Discover Awesome MCP Servers

GraphRAG Llama Index MCP Server

Enables AI agents to query a local knowledge graph built from document collections using hybrid search (BM25 + vector fusion) and entity-relationship extraction. Supports privacy-first, offline operation with tools for semantic search, entity graph exploration, and corpus statistics.

Markitdown MCP Server

Converts various file formats (PDF, Word, PowerPoint, Excel, images, audio, HTML, CSV, JSON, XML, ZIP, EPubs) to Markdown for use with Large Language Models. Deployed as a pay-per-event Apify Actor with Streamable HTTP transport.

Clockify MCP Server

Enables time tracking and project management through the Clockify API. Supports starting/stopping timers, logging time entries, managing projects and tasks, and generating reports with natural language commands.

Zuora Billing MCP Server

Enables interaction with Zuora's billing and subscription management platform through their REST API. Provides access to billing operations, subscription management, and financial data through natural language queries.

DWD MCP Server

Un servidor MCP sencillo a través de la API del Deutscher Wetterdienst.

foo-ai

MCP control for foobar2000. Control your music player with an AI assistant!

DeepSeek MCP-like Server for Terminal

Un servidor similar a MCP que utiliza la API de DeepSeek para la Terminal.

Typecast API MCP Server

Enables seamless integration with Typecast API through the Model Context Protocol, allowing clients to manage voices, convert text to speech, and play audio in a standardized way.

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Git Workflow MCP Server

Enables AI assistants to interact with local Git repositories for operations like status, commits, branching, and diffs, plus GitHub API integration for managing pull requests when authenticated.

MCP Replicate FLUX

A Model Context Protocol server that generates images using Replicate's FLUX model and stores them in Cloudflare R2, allowing users to create images through simple prompts and retrieve accessible URLs.

Chlorpromazine MCP Server

Helps ground AI agents in reality by fact-checking responses against official documentation and reading project files to prevent hallucinations during coding sessions.

Gong MCP Server

Provides access to Gong.io sales conversation data, enabling users to query calls, retrieve transcripts, list users, and search calls with date filtering and pagination.

Day 5 Remote MCP Server

Enables Claude Web to interact with Google Docs through a remote HTTP-based MCP server. Provides scalable document operations including creation, editing, and management with service account authentication.

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MCP Think Tool Server

Implementa la herramienta 'think' de Anthropic para Claude, proporcionando un espacio dedicado para el razonamiento estructurado durante tareas complejas de resolución de problemas, lo que mejora el rendimiento en cadenas de razonamiento y el cumplimiento de políticas.

curl-mcp

Provides a structured HTTP client tool for making web requests with full HTTP method support, detailed response metadata, and error handling. Enables AI assistants to interact with any web API or endpoint through the curl_request tool.

Jokes MCP Server

An MCP server that enables Microsoft Copilot Studio to fetch and deliver random jokes from multiple sources including Chuck Norris jokes, Dad jokes, and Yo Mama jokes.

Crawlab MCP Server

Un servidor de Protocolo de Contexto de Modelo que permite a las aplicaciones de IA interactuar con la funcionalidad de Crawlab a través del lenguaje natural, habilitando la gestión de spiders, la ejecución de tareas y las operaciones de archivos.

MoziChem-MCP

Enables AI assistants to perform complex chemical engineering calculations including thermodynamic modeling, equation of state calculations, phase equilibrium computations, and vapor-liquid equilibrium analysis. Built on the MoziChem framework to bridge AI language models with specialized chemical engineering tools.

HPSSC MCP Server

This server enables communication with the Himachal Pradesh Staff Selection Commission API, allowing users to interact with HPSSC services through natural language using the Multi-Agent Conversation Protocol.

🛠️ dbt MCP Server

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HiGHS MCP Server

Provides linear programming (LP), mixed-integer programming (MIP), and quadratic programming (QP) optimization capabilities using the HiGHS solver, enabling AI assistants to solve complex optimization problems like production planning, logistics, and portfolio optimization.

DocGen MCP Server

Automatiza la creación de documentación estandarizada extrayendo información de archivos fuente y aplicando plantillas, con capacidades de integración para GitHub, Google Drive y Perplexity AI.

SSH MCP Server

An MCP server that enables AI assistants to execute shell commands and manage files on remote servers via SSH. It supports recursive directory uploads, archive extraction, and direct file creation from text content.

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Unofficial Powershell MCP server

Tibero MCP Server

Enables AI applications to securely connect to and interact with Tibero databases, supporting SQL queries, schema inspection, and data retrieval through the Model Context Protocol.

Model Context Protocol (MCP) Server for Home Assistant

Enables seamless integration between Home Assistant and Language Learning Models (LLMs), allowing natural language interaction for smart home control and automation management.