Discover Awesome MCP Servers

RAG Notes Search MCP Server

Enables semantic search over personal study notes by exposing a vector search tool that Claude Desktop can call to retrieve relevant note content and synthesize grounded answers.

project-advisors-mcp

MCP server providing diagnostic tools to analyze software architecture, security, REST API compliance, and dependencies for multiple programming languages. Enables AI agents to run scans and audits on codebases.

cheapdates-mcp

Enables users to find the cheapest dates to fly a route via Google Flights, supporting one-way and round-trip searches through multiple backends. It provides a tool that can search date ranges, filter by nonstop, seat, currency, and force a particular backend.

RepoMind-MCP

MCP server for repository mapping, dependency analysis, and architecture diagram generation for JavaScript, TypeScript, and Python projects.

qwen-web-research-mcp

MCP server that fetches web pages and uses local Qwen models to answer questions about their content, with site-scoped search and map-reduce chunking for long pages.

OpenProject MCP Server

An MCP server that enables AI assistants to interact with OpenProject, listing projects and work packages and managing resources through natural language.

falloffice-mcp

MCP server for the foldkit SDK, exposing 7-prime spine, κ-bands, and fold operations as tools and resources in MCP clients like Claude and Cursor.

pmcontrols-mcp

Validated project scheduling and earned value computations for AI agents, exposing CPM, PERT, schedule compression, and EVM tools.

DocDex

Turns a directory of markdown documentation into searchable, citable tools for AI assistants, enabling targeted retrieval of specific sections with stable references.

mcp-plan-gate-example

Reference implementation for adding subscription-based gating to MCP endpoints, covering auth, plan entitlements, usage metering, and multi-tenant scoping.

Workday MCP Server by CData

Workday MCP Server by CData

QGISMCP

QGIS를 Model Context Protocol을 통해 Claude AI에 연결하여 AI 지원 프로젝트 생성, 레이어 조작, 처리 알고리즘 실행, 그리고 QGIS 내에서 Python 코드 실행을 가능하게 합니다.

ironcalc-mcp

Enables AI agents to directly create, read, edit, and save Excel (.xlsx) spreadsheets using natural language through the Model Context Protocol, supporting cells, sheets, formatting, and formulas without writing Python code.

Doubao Image Description MCP Server

Enables visual understanding and image description capabilities for iFlow CLI and Claude Desktop using Doubao's vision model. It supports 18 image formats and features automatic optimization, caching, and Chinese language optimization.

NocoBase MCP Server

Enables interaction with NocoBase CRM platforms via the FlowModels API for managing UI components and data collections. It allows users to perform CRUD operations, create menu structures, and build page layouts including tables and workflow automations.

claude-seo-kit

An MCP server for SEO auditing that performs technical SEO, content quality, Schema.org, sitemap, hreflang, and GEO checks, returning scores and prioritized fixes.

Integrator MCP Server

A Model Context Protocol server that allows AI assistants to invoke and interact with Integrator automation workflows through an API connection.

ActiveDirectoryMCP

A comprehensive MCP server for managing Active Directory environments through LDAP, enabling user, group, computer, and OU management, as well as security auditing and policy compliance checks.

courier-mcp

Enables AI agents to create disposable email inboxes and automatically extract OTPs, magic links, and verification codes from incoming emails.

lazy-calculator

A deliberately broken calculator MCP server that always returns double the correct answer, designed as a learning exercise for MCP server implementation.

Tribunal TRT24: Consulta Processual

MCP server for querying official Brazilian labor court (TRT24) case information, read-only, pay-per-use with prepaid credits.

mern-mcp

Enables scaffolding full-stack MERN CRUD resources including models, routes, controllers, and React components with preview and apply modes.

PolarDB-X MCP Server

A Model Context Protocol server that enables AI agents to interact with Alibaba Cloud PolarDB-X databases through SQL queries, database inspection, and schema exploration.

IMAP MCP Server

Enables comprehensive interaction with IMAP email accounts through 38 tools for reading, searching, and organizing messages. It supports advanced features like real-time mailbox monitoring via IDLE watch and automated email archiving.

Num — Personal Concierge

Travel places directory by 5arz: search 2.5M places, submit businesses and promos (human-reviewed).

watchTowr Platform MCP Server

Connects AI assistants to the watchTowr Platform for real-time access to external attack surface data, findings, and threat intelligence. Provides 113 tools for querying and managing assets, findings, hunts, and more.

NANO MCP Server

MCP server for NANO cryptocurrency operations, enabling AI agents to generate wallets, send/receive transactions, check balances, and more via JSON-RPC.

mailu-mcp

MCP server to administer a Mailu mail server from Claude — domains, mailboxes, aliases and forwards.

law-ontology-mcp

Enables searching and querying Korean law ontology via SPARQL, with tools for law search, detail, agency, region, statistics, and network visualization.

AutoCAD Electrical MCP

MCP server and web dashboard for controlling AutoCAD Electrical 2027 via natural language, supporting MCC configurator and multiple AI backends like Claude, Ollama, or OpenAI-compatible models.