Discover Awesome MCP Servers

MCP Dockhand

Exposes over 130 Dockhand API endpoints as tools to manage Docker infrastructure through AI assistants. It enables comprehensive control over containers, stacks, networks, and volumes across multiple environments and hosts.

Portable MCP Web Scraper

Efficient web scraping MCP server with a two-step workflow for token-efficient content extraction. Supports previewing HTML structure, targeted scraping, and entire documentation site crawling.

Jumpserver MCP Server

mcp-jumpserver is the Model Context Protocol (MCP) server implementation for JumpServer.

sheets-mcp-server

An MCP server that lets AI agents read and write Google Sheets using the Google Sheets API v4.

FortiAnalyzer MCP Server

Enables AI assistants to interact with FortiAnalyzer for log analysis, reporting, security monitoring, and SOC operations via the JSON-RPC API.

lifx-mcp-server

A Model Context Protocol server for controlling LIFX smart lights, enabling AI assistants to manage power, color, brightness, effects, and scenes.

mcp-facebook-ads

Enables managing Facebook ads campaigns, ad sets, ads, creatives, insights, and audience targeting via Meta's Marketing API.

CustomGPT MCP Server

A full-featured MCP server providing seamless access to CustomGPT.ai APIs, enabling agent and conversation management through MCP-compatible clients.

Scancode License Analysis Tool for MCP

Analyzes software licenses using Scancode data to help users identify problematic licenses, affected files, and compliance issues through the Model Context Protocol.

camunda-mcp

MCP server for modeling Camunda 7 BPMN diagrams programmatically, including elements, flows, and Camunda extensions.

ast-editor

AST-targeted code editing MCP server with 28 surgical tools for structural edits across 11 languages. Built on tree-sitter, replaces brittle search/replace with byte-correct edits keyed by symbol names.

mcp-code-todo

Scans codebases for TODO comments and exposes them as structured data to LLMs, enabling AI assistants to inspect, prioritize, and propose fixes.

IBM Core Content Services MCP Server

Enables AI agents to interact with IBM FileNet Content Manager for document and folder management, including creation, updates, check-in/out, search, metadata management, and text extraction operations.

@toolpipe/mcp-server

MCP server providing 35 developer utility APIs (JSON formatting, code review, password generation, etc.) for AI agents like Claude.

Context7 MCP Python Server

Provides real-time access to code library documentation and examples through Context7 API integration, enabling AI assistants to retrieve up-to-date technical documentation, code snippets, and best practices for various programming libraries.

mcp-manimgl

Exposes manimgl mathematical animation functionality as MCP tools, enabling LLMs to create animated scenes with narration and background music, and render to video.

mcp-graphql-enhanced

Enhanced MCP server for GraphQL with filtered introspection and full variable support.

Launch Engine

Agentic pipeline that transforms ideas to revenue — for solo founders and bootstrappers.

ai-journal

A local MCP server for journaling, organizing, and recalling your work. It captures entries as plain markdown files, indexes them for full-text and structured search, and enables querying via natural language.

daft-mcp

MCP server that enables AI assistants to search Irish property listings on Daft.ie via the daftlistings library.

SystemManager

Provides system-specific metadata through a tool that returns data for a given category.

IATA-Geo-Core

Enables AI agents to query airport information and calculate Great Circle distances between global airports using IATA codes, following the FFP industry standard in statute miles.

AI Delivery MCP

Automates task delivery by providing tools for running delivery workflows, creating merge requests, updating Jira issues, and generating release notes.

MemoryClaw

Enables AI agents to store and retrieve persistent memories using BM25 search, allowing them to remember past conversations and context across sessions.

OfficeMCP

A server that allows AI models to automate Microsoft Office applications (Word, Excel, PowerPoint, etc.) through COM interface on Windows, enabling natural language control of Office functions.

FireBall1725/pcexpress-mcp-server

Control your grocery cart with AI! This MCP server enables LLMs (like Claude) to search past orders, find products, and manage your shopping cart across all Loblaws-owned grocery banners.

Weather MCP Server

A Model Context Protocol (MCP) server that provides US weather forecasts and active alerts using the National Weather Service API.

repomemory

MCP server that captures and recalls coding session memory (failures, decisions, diffs) for AI agents, enabling cross-agent continuity and preventing repeated mistakes.

S22 Web Agent MCP Server

Provides MCP tools for web page scanning, data extraction, local storage, markdown report generation, and browser inspection using Playwright on a Samsung S22.