Discover Awesome MCP Servers

mofstructure-mcp

An MCP server for deconstructing and analyzing Metal-Organic Framework (MOF) structures, including SBU and ligand identification, guest removal, and COF stacking analysis. It enables AI agents to perform automated chemical informatics and structural characterization on crystal structures via CIF files.

rsi-search-pro-mcp

A meta-MCP server that aggregates authoritative web search and browser research tools, providing a unified interface with a cost-efficient fetch ladder for web research.

MCP Xcode Server

An MCP server that provides tools for programmatically interacting with Xcode projects, enabling users to manage targets, schemes, and files. It supports essential development tasks including building, testing, and cleaning projects through the Xcode command-line tools.

MCP Prometheus

An MCP server for Prometheus-based monitoring that enables users to query system metrics, resource usage, and PostgreSQL health across multiple environments. It supports both predefined diagnostic checks and custom PromQL execution for comprehensive server monitoring and troubleshooting.

MCP Build Environment Service

Provides secure access to containerized build environments for software projects, enabling AI assistants to execute builds, run tests, manage git operations, and inspect build artifacts without requiring local installation of dependencies.

MCP Oracle Server

A Model Context Protocol server that enables Claude to access and interact with Oracle databases through natural language queries.

DataForSEO MCP Server

Enables professional SEO/SEM research with geolocalized keyword discovery, competitor analysis, and SERP ranking insights using DataForSEO API.

airtable-plus-mcp-server

Extends Airtable MCP server with full CRUD, bulk import/upsert, data analysis, schema validation, and data export capabilities.

EFLOWCODE Image MCP

MCP server for generating and editing images using EFLOWCODE's Responses API. Supports text-to-image, image editing, batch editing, and multi-reference synthesis for MCP clients like Codex and Claude.

Semrush MCP Server

Provides AI assistants with access to Semrush SEO API functionality including domain analytics, keyword research, backlink analysis, and competitor insights.

Jimeng AI Multimodal MCP

Enables AI-powered multimodal content generation using Volcano Engine's Jimeng AI, supporting text-to-image, text-to-video, and image-to-video conversion with customizable parameters.

mcp-solscan

Enables querying Solana transaction details via the Solscan Pro v2 API.

Tally Prime MCP Server

Connects Tally Prime ERP data to AI assistants via MCP, enabling natural language queries for financial reports, stock summaries, and ledger balances.

Pybricks RAG Assistant

Enables beginner-friendly Python and Pybricks development support through RAG-powered tools that search official documentation, suggest code snippets, and provide version-aware guidance for LEGO robotics programming.

praesentire-mcp

MCP server for Praesentire — bilingual financial news sentiment as a Claude tool. Provides aggregated sentiment scores, batch queries, and English vs Chinese sentiment comparison for cross-market signals.

Obsidian MCP Server

Enables AI agents to explore, search, and manage local Obsidian vault documents with tools for document search, automatic frontmatter property generation, and attachment organization.

GitHub MCP Server CLI Extension

Extensión de la CLI de GitHub para el servidor MCP de GitHub con autenticación automática.

winrm-mcp

MCP server for controlling a Windows guest VM over WinRM, enabling PowerShell/CMD execution, file transfer, reboot, and KDNET debug configuration, typically paired with kd-mcp.

NotiCode

Runs as an MCP server providing file system operations, shell execution, and system information tools, allowing Claude or any MCP client to edit files and control the machine.

Trilium MCP Server

Enables users to manage Trilium Notes through natural language commands in the terminal. Provides full ETAPI integration for creating, searching, moving, and editing notes, along with an autonomous agent for complex organizational tasks.

YouTube Transcript MCP Server

Enables AI models like Claude to easily access and utilize subtitle data from YouTube videos by extracting transcripts from video URLs with support for multiple languages.

Devicebase MCP Server

Enables remote control of mobile devices via the Devicebase API, including touch gestures, app management, and UI inspection.

Proxell MCP Server

Implements the Proxell Exchange Protocol (PXP) to enable AI agents to autonomously discover, price, negotiate, and trade digital assets like leads, datasets, and APIs. It provides a comprehensive suite of over 90 tools for managing the full transaction lifecycle, from initial discovery to escrow and settlement.

MCP Doubao Seedream 4.0

Enables AI image generation using Doubao's Seedream 4.0 model through natural language prompts. Automatically downloads generated images to local directories with configurable parameters like resolution, watermarks, and batch generation.

ameria-bank

MCP server for Ameria Bank online banking that enables AI assistants to query transaction history, account balances, and card information.

KCC MCP Server

Enables AI assistants to contribute to Google Cloud Platform's k8s-config-connector by adding fields to resources, migrating from Terraform to direct controller architecture, and creating properly attributed commits.

warcraft-wiki-mcp

MCP server that gives LLMs live access to warcraft.wiki.gg API documentation with behavioral notes, restrictions, and patch history for World of Warcraft APIs.

Plan-MCP

An MCP server that uses Google Gemini AI to analyze requirements, create project plans, review code quality, and provide execution analysis feedback for software development projects.

tulidu-sport-mcp

Enables AI tools to query sports tournaments, leaderboards, predictions, and match stats from the Tulidu Sport platform.

Twitter Client MCP

Un servidor de Protocolo de Contexto de Modelo (MCP) para la integración segura de clientes de Twitter utilizando la biblioteca agent-twitter-client de ElizaOS.