Discover Awesome MCP Servers

opensearch-mcp-server

Enables interaction with OpenSearch clusters, providing tools to list indices, retrieve mappings, search using query DSL, and get shard information.

mcp-toolkit

9 MCP servers for React + TypeScript development automation — component scaffolding, dependency auditing, WCAG accessibility checking, test generation, TypeScript enforcement, and monorepo management. 134 tests, CI on Node 20+22.

Calendar MCP

MCP server for accessing macOS Calendar events

MCP SQL Server

An MCP server that connects LLMs to SQL databases for development assistance, enabling query execution, schema exploration, and data manipulation while providing safety controls against destructive operations.

hcloud-mcp

A Model Context Protocol server for the Hetzner Cloud API that enables natural language management of cloud infrastructure. Users can list, create, and modify servers, networks, volumes, and load balancers through MCP-compatible clients.

Adaptyv Foundry MCP

Exposes the Adaptyv Foundry protein characterization API as MCP tools, enabling AI assistants to interact with experiments, targets, sequences, and results in natural language.

rabbitmq-mcp

Enables LLM agents to manage RabbitMQ queues, exchanges, and shovels via MCP tools, with restricted mode for production environments.

학습 보조 어시스턴트

Here are a few ways to translate "MCP server for analyzing PDFs and recommending study problems" into Spanish, with slightly different nuances: * **Opción 1 (Más directa):** Servidor MCP para analizar PDFs y recomendar problemas de estudio. * **Opción 2 (Más descriptiva):** Servidor MCP para el análisis de PDFs y la recomendación de ejercicios de estudio. * **Opción 3 (Enfatizando la función):** Servidor MCP para analizar archivos PDF y sugerir problemas de práctica. **Explanation of Choices:** * **MCP:** It's likely you're referring to a specific system or technology called "MCP." I've left it as is, assuming it's an acronym or proper noun that doesn't need translation. If "MCP" stands for something, please provide the full name, and I can translate that part as well. * **PDFs:** "PDFs" is commonly used in Spanish as well, so I've kept it. You could also use "archivos PDF" (PDF files). * **Analyzing:** "Analizar" is a direct and common translation of "analyzing." "Análisis" is the noun form (analysis). * **Recommending:** "Recomendar" is the standard translation of "recommending." "Sugerir" (to suggest) is a slightly softer alternative. * **Study problems:** "Problemas de estudio" and "ejercicios de estudio" are both good translations. The first is more general, while the second specifically implies exercises or practice problems. "Problemas de práctica" is another good option. **Recommendation:** I would recommend **Opción 1: Servidor MCP para analizar PDFs y recomendar problemas de estudio.** It's the most direct and easily understood translation. However, if you want to emphasize the *action* of analysis, **Opción 2: Servidor MCP para el análisis de PDFs y la recomendación de ejercicios de estudio** is also a good choice.

OpenAPI to MCP Server

A service that converts OpenAPI specifications into MCP tools, enabling AI assistants to interact with your API endpoints through natural language.

Blender Copilot MCP Server

Comprehensive MCP server for Blender with 308 tools across 25 modules, enabling AI-powered 3D creation and full VRChat avatar pipeline.

Gmail MCP Server

Enables AI applications to send emails, manage drafts, and compose professional emails through Gmail API with secure multi-user OAuth2 authentication and encrypted token storage.

HackerNews MCP Server

Enables AI agents and developers to search, retrieve, and analyze HackerNews content including advanced post search, front page access, full comment trees, and user profile lookups through the Model Context Protocol.

Things MCP Server

A Model Context Protocol server that enables AI assistants to interact with the Mac application 'Things' for task management operations through its URL scheme.

mcp-lab-agent

Autonomous QA testing MCP server that analyzes, fixes, and learns from test failures. Integrates with IDE and Slack to provide cause and fix in plain language.

fastNotion MCP

Enables AI assistants to read and write to Notion databases with schema adaptation and stable API integration.

