Discover Awesome MCP Servers

API as MCP

Converts REST APIs into MCP tools using Gradio, demonstrated with a local IBM Granite model via Ollama. Enables LLM clients to interact with any REST API endpoint through the MCP protocol.

Scientific Paper Harvester MCP Server

Provides real-time access to over 200 million scientific papers and full-text extraction from major academic sources including arXiv, OpenAlex, and PubMed Central. It enables users to search, fetch metadata, and analyze citations across multiple research disciplines through a unified Model Context Protocol interface.

Finizi B4B MCP Server

Enables AI assistants to interact with the Finizi B4B platform through 15 comprehensive tools for managing business entities, invoices, vendors, and products. Features secure JWT authentication, automatic retries, and full business-to-business workflow integration through natural language commands.

MCP Help Scout

A comprehensive MCP server that provides full access to Help Scout's Docs and Inbox APIs. It enables users to manage knowledge base articles, collections, and sites while also handling customer conversations, threads, and mailbox operations.

forgejo-mcp

An MCP server for managing your repositories on Forgejo/Gitea server.

solon-ai-mcp-embedded-examples

Here are a few possible translations of "solon ai mcp embedded examples," depending on the context you're looking for: **Option 1 (Most Literal):** * **Ejemplos integrados de MCP de Solon AI** **Option 2 (Slightly More Natural, Emphasizing "Embedded"):** * **Ejemplos de sistemas embebidos (o integrados) con MCP de Solon AI** **Option 3 (If "MCP" is a specific product/technology, and you want to be very clear):** * **Ejemplos de uso de [Nombre completo de MCP] de Solon AI en sistemas embebidos (o integrados)** (Replace "[Nombre completo de MCP]" with the full name of the MCP). This is the best option if "MCP" is an acronym that needs clarification. **Which one is best depends on the context:** * If the audience is familiar with "MCP" and "embedded" in English, the first option is fine. * If you want to be extra clear about "embedded" meaning "integrated," the second option is better. * If "MCP" is an acronym that needs to be spelled out for clarity, use the third option. Without more context about what "MCP" refers to, it's difficult to give the absolute best translation.

ZenTao Bugs MCP Server

Enables interaction with ZenTao bug tracking system to search products, query assigned bugs, view bug details with extracted images, and mark bugs as resolved through natural language commands.

YApi MCP Server

Enables interaction with YApi API management platform through natural language, allowing automated interface management including creating/updating APIs, managing categories, importing data, and retrieving project information.

HubSpot MCP Server

Enables interaction with HubSpot CRM through a standardized API interface. Supports managing contacts, companies, deals, engagements, products, and associations with batch operations and advanced search capabilities.

MCP Database Filesystem

Enables SQL Server database operations (queries, table management) and file system access (read, write, directory listing) with security controls. Supports comprehensive database interactions and file management through a unified MCP interface.

Gemini MCP Server

Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and images, generating and translating text, and reviewing code. Supports both CLI and API backends with different quota limits.

Workout Maker MCP Server

This MCP server enables the generation of structured fitness content, including detailed exercise instructions with image prompts, balanced daily workout sessions, and personalized multi-day training plans. It facilitates the creation of comprehensive workout programs tailored to specific goals, age ranges, and movement patterns.

HybridHub

Enables unified access to both structured databases (PostgreSQL, MySQL, SQLite, etc.) and unstructured object storage (AWS S3, Alibaba OSS, Huawei OBS, etc.) through a single interface.

GoDaddy Orders MCP Server

MCP Server that enables interaction with GoDaddy's Orders API using natural language, auto-generated from the OTE GoDaddy Orders OpenAPI specification.

Manual RAG — SIH/SUS Query System

A RAG-based MCP server for natural language querying of Brazilian healthcare manuals (SIH/SUS, SIA/SUS) and official ordinances. It provides 16 tools for semantic search, regulatory critique analysis, and retrieving data from SIGTAP and CNES.

Tiendanube MCP Server

Enables comprehensive management of Tiendanube and Nuvemshop stores, supporting operations for products, orders, customers, and categories. It provides flexible integration through SSE, HTTP, and STDIO transport modes with full Docker support.

SQL Query MCP Server

A FastMCP server that enables natural language querying of PostgreSQL databases through LLM integration, allowing users to generate SQL queries from plain English and visualize the results.

Lodgify MCP Server

Enables interaction with the Lodgify vacation rental API to manage properties, bookings, and calendar data. It provides tools for retrieving property details, creating or updating bookings, and monitoring rental availability.

