Discover Awesome MCP Servers

WorkplaceSearchAgent MCP Server

Enables AI agents to search, retrieve, and summarize content from workplace tools including Google Drive, Notion, Slack, and Confluence through secure Model Context Protocol.

MCP (Model Context Protocol) Server

A server implementation demonstrating how AI models can interact with external tools and services through Model Context Protocol, featuring integrations for calculator functions, GitHub repositories, and Google Maps searches.

SearxNG MCP Server

Proporciona capacidades de búsqueda web utilizando SearxNG, permitiendo que asistentes de IA como Claude busquen en la web con un motor de metabúsqueda que respeta la privacidad.

Veo 3.1 MCP Server

Enables high-quality AI video generation using Google's Veo 3.1 model for text-to-video, style-guided, and frame-interpolation tasks. It features token-efficient reference image handling, batch processing, and video extension capabilities with built-in cost estimation.

Model Context Protocol Demo

A demonstration server for the Model Context Protocol (MCP) that exposes calculator and Yahoo Finance tools, allowing LLMs to interpret natural language requests and make tool calls via the MCP standard.

export-regulation-mcp

Provides tools to access Japanese export control laws, annexes, and user lists via e-Gov API, enabling real-time compliance checks for dual-use goods.

Solr MCP

Un servidor de Python que permite a los asistentes de IA realizar consultas de búsqueda híbridas en índices de Apache Solr a través del Protocolo de Contexto de Modelo, combinando la precisión de las palabras clave con la comprensión semántica basada en vectores.

Simple MCP Server

A TypeScript starter template for building MCP servers with example tools (echo, math operations, time, flight status) and resources (server info, greetings). Provides a modular architecture for easily extending with custom tools and resources.

CodeFlow MCP Server

Enables AI assistants to analyze codebases through semantic search, call graph generation, and function metadata extraction. Provides real-time code analysis with persistent vector storage for understanding complex code structures and relationships.

Shopify MCP Server

Enables interaction with Shopify stores through the GraphQL Admin API. Supports product management, customer data, order queries, blog/article management, and store-wide search capabilities through natural language.

codetree

Gives coding agents structured code understanding via tree-sitter with 23 tools and 10 languages, enabling precise queries instead of reading entire files.

Strata Memory MCP Server

Enables AI agents to manage hierarchical memory with Markdown-based storage, tiered architecture (L0-L3), and hybrid retrieval for transparent and persistent context.

MCP AbuseIPDB Server

Provides threat intelligence lookups against the AbuseIPDB database, enabling IP reputation checks, CIDR block analysis, and log enrichment. It features intelligent caching and rate limiting to efficiently manage API usage for security analysis and automated workflows.

safeskill

Runs a one-click security audit on your MCP setup, scanning packages for vulnerabilities and assigning a score from 0-100 with actionable recommendations.

Unforget MCP Server

Long-term memory for Claude Code, Cursor, and MCP clients with zero-config embedded PostgreSQL. Stores and retrieves facts, preferences, and decisions using 4-channel semantic, BM25, entity, and temporal search with cross-encoder reranking.

astllm-mcp

An MCP server for efficient code indexing and symbol retrieval using tree-sitter AST parsing to fetch specific functions or classes without loading entire files. It significantly reduces AI token costs by providing O(1) byte-offset access to code components across multiple programming languages.

Google MCP Router

Enables scheduling meetings and sending email confirmations through Google Calendar and Gmail APIs. Provides secure OAuth authentication, policy enforcement for working hours, and prevents scheduling conflicts.

harmonica-mcp

MCP server enabling AI agents to create and query Harmonica deliberation sessions. It allows users to create sessions, collect responses, and get summaries via natural language.

MCP Project

Servidores y clientes MCP en espacio aislado (sandbox).

D&D Beyond MCP Server

A Model Context Protocol server that gives Claude direct access to your D\&D Beyond account for characters, campaigns, sourcebooks, spells, monsters, rules, encounters, and treasure.

Adobe XD MCP Server

Enables Claude to interact with Adobe XD files, extract design information, and generate React components from designs.

Guardian News MCP Server

Enables users to search for the latest news articles from The Guardian using keywords and check service status. Provides access to Guardian's news content through their API with configurable result limits.

Track MCP

A professional tool for automatically generating enterprise-standard tracking code for H5, mini-programs, and native applications. It streamlines event tracking for API calls, user clicks, and UI interactions while supporting JIRA integration for task-specific tracking.

mcp-devcontainers

MCP server for generating and configuring development containers from devcontainer.json files, enabling management of devcontainer environments through tools like devcontainer_up, devcontainer_exec, and cleanup.

fluentui-mcp-server

Comprehensive MCP server for Fluent UI React v9 development, providing component knowledge, design tokens, code generation, and validation tools.

peaka-api-mcp-server

Model Context Protocol (MCP) server that provides access to Peaka's API endpoints for programmatic interaction.

GoHighLevel MCP Server

Provides access to over 460 tools within the GoHighLevel CRM, allowing AI assistants to manage contacts, opportunities, messaging, and business workflows through natural language.

Herald

The self-hosted MCP bridge between Claude Chat and Claude Code.

data-calgary

Enables querying Calgary open data from data.calgary.ca using the Socrata SODA API through natural language questions or direct tool calls.