Discover Awesome MCP Servers

MCP Oracle Server

A Model Context Protocol server that enables Claude to access and interact with Oracle databases through natural language queries.

mcp-kubevela

Enables AI assistants to query and manage KubeVela application delivery: check application status, trigger deployments, track workflows, manage addons, and more.

appstore-rejections-mcp

An MCP server that gives AI assistants access to a curated database of Apple App Store rejection reasons, solutions, and real-world cases.

Chronica

Persistent memory MCP server for Claude Desktop. Gives Claude structured memory across sessions with time-aware context, auto-save, and a Streamlit curation UI.

Volatility MCP Server

Enables automated memory forensics analysis using Volatility 3, supporting Windows, Linux, and macOS memory dumps through a modular plugin interface.

Semrush MCP Server

Provides AI assistants with access to Semrush SEO API functionality including domain analytics, keyword research, backlink analysis, and competitor insights.

mcp-ocrspace

OCR.space MCP server that enables image and PDF text extraction via the OCR.space API.

playwright-spa-mcp

Playwright browser automation tuned for single-page apps (React/Vue/Angular) — screenshots, form filling, action chains, persistent sessions and 140+ device presets.

ameria-bank

MCP server for Ameria Bank online banking that enables AI assistants to query transaction history, account balances, and card information.

Claude Pascal MCP Server

Enables Claude to compile, run, and interact with Pascal/Delphi desktop applications, including GUI automation, IDE observation, and Android device interaction via ADB.

agent-readiness-auditor

Scans a website to score its compatibility and safety for AI agents, and exposes an audit tool via the Model Context Protocol.

recon-mcp

MCP server providing safe, structured network and security reconnaissance tools for AI agents, with graded JSON results.

codeweave-mcp

An MCP server that gives AI agents structured code understanding and precise code intelligence via local indexing of AST, call graphs, and semantic search.

Extended Mind

A single MCP server that gives Claude, ChatGPT, Codex, and any MCP-compatible AI access to the same personal context via two tools: context_get and context_log.

KCC MCP Server

Enables AI assistants to contribute to Google Cloud Platform's k8s-config-connector by adding fields to resources, migrating from Terraform to direct controller architecture, and creating properly attributed commits.

API Integration MCP Server

Connects external APIs like Open-Meteo and AgroMonitoring to your development environment through URI-like requests, allowing access to live data directly in MCP-compatible tools.

numguard

Verify a number before an agent asserts it — a Deflated Sharpe Ratio for backtest, plus eval-gap, subset-win, and judge-bias checks, with signed receipts anyone can verify offline.

rsi-search-pro-mcp

A meta-MCP server that aggregates authoritative web search and browser research tools, providing a unified interface with a cost-efficient fetch ladder for web research.

MCP Xcode Server

An MCP server that provides tools for programmatically interacting with Xcode projects, enabling users to manage targets, schemes, and files. It supports essential development tasks including building, testing, and cleaning projects through the Xcode command-line tools.

USAspending MCP

A free, key-less MCP server for querying U.S. federal spending data from USAspending.gov, including contracts, grants, loans, recipients, agencies, and geographic breakdowns.

tulidu-sport-mcp

Enables AI tools to query sports tournaments, leaderboards, predictions, and match stats from the Tulidu Sport platform.

WeDaka MCP Server

Enables employee time tracking with clock-in/out, workday checking, and time log retrieval via MCP tools.

mcp-nacos

Enables AI assistants to query and manage Nacos configurations, supporting Nacos 1.x/2.x/3.x with multiple transport protocols.

Personal Google MCP Server

Gives Claude read/write access to your own Gmail, Google Docs, Google Sheets, and Google Tasks via a tiny always-on web service.

A2ABench

Agent-native developer Q&A service providing MCP tooling and A2A runtime endpoints for deep research and citations.

agentfetch

An open-source web retrieval MCP server that fetches, crawls, and searches the web, returning clean markdown for AI agents. It integrates with Claude MCP, LangChain, and other frameworks for agentic web access.

MCP Web Tutorial 🚀

MCP (Model Context Protocol)サーバーの構築方法を学習するためのインタラクティブなウェブチュートリアルです。この教育的なウェブサイトでは、MCPサーバーの実装と理解のための段階的なガイダンスを提供します。

ZeroID Agent Identity

Issues accountable identities for AI agents before they interact with tools, with tools for identity management and receipt export.

Pybricks RAG Assistant

Enables beginner-friendly Python and Pybricks development support through RAG-powered tools that search official documentation, suggest code snippets, and provide version-aware guidance for LEGO robotics programming.

winrm-mcp

MCP server for controlling a Windows guest VM over WinRM, enabling PowerShell/CMD execution, file transfer, reboot, and KDNET debug configuration, typically paired with kd-mcp.