Discover Awesome MCP Servers

musclesworked-mcp

An MCP server that provides access to detailed exercise-to-muscle mapping data for over 320 exercises and 65 muscles. It enables users to analyze workout coverage, find exercise alternatives based on muscle overlap, and search for specific exercise activation data.

PubChem MCP Server

🧪 Habilite assistentes de IA para pesquisar e acessar informações sobre compostos químicos através de uma interface MCP simples.

MCP Server

A Node.js/TypeScript server implementing the Model Context Protocol that provides integrations with GitHub and Notion, allowing automated workflow between these platforms via API endpoints.

Instagram MCP Server by CData

Instagram MCP Server by CData

LibraLM MCP Server

Access 50+ AI-generated book summaries and chapter breakdowns directly in Claude Desktop. Search books by title, author, or ISBN, and get instant access to key insights from business, self-help, and educational books.

Zhipu Text-to-Image MCP Server

Enables text-to-image generation using Zhipu AI's CogView-4 API. Supports generating images from text prompts with configurable size and quality parameters through MCP-compatible clients like Claude Desktop and Cline.

Cline Email MCP Auto-Setup

Automatically configures email notification functionality for Cline through SMTP integration. Enables Cline to send email notifications for task completion, errors, or user input requirements with automated setup and testing.

Kroki MCP

A production-ready MCP server scaffold that features built-in authentication, Docker support, and a comprehensive CI/CD release pipeline. It provides a standardized template for deploying servers with multi-transport support and configurable read-only modes.

cogmemai-mcp

Persistent cloud memory for AI coding assistants. 28 MCP tools for semantic search, auto-learning, task tracking, correction patterns, knowledge graphs, and session replay across Claude Code, Cursor, Windsurf, Cline, and any MCP client. Encrypted at rest. Team shared memory with author attribution.

Hello World MCP Server

A simple demonstration server for the Model Context Protocol that provides tools for creating and managing greetings with support for multiple transport methods (stdio, HTTP, SSE).

mcp-postgres

Enables AI agents to execute SQL queries and introspect PostgreSQL schemas, tables, and indexes with read-only safety by default. Supports optional write operations and works with Claude, LangChain, and other agents via stdio or HTTP transports.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example calculator and greeting tools, and resource management capabilities.

Vega-Lite MCP Server

Provides AI assistants with access to Vega-Lite documentation, visualization examples, and specification validation tools. Enables searching docs, retrieving examples by category, validating JSON specs, and accessing schema information for creating data visualizations.

Scientific Calculator MCP Server

Provides advanced mathematical calculation capabilities including symbolic algebra, numerical computing, data analysis, and image processing through SymPy, NumPy, SciPy, and pandas integration.

n8n Workflow Builder

Enables AI assistants to manage n8n automation workflows through natural language commands, including creating, executing, monitoring, and organizing workflows with full CRUD operations and execution management.

diffchunk

Enables LLMs to efficiently navigate and analyze large diff files by providing pattern-based chunk navigation, allowing direct access to relevant changes without loading entire diffs into context.

Cisco Catalyst Center MCP Server

A server that wraps Cisco Catalyst Center APIs into tools accessible via the Model Context Protocol, allowing AI agents to discover and execute network management operations.

Local DevOps MCP Server

Enables Docker container management through natural language conversations, including deployment, health monitoring, dependency resolution, auto-redeployment on file changes, and environment snapshots.

x402-discovery-mcp

Discovers and routes across 251+ x402-enabled payment services with smart routing strategies (cheapest, fastest, most trusted) and signed attestations. Provides real-time health monitoring, facilitator compatibility checks, and service quality scoring for the x402 agent payment ecosystem.

YAPI MCP Server

Este é um servidor de Protocolo de Contexto de Modelo (MCP) que fornece acesso aos detalhes da interface YAPI.

C++ UML Class Diagram Generator

Analyzes C++ source code to automatically generate UML class diagrams in PlantUML format, extracting classes, inheritance relationships, and member visibility from directories or file contents.

Bitbucket API MCP Server

Auto-generated MCP (Multi-Agent Conversation Protocol) Server that enables interaction with Bitbucket's API, allowing agents to perform operations on Bitbucket repositories and resources through natural language.

Where's My Train?

Provides real-time NYC subway information including train arrivals, station search, service alerts, and nearby station finder using live MTA data with intelligent location handling.

HCL Domino MCP Server by CData

HCL Domino MCP Server by CData

Papers with Code MCP Server

Enables searching and discovering machine learning papers, state-of-the-art benchmarks, tasks, datasets, methods, and leaderboards from Papers with Code. Supports mapping papers to their benchmark results and browsing evaluation tables.

Think MCP tool

Servidor MCP para raciocínio.

Decision OS MCP

An LLM-native decision tracking system that captures unexpected engineering outcomes as 'pressure events' to build a persistent learning foundation. It enables AI assistants to manage cases, log surprises, and promote recurring insights into global or project-specific knowledge bases.