GR-MCP

An MCP server that enables natural language-driven creation and management of GNU Radio flowgraphs with validated block connections and parameter configurations. It provides tools for searching the GNU Radio block library, detecting SDR hardware, and generating functional signal processing code.

mymcpservercli

A Model Context Protocol server framework featuring dynamic tool loading and automatic tool discovery from a dedicated directory. It leverages FastMCP to provide a robust environment for building, configuring, and testing individual Python-based tools.

Hello World MCP Server

A simple MCP server that provides greeting tools and server information.

Onshape MCP Server

Enables programmatic CAD modeling with Onshape's REST API, offering 45 tools for parametric sketches, feature management, assemblies, analysis, variables, and exports.

biji-mcp

Search and retrieve content from Get笔记 knowledge bases through natural language queries.

WordPress MCP Python

A lightweight MCP server that connects to WordPress via REST API, enabling content management (posts, pages, categories, etc.) and site configuration through natural language commands.

Open Context

AI context management for codebases – enables Claude Code to read, search, and update project documentation via MCP.

Kova Mind MCP Server

Enables AI memory persistence and secure credential management via vault tools for MCP-compatible clients like Claude Desktop, Cursor, and VS Code.

QIT MCP Server

Enables natural language interaction with the QIT CLI for testing WordPress/WooCommerce plugins. Supports running security, e2e, and activation tests, managing test environments, and accessing test results through conversational commands.

MCP-WTIT

A Model Context Protocol server that provides current time in ISO8601 format with timezone support.

Remote MCP Server Authless

A serverless tool that allows deployment of authentication-free Model Context Protocol servers on Cloudflare Workers, enabling AI assistants to utilize custom tool functionalities.

linkedin-osint-mcp

Okay, here's a translation of "MCP server to gather usernames from LinkedIn using Serper" into Spanish, along with some options depending on the nuance you want to convey: **Option 1 (Most Direct):** * **Servidor MCP para recopilar nombres de usuario de LinkedIn usando Serper.** **Option 2 (Slightly more descriptive, emphasizing the purpose):** * **Servidor MCP para la recopilación de nombres de usuario de LinkedIn mediante Serper.** **Option 3 (Focus on the action of gathering):** * **Servidor MCP para obtener nombres de usuario de LinkedIn a través de Serper.** **Explanation of Choices:** * **Servidor MCP:** "MCP server" translates directly to "Servidor MCP." Assuming "MCP" is an acronym, it's best to leave it as is unless you know the full Spanish equivalent. * **para recopilar / para la recopilación / para obtener:** These all translate to "to gather" or "for gathering." * "recopilar" is a general term for collecting. * "la recopilación" is the noun form, "the collection." * "obtener" means "to obtain" or "to get." * **nombres de usuario:** This is the standard translation for "usernames." * **de LinkedIn:** "of LinkedIn" translates directly to "de LinkedIn." * **usando / mediante / a través de:** These all translate to "using" or "through." * "usando" is the most common and straightforward. * "mediante" is slightly more formal. * "a través de" emphasizes the process of using Serper as a means to an end. * **Serper:** Assuming "Serper" is a proper noun (a specific tool or service), it's best to leave it as is. **Recommendation:** I would recommend **Option 1: Servidor MCP para recopilar nombres de usuario de LinkedIn usando Serper.** It's the most direct and easily understood translation. However, consider **Option 2** if you want to emphasize the *process* of gathering the usernames.

qa-mcp-server

Professional Model Context Protocol implementation for Quality Assurance, integrating best practices of testing, reporting, and defect management.

MCP Bookmarks

A VSCode extension that provides MCP tools for AI assistants to programmatically create, manage, and annotate code bookmarks. It enables AI-driven and manual organization of codebase architecture, flows, and key components through hierarchical bookmarks and groups.

ElasticMind-MCP

An MCP server that indexes PDF documentation and text into Elasticsearch for semantic search and retrieval. It enables users to query knowledge bases, ingest new files, and dynamically update content through MCP-compatible clients like Claude Desktop and Cursor.