Mcp-server-v2ex

Here's a translation of "simple learn mcp server build with ts" into Spanish, with a few options depending on the nuance you want to convey: **Option 1 (Most Direct):** * **Construcción de un servidor MCP simple para aprender con TS.** **Option 2 (Slightly More Natural):** * **Construir un servidor MCP sencillo con TS para aprender.** **Option 3 (Emphasizing the Learning Aspect):** * **Aprender a construir un servidor MCP simple con TS.** **Explanation of Choices:** * **MCP:** It's likely best to leave "MCP" as is, assuming it's a specific acronym or term. If you know what it stands for, you could translate that part. * **simple:** "Simple" translates directly to "simple" or "sencillo." "Sencillo" is often preferred for a slightly more natural sound. * **learn:** "Aprender" is the verb "to learn." * **server build:** "Construcción de un servidor" or "Construir un servidor" both work for "server build." The first is a noun phrase (the building of a server), the second is a verb phrase (to build a server). * **with TS:** "Con TS" is the standard way to say "with TS" (TypeScript). * **para aprender:** "For learning" or "to learn." I would recommend **Option 2: Construir un servidor MCP sencillo con TS para aprender.** It sounds the most natural and conveys the intended meaning clearly.

Instagram MCP Investigator

Automates Instagram profile scraping using Playwright with saved login sessions and generates AI-powered analytical reports. Enables users to extract profile data, recent posts metadata, and receive OpenAI-generated summaries through natural language interactions.

Remote MCP Server (Authless)

A template for deploying an authentication-free MCP server on Cloudflare Workers. Enables easy deployment and connection to MCP clients like Claude Desktop or Cloudflare AI Playground via Server-Sent Events.

MCP API Bridge Server

A Model Context Protocol server that bridges Google Sheets, Azure AI, and MQTT APIs to facilitate spreadsheet code generation, AI chat integration, and comprehensive IoT device management. It allows users to perform CRUD operations on spreadsheets, integrate Azure AI models, and handle real-time MQTT messaging for IoT applications.

Unleash Mcp

Implementación de un servidor de Protocolo de Contexto de Modelo (MCP) que se integra con el sistema de *Feature Toggles* Unleash.

MCPServerDemo

A demonstration server that implements JSON-RPC 2.0 methods for basic arithmetic using FastAPI. It provides integration examples for the Model Context Protocol (MCP) using FastMCP to connect with Claude Desktop.

Firebase Realtime Database API MCP Server

An MCP Server that provides natural language access to Google's Firebase Realtime Database API, enabling database operations and management through conversation.

🛠️ Simple MCP Example with Claude and a Local JSON HTTP Server

Okay, here's a translation of "Simple MCP server using Claude to interact with a local JSON server" into Spanish: **Opción 1 (Más literal):** * Servidor MCP simple que usa Claude para interactuar con un servidor JSON local. **Opción 2 (Más fluida y común):** * Un servidor MCP sencillo que utiliza Claude para interactuar con un servidor JSON local. **Opción 3 (Enfatizando la funcionalidad):** * Servidor MCP simple que emplea Claude para la interacción con un servidor JSON local. **Explanation of Choices:** * **MCP:** MCP is likely an acronym. I've left it as is, assuming it's a known term in the context. If you have more information about what MCP stands for, I can provide a more accurate translation. * **Simple/Sencillo:** Both are good translations. "Sencillo" is perhaps slightly more common in this type of context. * **Using/Usar/Utilizar/Emplear:** All are valid translations for "using." "Utilizar" and "Emplear" are slightly more formal than "Usar." I chose "utiliza" in option 2 for a good balance of clarity and naturalness. "Emplear" in option 3 emphasizes the functionality. * **Interact/Interactuar:** A direct and accurate translation. * **Local JSON Server/Servidor JSON Local:** The word order is adjusted to be more natural in Spanish. I would recommend **Option 2: "Un servidor MCP sencillo que utiliza Claude para interactuar con un servidor JSON local."** as the most natural and generally applicable translation.

MCP Novel Assistant

A novel management tool that uses SQLite database to store and manage novel information including chapters, characters, and plot outlines. Provides database operations and SQL query capabilities for writers to organize their creative work through natural language.

Simple Snowflake MCP

Simple Snowflake MCP Server to work behind a corporate proxy.

MySQL MCP Server

Permite que Cursor interactúe con bases de datos MySQL a través del protocolo MCP, lo que permite la creación, consulta, modificación y eliminación de tablas y registros de bases de datos.

MCP Server Boilerplate

A starter template for building custom MCP servers with example tools, TypeScript support, and multi-client installation scripts for Claude Desktop, Cursor, and other MCP-compatible AI assistants.