Discover Awesome MCP Servers

Geocode MCP Server

Provides global geocoding capabilities to convert city names and addresses into latitude/longitude coordinates using the free OpenStreetMap Nominatim API.

XRAY MCP

Enables AI assistants to understand and navigate codebases through structural analysis. Provides code mapping, symbol search, and impact analysis using ast-grep for accurate parsing of Python, JavaScript, TypeScript, and Go projects.

Google Drive MCP Server

A read-only Model Context Protocol server that enables LLMs to search, list, and read files from Google Drive and shared drives. It automatically converts Google Workspace documents like Docs, Sheets, and Slides into Markdown, CSV, and plain text formats for easy processing.

gRNAde MCP Server

Enables RNA structure analysis, sequence evaluation, and inverse design using geometric deep learning models. Supports both quick computational analysis and long-running batch processing for generating RNA sequences that fold into target structures.

MCP Selenium Server

A Model Context Protocol server implementation that enables browser automation through standardized MCP clients, supporting features like navigation, element interaction, and screenshots across Chrome, Firefox, and Edge browsers.

A2A MCP Server

A centralized server that tracks and manages connected agents, providing a web interface to monitor their status while enabling agent communication through a central point.

nucleo-mcp

An MCP server that provides Claude with direct access to local Nucleo icon libraries for searching, previewing, and exporting icons. It enables users to retrieve raw SVG source code, generate PNG previews, and export icons as vector PDFs directly from the Nucleo SQLite database.

CST MCP

An MCP server that integrates CST Studio Suite with the Model Context Protocol to enable automated electromagnetic simulation workflows. It provides specialized tools for material definition management and direct interaction with the CST Studio Suite environment.

FreshBooks MCP Server

Provides complete FreshBooks integration with 87 tools covering accounting, invoicing, time tracking, expense management, client/project management, and financial reporting through OAuth2 authentication.

BlackLotus MCP Server

Provides AI tools for generating project planning documents including technical design plans, phase-based task checklists, and detailed role definitions as plain text files.

Trino MCP Server

Enables database schema analysis and management for Trino servers through dynamic connections. Supports DDL validation, dependency analysis, schema documentation generation, and safe SQL execution with multiple concurrent connections.

BFL MCP Server

An MCP server that enables generating and editing high-quality images with natural language using Black Forest Labs' FLUX.1 Kontext Pro model.

Umbrella Terminal MCP

Provides access to 67 tools for querying Colorado legislative intelligence, including bills, statutes, rules, and campaign finance. It enables AI agents to analyze legislative attribution chains, stakeholder data, and legislator voting records.

PyVista MCP Server

Enables 3D visualization capabilities through PyVista integration, allowing users to generate and export interactive 3D shape grids as HTML files. It provides tools for creating visual representations of geometric objects like cylinders, spheres, and arrows.

Letter Counter MCP Server

Um servidor MCP que permite que LLMs contem ocorrências de letras específicas dentro de palavras, criado como um exemplo de aprendizado para o Protocolo de Contexto de Modelo.

MCP-Kit Developer Task Assignment System

Enables intelligent task assignment to developers using hybrid AI algorithms that match tasks based on past experience, skill sets, workload balance, and project alignment. Features enterprise-grade security with AES-256 encryption and 75% performance optimization through smart caching.

Meme MCP Server

A Model Context Protocol server for managing, searching, and retrieving local meme images. It automatically hosts memes via a built-in HTTP server to ensure images can be displayed within chat applications.

Flux Cloudflare MCP

An MCP server that enables AI assistants to generate images using Black Forest Labs' Flux model via Cloudflare Workers.

World Bank Documents MCP Server

Enables discovery and retrieval of World Bank reports and publications through the Documents & Reports API. It supports full-text search, structured filtering by topic or country, and metadata extraction for research and data analysis.

Devon

An MCP server that provides 33 tools for full DEVONthink integration, enabling users to search, manage records, and access smart groups through Claude Code. It supports document CRUD operations, metadata management, and utilizes DEVONthink's built-in AI for document summarization and classification.

EPICS MCP Server

A Python-based server that interacts with EPICS process variables, allowing users to retrieve PV values, set PV values, and fetch detailed information about PVs through a standardized interface.

Pabal MCP

Manages App Store Connect and Google Play Console metadata, releases, and ASO workflows locally through MCP tools, enabling store management directly from AI clients without manual console navigation.

MCP Server

A Python implementation of the Model Context Protocol (MCP) that connects client applications with AI models, primarily Anthropic's models, with setup instructions for local development and deployment.

🚀 Go-Tapd-SDK

O Go Tapd SDK é uma biblioteca cliente Go para acessar a API Tapd e também oferece suporte ao servidor MCP mais recente.

Email MCP Server

This MCP server enables users to manage emails via POP3 and SMTP protocols, allowing for listing, searching, reading, and sending messages. It also supports fetching email threads and extracting text content from various document attachments including PDFs and Office files.

VNDB MCP Server

Um servidor de Protocolo de Contexto de Modelo (MCP) para acessar a API do Visual Novel Database (VNDB). Isso permite que o Claude AI pesquise e recupere informações sobre visual novels.

HomeyPro MCP Server

A Model Context Protocol server that enables interaction with HomeyPro home automation systems, providing paginated access to devices, zones, and flows with comprehensive management capabilities.

Ultimate-MCP-Server

Provides a suite of tools like agent orchestration and token optimization for Claude