol.

cortex-mcp

An MCP server for the Cortex observable analysis and active response engine. It enables LLMs to automate security investigations by running analyzers on observables like IPs and URLs and executing automated response actions.

pymcuprog-mcp

Enables AI tools to program Microchip AVR microcontrollers via natural language by wrapping pymcuprog, supporting USB HID debuggers and serial UART UPDI adapters.

download ffmpeg

原本打算做一个 MCP 服务器，现在却变成了一个愚蠢的 SoundCloud 抓取器。

commands-mcp

An MCP server that lets you define and run custom shell commands via YAML templates, with built-in tools for flashing and serial communication in embedded development.

serbian-data-mcp

Enables searching and analyzing over 3,400 datasets from the Serbian government open data portal, with built-in charting and data transformation tools.

MCP from API

Enables users to expose arbitrary HTTP APIs as configurable MCP tools by defining tool specifications in a JSON configuration file.

AskAIs AI Receipt Generator MCP

Lets MCP clients create professional receipt PDFs, return structured receipt data, and check prepaid API credit through a remote endpoint.

Shopify MCP Server

Enables querying Shopify store data (products, customers, orders) via GraphQL API using read-only tools. Works with Claude Desktop via npx command.

ai-google-analytics-mcp

Provisions Google Analytics 4 for local AI/web projects by creating properties and web data streams, injecting gtag snippets, and saving configuration.

Inflation By Api Ninjas

Enables access to current inflation data including monthly and annual inflation percentages using CPI (Consumer Price Index) or HICP (Harmonized Index of Consumer Prices) indicators through the API Ninjas Inflation API.

mcp-server-brasil

Provides tools to query Brazilian CNPJ (company registration), CEP (postal codes), and currency exchange rates (USD and EUR) through an MCP server.

Code-Fundi MCP Server

A production-grade MCP server for the Code-Fundi API, enabling AI agents to map codebases, search semantically, and analyze blast radius. It provides tools for repository management, AI-powered research, and impact analysis before shipping changes.

AnalyticDB PostgreSQL MCP Server

Serves as a universal interface between AI Agents and AnalyticDB PostgreSQL databases, enabling metadata retrieval and SQL execution, with additional capabilities for knowledge graph and LLM memory management.

delega-mcp

Task management API for AI agents. Create, delegate, and track tasks with agent identity, delegation chains, lifecycle webhooks, and persistent context.

MCP Commands

好的，这是将 "A Ruby on Rails MCP server with file operation commands" 翻译成中文的几种选择，根据不同的侧重点： **1. 强调技术细节 (更偏向技术文档):** * **一个使用 Ruby on Rails 构建的 MCP 服务器，带有文件操作命令。** (Yī gè shǐyòng Ruby on Rails gòujiàn de MCP fúwùqì, dài yǒu wénjiàn cāozuò mìnglìng.) **2. 强调功能性 (更偏向用户描述):** * **一个基于 Ruby on Rails 的 MCP 服务器，可以执行文件操作。** (Yī gè jīyú Ruby on Rails de MCP fúwùqì, kěyǐ zhíxíng wénjiàn cāozuò.) **3. 更简洁的说法:** * **带有文件操作命令的 Ruby on Rails MCP 服务器。** (Dài yǒu wénjiàn cāozuò mìnglìng de Ruby on Rails MCP fúwùqì.) **解释:** * **Ruby on Rails:** 保持英文，因为这是一个技术框架的名称。 * **MCP server:** 保持英文，除非你有更具体的中文术语来描述这个服务器的功能。 如果有，请提供，我可以帮你替换。 * **file operation commands:** 文件操作命令 (wénjiàn cāozuò mìnglìng) **选择哪个翻译取决于你的具体需求和目标受众。** 如果你的受众是技术人员，那么第一个或第三个选项可能更合适。 如果你的受众是普通用户，那么第二个选项可能更易于理解。

SSH MCP Server

A toolset for executing commands and transferring files or directories on remote servers via SSH. It supports both direct connection parameters and pre-configured server profiles for seamless remote infrastructure management.

Fotocasa1 MCP Server

An MCP server for accessing the Fotocasa1 API to search real estate listings and retrieve detailed property information in Spain. It supports location suggestions, property filtering by type and price, and fetching specific property details.

Task MCP

Enables AI assistants to manage Dida365 (滴答清单) tasks through the Model Context Protocol. It supports full task lifecycle management including creating, updating, and filtering tasks with automatic timezone handling.

data-sncf

Enables querying SNCF Open Data (train schedules, stations, punctuality, etc.) through natural language or direct tool calls, with dataset search, metadata retrieval, and ODSQL querying.

obsidian-vault-mcp

Enables reading, searching, and modifying Obsidian vault notes directly, including saving conversation summaries and appending to daily notes, with GitHub OAuth authentication.

stackadapt-mcp

An MCP server for querying StackAdapt's GraphQL API. Gives AI assistants like Claude direct access to your campaign data, delivery metrics, advertisers, and more.