Discover Awesome MCP Servers

ctalk

Enables coworkers to register profiles, ask questions, check inboxes, propose draft responses, and send approved replies through Claude Code.

esim-mcp

An MCP server for searching and comparing travel eSIM data plans by country, planning multi-country trips, and optionally checking eSIM usage with an API token.

moodle-mcp

Enables AI agents to interact with Moodle LMS, fetching assignments, grades, deadlines, course content, and syncing to Obsidian, with WhatsApp alerts and class-slot filtering.

Prompt Ops MCP

Optimizes prompts using meta-prompting techniques through a two-turn approach that first provides optimization guidelines and then refines the prompt for enhanced quality and effectiveness.

CodeWalker

An MCP server that indexes Python codebase structures to help AI assistants discover and reuse existing functions instead of duplicating code. It enables real-time searching of function metadata, duplicate detection, and structural analysis across multiple projects.

mcp-indesign-agent

MCP server for editing Adobe InDesign via natural language in Cursor. It bridges to InDesign through AppleScript and ExtendScript, providing semantic tools for batch operations, styles, assets, and layout fixes.

Kubernetes MCP Server

Enables interactive Kubernetes cluster monitoring and troubleshooting through natural language queries. Users can diagnose pod issues, check service status, and investigate cluster problems using conversational AI.

brand-asset-mcp

A shareable, lightweight MCP server for managing corporate brand assets, logos, color design tokens, social media templates, and image watermarking across multiple locations and platforms.

Red Team MCP

A multi-agent collaboration platform that provides access to over 1,500 models from 68 providers via the Model Context Protocol. It enables users to assemble and coordinate specialized AI teams using advanced orchestration modes like swarm, debate, and hierarchical workflows.

building-standards-act-mcp

Provides real-time access to Japanese building standards laws and regulations from e-Gov API, helping prevent AI hallucinations by validating citations against original legal texts.

MOIDVK

A comprehensive Model Context Protocol (MCP) server that provides 37+ intelligent development tools across JavaScript/TypeScript, Rust, and Python with security-first design and high-performance features.

ReverseCentaur

We make it easy for AI agents to hire humans ethically and fairly.

flin-google-keyword-planner-mcp

MCP server for Google Ads Keyword Planner ideas. Exposes read-only tools to generate keyword ideas from keywords, URLs, sites, or historical data.

Terraform MCP Server

Enables generating, validating, planning, and applying Terraform configurations to manage infrastructure through natural language.

China Weather MCP Server

Enables querying weather forecasts (1-7 days) and meteorological warnings for Chinese cities using the QWeather API. Supports detailed weather data including temperature, humidity, wind, precipitation, UV index, and real-time weather alerts.

Nitrosend

AI-native email marketing platform built for agents. Control campaigns, automations, contacts, templates, and analytics via MCP with OAuth authentication.

omeka-s-mcp-sample

Integrates Omeka S API with Claude Desktop via MCP, enabling listing, creating items, and uploading media.

TreeBeam MCP Server

Enables AI assistants to interact with the TreeBeam financial management and accounting platform. Users can list organizations and projects using secure OAuth 2.0 authentication integrated directly into their AI conversation.

power-point-mcp

Enables Claude to read, create, and edit a single pre-bound PowerPoint file via MCP tools, with security bound to one specific .pptx file.

mcp_gmail_autosend

Enables sending emails via Gmail API, checking thread replies, and listing sent emails, all logged locally in SQLite.

semoss-dev-mcp

Provides focused, topic-scoped search tools for SEMOSS developer documentation, backed by a vector engine. Also includes a web portal for browsing the same content.

netops-mcp

Diagnose connectivity and inspect tunnels locally from your AI assistant.

ModelAtlas

Enables LLMs to search open-source AI models by semantic meaning using directional coordinates and anchors, returning scored, ranked results in under 100ms.

Career Copilot MCP

Enables exploring and analyzing US Data Analyst job postings, offering job search, salary benchmarking, and skill-demand insights through MCP tools, resources, and a career gap review prompt.

DBA MCP Server

A multi-vendor database management tool that enables LLMs to query, migrate, and synchronize schemas across SQL engines like PostgreSQL, MySQL, and Oracle. It features persistent knowledge management for storing AI-generated context about database structures and business rules.

wp-blockmarkup-mcp

Provides AI assistants with a verified database of WordPress Gutenberg block schemas, attributes, and validated markup examples to prevent hallucinations and broken block markup.

Mcp Difyworkflow Server

mcp-difyworkflow-server는 Dify 워크플로우의 쿼리 및 호출을 구현하는 mcp 서버 도구 애플리케이션입니다. 여러 사용자 정의 Dify 워크플로우의 온디맨드 작동을 지원합니다. ai, mcp, mcp-server

affset MCP server

Enables media buyers to manage affset campaigns, zones, stats, payouts, targeting, and team via natural language, pulling stats and cutting underperforming zones without the dashboard.

Hippocampus

Open-source MCP memory server providing persistent, cross-platform context for AI tools via a knowledge graph with encrypted storage.