Discover Awesome MCP Servers

ftpmcp

An MCP server for FTP and FTPS file operations, supporting multiple named hosts with configurable roots, read-only mode, and guarded deletion. It enables remote file management (list, upload, download, create, rename, delete) through natural language while keeping credentials secure.

SAS Data Sets MCP Server by CData

SAS Data Sets MCP Server by CData

MCP Probe Kit

A comprehensive development toolkit with 23 tools covering code quality analysis, development efficiency, and project management. Enables AI-assisted code review, test generation, performance analysis, SQL generation, UI component creation, and automated project documentation.

Square Model Context Protocol Server

Enables AI assistants to interact with Square's Connect API through the Model Context Protocol standard, allowing for operations like managing customers, processing payments, and handling inventory.

Memory MCP 服务器

Here are a few options for translating "一键启动 memory mcp ，对外提供sse服务" depending on the nuance you want to convey: **More Literal Translation:** * **Spanish:** Inicio con un solo clic de memory mcp, proporcionando servicios SSE externamente. **More Natural/Idiomatic Translation:** * **Spanish:** Iniciar memory mcp con un solo clic, ofreciendo servicios SSE al exterior. * **Spanish:** Arranque de memory mcp con un solo clic, proveyendo servicios SSE externamente. **Explanation of Choices:** * **"Un solo clic"** is the most direct translation of "一键启动" (one-key start). "Inicio con un solo clic" or "Arranque con un solo clic" both work well. * **"Memory mcp"** is kept as is, assuming it's a specific product or system name. * **"Proporcionando servicios SSE externamente"** or **"ofreciendo servicios SSE al exterior"** both translate "对外提供sse服务" (provide SSE services externally). "Externamente" is more formal, while "al exterior" is slightly more common in everyday speech. "Proveyendo" is a synonym for "proporcionando". I would recommend **"Iniciar memory mcp con un solo clic, ofreciendo servicios SSE al exterior."** as it is the most natural and easily understood translation.

hatha-mcp

MCP server providing AI agents with access to classical yoga texts and a daily sādhana practice for ethical alignment based on the Yogic Alignment Framework.

hpc-support-mcp

A read-only MCP server exposing SLURM, GPFS, Prometheus (node exporter + DCGM GPU metrics) and generic Elasticsearch exploration as diagnostic tools for LLM-based HPC support assistants.

Demo Server

A simple MCP server that exposes a calculator tool (addition) and a dynamic greeting resource.

shopify-changelog-mcp

Provides access to Shopify Developer and Platform changelogs via RSS feeds, enabling search, category filtering, and retrieval of recent updates.

vrchat-mcp

Enables interaction with the entire VRChat API—covering users, worlds, avatars, economy, and more—through Claude, with configurable safety gates and authentication.

Local Intelligence Server

Enables offline local LLM analysis of text data via MCP, taking raw text and an instruction to return analysis results without cloud calls.

n8n-MCP

A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to n8n node documentation, properties, and operations.

Weather MCP Service

A Model Control Protocol (MCP) based service that allows users to query weather forecasts by coordinates and receive weather alerts for U.S. states.

claude-mcp-server-gateway

A lightweight Claude MCP gateway that dynamically loads tools only when needed, cutting MCP token clutter by up to 95% and keeping your context lean, fast, and focused.

pablo-obsidian-mcp

An MCP server that provides full read/write access to an Obsidian vault, enabling searching, task management, wiki-link graph analysis, and attachment organization from an MCP client like Claude Code.

gallica-mcp

Enables searching and accessing OCR text from millions of digitized documents in Gallica, the digital library of the Bibliothèque nationale de France, through MCP tools for text search, snippet retrieval, and full-text download.

re-gdb

MCP server wrapping GDB and GEF for dynamic analysis, enabling interactive debugging and memory inspection via GDB/MI protocol.

mcp-threatintel

A threat intelligence MCP server for Claude Code that enables lookup of IOCs, threat feeds, breached credentials, CVEs, and dark web data.

mcp-code-reviewer

An MCP server for automatic code review using OpenRouter, enabling performance, clean code, SOLID, async, error handling, and security analysis with direct file modification.

MCP Enabled PDF Reader

Here are a few ways to say "Model Context Protocol (MCP) server to read a single pdf document" in Spanish, with slightly different nuances: * **Servidor de Protocolo de Contexto del Modelo (MCP) para leer un único documento PDF.** (This is a very direct and literal translation, good for technical documentation.) * **Servidor MCP para leer un solo documento PDF.** (This is a more concise version, using the abbreviation "MCP" and "solo" instead of "único" which is more common in spoken language.) * **Servidor del Protocolo de Contexto del Modelo (MCP) para la lectura de un documento PDF.** (This is a more formal and slightly more abstract way of saying it, using "lectura" (reading) instead of "leer" (to read). It might be suitable for a more academic context.) * **Servidor MCP para la lectura de un único documento PDF.** (Combines the conciseness of using MCP with the formality of using "lectura.") The best option depends on the specific context and your target audience. If you're writing technical documentation, the first option is probably the safest. If you're speaking to someone familiar with the technology, the second option is likely fine.

gdrive-mcp

A Model Context Protocol (MCP) server that provides AI assistants with secure access to your Google Docs.

mcp-riot-games

Enables AI agents to query Riot Games data such as accounts, summoners, match history, and champion mastery via natural language.

Express MCP Handler

A utility that integrates Model Context Protocol (MCP) into Express applications, offering both stateful session management and stateless request handling options.

Despezzas MCP

Unofficial MCP server for querying and managing financial data from Despezzas.

platform-adapter-mcp

Provides a uniform MCP tool interface for multiple bug bounty platforms (HackerOne, Bugcrowd, etc.) using the adapter pattern, enabling LLM agents to query programs and scope across platforms.

IBHack MCP Server

Enables intelligent discovery and recommendation of Python tools using Google Gemini AI. Automatically scans directories for tool classes and recommends the most relevant tools based on user queries with complete code generation.

SpatialGrid MCP Server

MCP server providing tools for spatial grid applications including calculations, MongoDB management, asset management, project creation, and experience publishing.

yari-medic-mcp

MCP server for the Yari medical system, enabling access to patient records, appointments, financial data, and AI-assisted medical analysis. It provides 18 tools to query and manage medical information through natural language.

MCP TTS Server

Wrapper de servidor MCP para motores TTS (Kokoro TTS y OpenAI TTS)