Discover Awesome MCP Servers

Wingman

A wingman MCP server for Claude Code that provides auxiliary tools for file summarization, text compression, and diff review to ensure checklist items are not missed.

CodexMCP

A FastMCP server that wraps OpenAI Codex CLI to provide AI-powered code generation, refactoring, and documentation via a standardized API.

mcp-gitwand

an MCP server that auto-resolves Git merge conflicts so agents only touch the complex hunks — deterministic pattern engine with confidence scores and a full decision trace, plus merge/rebase preview and hunk-level resolution tools

mowan-mcp-feedback

An interactive feedback MCP server with a web UI, enabling AI-driven development workflows where AI can prompt users for feedback before taking actions, supporting platforms like Cursor, Cline, and Windsurf.

Zillow MCP Server

Enables searching Zillow for-sale, for-rent, and sold listings with rich filters and retrieving complete property details as structured JSON, with no Zillow account required.

FastMCP Prompts Example

A tutorial demonstrating how to build reusable, parameterized MCP prompt templates using FastMCP, including patterns for research, summarization, and code review.

MCP Gateway (Parent MCP Server)

Enables centralized management and unified interface for multiple child MCP servers (filesystem, sqlite, etc.), allowing users to discover, launch, and execute tools across different MCP servers through a single gateway.

Azure Logs MCP

Enables querying Azure Application Insights logs by order number through natural language. Provides secure access to Azure Monitor logs with comprehensive error handling and rate limiting.

Oracle MCP Server

Enables consulting oracle AI models (Codex or Claude) for expert reasoning and analysis on complex problems, architectural decisions, and design tradeoffs through a unified CLI interface.

antigravity-mcp

Integrates Google Antigravity's agy agent into MCP, enabling asynchronous delegation of complex tasks like code analysis and file management with job polling.

Stata-MCP

대규모 언어 모델이 Stata 소프트웨어와 상호 작용하여 회귀 분석 및 기타 통계 연산을 수행할 수 있도록 하는 MCP 서버.

oncallhealth-mcp

MCP server for On-Call Health burnout analysis. Connects AI assistants to your on-call data for workload insights.

Enterprise MCP Server

A single MCP server that exposes safe, permission-checked tools for AI assistants to reach file systems, databases, APIs, Git, cloud services, and business applications.

agentloop

MCP server that enables AI agents to run a deterministic orchestration loop with decomposition, subagent execution, and review feedback across multiple LLM backends.

Bible MCP Server

Enables AI assistants to retrieve Bible passages from multiple translations (ESV, NIV, KJV, NASB, NKJV, NLT, AMP, MSG). Supports querying single or multiple passages and provides both MCP protocol integration and REST API endpoints.

calibre-library-mcp

A local stdio MCP server that enables AI tools to search a self-hosted Calibre library over SSH, supporting metadata queries, full-text search, and book details.

Claude Desktop Extension

Adds automation capabilities to Claude Desktop through MCP and enables Claude Desktop to act as a model gateway for Claude Code, solving WSL-Windows integration challenges through file-based bidirectional communication.

Logeion MCP Server

Enables LLMs to search and retrieve Latin word definitions and lemmas from the Logeion dictionary database, with support for automatic lemmatization via spaCy.

Cozi MCP Server

Enables AI assistants to manage Cozi Family Organizer accounts, including creating and updating shopping/todo lists, managing calendar appointments, and accessing family member information.

WebEvalAgent MCP Server

Unleashes LLM-powered agents to autonomously execute and debug web apps directly in your code editor, with features like webapp navigation, network traffic capture, and console error collection.

transcriptor-mcp

An MCP server (stdio + HTTP/SSE) that fetches video transcripts/subtitles via yt-dlp, with pagination for large responses. Supports YouTube, Twitter/X, Instagram, TikTok, Twitch, Vimeo, Facebook, Bilibili, VK, Dailymotion. Whisper fallback — transcribes audio when subtitles are unavailable (local or OpenAI API). Works with Cursor and other MCP host

statetakehome-mcp

Enables AI assistants to compute US take-home pay, self-employment taxes, and capital gains taxes for the 2026 tax year using the engine from statetakehome.com.

SmoothyStudio MCP Server

Enables AI agents to generate and compose thumbnails using tools like get_capabilities, measure, render_thumbnail, render_variants, and get_canvas, with a document model that supports layers, effects, and masking.

@apexfdn/copilot-mcp

Provides Web3 founders with tools for project scoring, portfolio matching, fund matching, hackathon discovery, jurisdiction analysis, Twitter audit, and smart contract security review. Works with MCP-compatible assistants without transmitting file contents.

Roblox Bridge MCP

Enables AI agents to interact with and control Roblox Studio instances in real-time through the Model Context Protocol. It provides a unified tool for building, scripting, and manipulating 3D worlds with over 90 operations including instance management and Luau scripting.

FastMCP Python Boilerplate

Provides a production-ready FastMCP Python server boilerplate with structured logging, rate limiting, and config validation for building MCP servers compatible with Claude and other agents.

Proxmox MCP Server

Enables Claude to manage Proxmox VE infrastructure — VMs, LXC containers, snapshots, storage, and more.

vision-mcp

An MCP server that provides image analysis capabilities using vision-capable AI models, including object detection, OCR, scene description, and image comparison.

memorylane

MemoryLane provides persistent memory and context for AI agents, enabling semantic recall, session history, and memory management via CLI, API, SDK, and MCP.

CSV MCP Assistant

Enables querying CSV or Excel data using natural language through MCP tools, running pandas operations on an uploaded dataset.