Discover Awesome MCP Servers

Mirdan

Automatically enhances developer prompts with quality requirements, codebase context, and architectural patterns, then orchestrates other MCP servers to ensure AI coding assistants produce high-quality, structured code that follows best practices and security standards.

Arkana

An MCP server that provides 294 malware analysis tools behind an AI-driven interface, enabling natural language investigation of binaries.

io.github.MauricioPerera/kite-lite

MCP server for lightweight web browsing: fetch and parse pages, extract structured content, run isolated JavaScript, and render to SVG/PNG/PDF with a minimal CDP interface.

observe-mcp

An MCP server for querying Observe.com logs using OPAL, with tools for dataset discovery, schema inspection, and log searching.

mcp-maritime

Provides real-time maritime weather data, tropical cyclone warnings, and route calculations for AI agents.

Maiga API MCP Server

Provides comprehensive integration with the Maiga API for cryptocurrency analysis, including token technicals, social sentiment tracking, and KOL insights. It enables AI assistants to retrieve market reports, trending token data, and detailed on-chain information.

safe-ssh-mcp

A secure SSH MCP server that enables execution of read-only diagnostic commands over SSH, preventing modifications to remote systems.

scopa-mcp-server

An MCP server for playing the Italian card game Scopa, supporting 2-4 players, Redis-backed event logging, real-time synchronization, and an optional LLM opponent.

@accos/mcp-server

Connects AI agents to ACCOS for OCR on Thai receipts, tax invoices, and withholding tax certificates via MCP.

mantis-mcp

Enables natural language interaction with MantisBT issues and notes via CRUD operations and semantic search.

spring-mosaic

MCP server for Java/Spring Boot architecture quality analysis and PR review, providing tools like detect_spring_context, review_pr_diff, and scan_violations.

mcp-rag-search

Enables agent tools like Claude Code and GitHub Copilot to perform knowledge retrieval using hybrid search (BM25 + dense) with reranking, via MCP protocol.

figma-developer-docs-mcp

Provides AI assistants with structured access to complete Figma developer documentation, including Plugin, Widget, and REST APIs. It enables users to search and read over 600 documentation pages to facilitate Figma-related development tasks.

Nerq MCP Server

Provides trust scores, comparisons, and search for software entities, AI tools, packages, and MCP servers using Nerq's Trust Score system.

icloud-mcp

MCP server for iCloud integration, providing tools for managing calendars, contacts, and email.

overleaf-claude-mcp

An MCP server that lets Claude read, write, and push Overleaf LaTeX projects from the chat, with token-efficient features like sparse checkout and smart diffs.

chrome-agent-mcp

Enables AI agents to fully control Google Chrome: navigate, click, fill forms, inspect DevTools, and manage tabs with parallel execution and session isolation.

MCP Server for Mem.ai

Enables AI assistants to intelligently save, organize, and retrieve content through Mem.ai's knowledge management platform. Supports creating notes, collections, and AI-powered content processing with automatic organization.

kef-mcp

MCP server for controlling KEF wireless speakers (LSX II, LS50 Wireless II, LS60) and playing Spotify on them via local network and Spotify Web API.

CT2 MCP Server

Centralizes multi-agent team workflows, providing Kanban, audit timeline, scorecards, and event hooks, integrated natively with Hermes Dashboard via the Model Context Protocol.

Whoop MCP Server

Connects Whoop health data to Claude via an MCP server, enabling retrieval of recovery, sleep, strain, and workout metrics through natural language tools.

Google Search MCP Server

A Model Context Protocol server that provides web and image search capabilities through Google's Custom Search API, allowing AI assistants like Claude to access current information from the internet.

Vercel Functions MCP Server Template

A template for deploying MCP servers on Vercel with serverless functions. Includes example tools for rolling dice and fetching weather data to demonstrate basic tool implementation and API integration patterns.

mcp-arcgis-dc

Enables searching and querying Washington DC's open geospatial datasets (parcels, zoning, addresses, transport) via ArcGIS feature services, with tools for dataset discovery, attribute/geometry queries, and schema inspection.

market-data-mcp

Real-time financial market data MCP server. Stocks, crypto, technicals, sentiment, FDA calendar. No API keys required.

Weather Israel MCP

Enables fetching weather forecasts for Israeli cities via browser automation with Playwright, no API needed.

hashloom

Treats software units as content-addressed contracts, enabling efficient agent regeneration loops with cached verification and tiny context packets.

Continuo Memory System

Enables persistent memory and semantic search for development workflows with hierarchical compression. Store and retrieve development knowledge across IDE sessions using natural language queries, circumventing context window limitations.

Interactive Feedback MCP

Enables AI assistants to request user feedback and confirmation to prevent speculative tool calls and reduce resource usage. It streamlines task completion by consolidating multiple potential steps into a single, feedback-aware process.

Whoop MCP Server

Exposes Whoop fitness data (recovery, sleep, strain, workouts) to Claude for use as a daily training coach, enabling natural language queries about your health metrics and training readiness.