Discover Awesome MCP Servers

project-explorer-mcp

Analyzes Python project structure by exploring directory trees, extracting outlines from Python and Markdown files, and inspecting OpenAPI specifications.

nfl-mcp

An MCP server that provides access to over 12 years of NFL play-by-play data through a local DuckDB database. It enables users to query player performance, team statistics, and situational efficiency metrics like EPA and WPA using natural language.

supply-ops-agent

A supply-side operations diagnostic MCP server for bid rate analysis, IVT detection, and ads.txt compliance.

mcp-mongo

Enables AI agents to query and introspect MongoDB databases through find, aggregate, and schema discovery operations. Supports read-only default mode with optional write capabilities and works with any MCP-compatible client via stdio or HTTP transports.

Antigravity Link

Antigravity Link is an MCP server and mobile companion for Google's Antigravity IDE. It captures live snapshots of the Antigravity chat UI via Chrome DevTools Protocol and serves them to a mobile web client. From your phone you can send messages, upload files, stop AI generation, switch instances, and read task/walkthrough/plan documents. Exposes 9 MCP tools and a full OpenAPI 3.1 spec.

Atlas-Docs

The Atlas Docs MCP server provides technical documentation of libraries and frameworks for AI assistants, processes the official documentation into Markdown versions suitable for LLMS, and is applicable to McP-compatible LLM clients such as Cursor, Cline, Windsurf, etc.

ASCII Table MCP Server

MCP server for generating properly aligned ASCII, Unicode box-drawing, and Markdown tables, with correct width measurement for Thai, Pali, and CJK characters using wcwidth.

acikpoz

MCP server for parsing, diffing, and validating Turkish public construction unit price catalogs (ÇŞB birim fiyat) from PDFs, enabling AI agents to compute with structured price data.

SuperSkill

Runtime intelligence layer for AI agent skills that scores, resolves, and loads the best skill for a task, managing context and collision resolution.

iroha for Notion

Persists Claude Code sessions to Notion as team memory, enabling queryable recall of decisions, work state, and project architecture.

GhidraMCP

Enables LLMs to autonomously reverse engineer applications by exposing Ghidra's core functionality through MCP tools. Supports decompiling binaries, analyzing code structure, and automatically renaming methods and data.

MindBacklog

Connect Claude directly to your MindBacklog workspace to read PRDs, user stories, and real-time customer signals.

mcp-notion

MCP server for common Notion page workflows: search pages, inspect content, create structured pages, append rich blocks, and start documents from reusable templates.

NetBrain MCP

An open-source network operations integration platform that connects large language models with network devices through the Model Context Protocol, allowing AI assistants to perform network configuration, diagnostics, and management tasks.

SDOF Knowledge Base

A Model Context Protocol (MCP) server that provides persistent memory and context management for AI systems through a structured 5-phase optimization workflow.

mcp-server-postgres

Provides a secure, schema-aware PostgreSQL database agent for LLMs, enabling natural language queries and validated SQL execution with strong security guardrails.

Remote MCP Server (Authless)

A Cloudflare Workers-based MCP server that enables AI tools without requiring authentication, allowing connection from Claude Desktop or the Cloudflare AI Playground.

examintel-mcp

An MCP server that indexes exam PDFs and HTML documents for semantic search, topic frequency analysis, and study plan generation, fully local and private.

atlassian-browser-mcp

MCP server that enables accessing Jira and Confluence using browser cookies captured via a Chrome extension, avoiding the need for API tokens or browser automation. It wraps the mcp-atlassian toolset and works with Atlassian Cloud and Server/Data Center behind SSO.

Coinbase AgentKit MCP Server

Enables AI assistants to manage Coinbase wallets, trade assets, interact with DeFi protocols, and query on-chain data through natural language.

lastfm-mcp

A Model Context Protocol (MCP) server for Last.fm. Gives AI assistants access to your listening history, music discovery, and detailed track/artist/album information.

camofox-browser MCP server (stage2)

Provides persistent browser tabs with tools to read, click, type, and interact with web pages, enabling local LLM agents to perform multi-step web tasks.

claudeForSafari

Safari Web Extension + Node.js MCP bridge giving Claude Desktop full control over Safari — navigate, read pages, click elements, fill forms, and manage tabs. No Playwright or WebDriver dependency.

TypeScript MCP

A specialized server that provides advanced TypeScript code manipulation and analysis capabilities, enabling refactoring, navigation, diagnostics, and module analysis through Claude.

Philips Hue MCP Server

Một giao diện giao thức ngữ cảnh mô hình (Model Context Protocol) cho phép các trợ lý AI như Claude điều khiển hệ thống đèn thông minh Philips Hue thông qua các lệnh bằng ngôn ngữ tự nhiên.

Deriv API MCP Server

Một máy chủ Giao thức Bối cảnh Mô hình (Model Context Protocol) cho phép các trợ lý AI tương tác với API giao dịch Deriv, cung cấp quyền truy cập vào các ký hiệu giao dịch đang hoạt động và thông tin số dư tài khoản.

MCP Shrimp Task Manager

An intelligent task management system that provides structured workflows for AI Agents to plan, decompose, and execute complex programming tasks. It features a dedicated research mode for technical investigations and a task memory function to optimize workflows and avoid redundant coding work.

cairnos

Local MCP server for CairnOS, a local-first productivity app. Exposes 13 tools that let Claude read and write the same local SQLite "brain" the app uses — create and update tasks, projects, reminders, ideas, and notes; classify natural-language brain dumps; and query overdue/today tasks and project context.

Sonde

AI infrastructure agent that gives Claude eyes into servers via a hub-and-spoke system with MCP endpoint, lightweight agents, and 19 integration packs for enterprise systems.

PTP MCP Server

A Model Context Protocol server that enables monitoring and analysis of Precision Time Protocol systems in OpenShift clusters through configuration parsing, log monitoring, and natural language queries.