Discover Awesome MCP Servers

moa

Enables multi-model reasoning via Mixture-of-Agents orchestration, allowing complex task processing with diverse perspectives and reduced hallucinations.

Hands

A macOS computer-use MCP server that grants AI agents mouse, keyboard, and screen control with a robust security model including permission profiles, app deny-lists, and audit logging.

Task Scheduler MCP Server

Enables asynchronous task execution and scheduling using RabbitMQ, Celery, and Redis/SQLite. Supports immediate background task execution, scheduled tasks with ISO 8601 timestamps, task status monitoring, cancellation, and completion notifications.

Recursive Companion MCP

An MCP server that implements iterative refinement of responses through self-critique cycles, breaking the process into discrete steps to avoid timeouts and show progress.

Code Search MCP

Provides a code search service via MCP, allowing AI clients to perform fast, indexed searches across large codebases using Zoekt, with support for filters like repository, language, and path.

mcp-semgrep-scanner

Run Semgrep static analysis from an AI agent. OWASP top 10, secrets detection, custom rule packs, baseline scanning. Curated by Archimedes Market with a verified Trust Report.

IMCP - Insecure Model Context Protocol

IMCP - Insecure Model Context Protocol The DVWA for AI Security! Welcome to IMCP – a deliberately vulnerable framework that exposes 16 critical security weaknesses in AI/ML systems. Whether you're a security researcher, developer, or educator, IMCP is your playground for hands-on learning about real

Agent Directory MCP Server

Enables AI agents to discover, register, and rate services in a decentralized agent-to-agent directory.

Ollama MCP Server

A Model Context Protocol (MCP) server that provides web search, web fetch, and chat completion capabilities using Ollama's Qwen3-coder models.

Luma API MCP

Enables image and video generation using Luma's API, supporting multiple models, aspect ratios, and advanced features like keyframes and style references.

Database MCP

Provides a natural language interface for querying and managing PostgreSQL, MySQL, MariaDB, MSSQL, and SQLite databases using the Model Context Protocol. Users can explore database schemas and visualize query results through an integrated web dashboard.

proship-mcp

Stateless MCP server that enables AI agents to create Thailand Post shipments, print labels, and track parcels through the ProShip API.

SetlistMCP

Enables AI assistants to search for and retrieve concert setlists from setlist.fm by artist, city, and date, and to view full setlists with songs, sets, and encores.

X MCP Server

Enables interaction with X (Twitter) API v2 with multi-user OAuth 2.0 support, allowing users to manage bookmarks, create tweets, and access user information with encrypted token storage and automatic refresh.

swiftadopt-mcp

An MCP server that helps developers migrate Swift projects to Apple's 2026 platforms by adopting new frameworks and best practices from WWDC 2026.

mcp-data-explorer

Allows LLMs to explore CSV datasets through statistics without loading raw data, offering tools for dataset inspection, column description, and filtered queries while enforcing safety by restricting file access to a specified directory.

AIE7-hw13-mcp

MCP server using Tavily API for web search, enabling web search queries via stdio transport.

book-recommendations

Enables AI agents to get book recommendations by topic or mood, discover serendipitous blind-date picks from first sentences, and access free public-domain classics with read-now availability, all with no API keys required.

MetaTrader MCP Server

Enables AI assistants to trade on MetaTrader 5 using natural language, supporting account management, order placement, and real-time market data.

pilot-mcp

An MCP server that gives agents access to a network of 435 specialist agents and peer-to-peer A2A messaging, enabling keyless, real-time data queries and direct communication with other agents.

Markdrop MCP Server

Connects Claude to a Markdrop knowledge base, allowing it to search and retrieve markdown documentation for context-aware development assistance.

MonkeyPlanner

Local-first kanban and approval-gate issue tracker with a native MCP server (13 tools). Humans approve; agents claim, QA, and complete issues. Single Go binary + SQLite.

my-mcp-server

A prototype using mcp-framework to build tools for AIs

Severalnines CCX MCP Server

Enables management of CCX database clusters through AI assistants, supporting operations such as datastore creation, scaling, and performance monitoring. It provides a comprehensive toolset for handling backups, database users, and firewall rules across various database engines including PostgreSQL, MySQL, and Redis.

kb-graph

Provides a self-tending knowledge base for AI agents, automatically harvesting session transcripts into facts and state notes, and injecting relevant context into new sessions via MCP hooks.

MCP Translation Text

Provides text translation capabilities powered by NiuTrans API with support for 455+ languages. Includes translation tools and language catalog resources for seamless integration with MCP clients.

ThingsBoard Lighting MCP Server

An MCP server that lets Claude read and switch the 3 lights in the innovation room through ThingsBoard, using natural language.

mcp-gtm

Enables LLMs to manage Google Tag Manager containers through exported JSON files, with full CRUD operations on tags, triggers, variables, and folders, plus validation and analysis tools.

mcp-entur

Provides access to Norway's nationwide public transport data (all modes) via the Entur API, enabling queries about routes, stops, and departures through natural language.

jq-docs-mcp

MCP server that provides AI with documentation for 221 JointQuant API functions and 2,479 data table fields, enabling accurate code generation without hallucination.