Discover Awesome MCP Servers

MCP Visual Language

Enables intelligent image analysis using GLM-4.5V model, specializing in extracting and analyzing code from screenshots with support for file paths and clipboard input.

fortem-community-mcp

Connect Claude to Fortem and control your NFTs with natural language — create collections, mint items, manage your kiosk, and list items for sale. Also includes developer tools for integrating Fortem into your game or app.

KnowledgeBaseMCP

Enables AI assistants to extract and analyze text content from various document formats (PDF, DOCX, PPTX, XLSX) in local knowledge bases, and create new formatted Word and Excel documents with structured data and reports.

MCP Server Demo 项目文档

스프링 부트 기반의 MCP (Model Control Protocol) 서비스 예제 프로젝트

Project Context MCP Server

Provides unified project context and monitoring capabilities including project health metrics, build diagnostics, Git integration, and infrastructure validation to initialize development sessions with comprehensive project information.

grammar-police

Provides automated grammar checking by intercepting user input and returning correction instructions for MCP-compatible clients like Claude Desktop and Claude Code.

Sky PC MCP Companion

本地MCP工具，通过截图、OCR、键盘和聊天输入与PC游戏《光遇》交互，支持AI客户端陪聊和实验。

marker-watch-mcp

Runs a long-lived command and converts its marked output into versioned build snapshots, exposing status, output, and waiting tools over MCP.

gapup-mcp

100+ agent-payable C-suite expertises with x402 micro-payments — competitive intel, SEC filings, sanctions, KYC, clinical evidence, real estate, ESG. 183 tools, free tier 100 calls/month.

Amazon Product Analysis MCP Server

Analyzes Amazon products with comprehensive insights including pricing, features, specifications, delivery options, and customer reviews, displayed through an interactive React widget.

mobile-agent-platform

MCP server for operating and testing Android devices with AI agents. Provides observation and action tools for interactive control and spreadsheet-driven test runs.

JSON-RPC クライアントツール

이것은 참고용으로 제공되는 개인 프로젝트입니다.

nextmove-mcp

Analyzes your repository and suggests the next tasks to work on, presented as numbered options with context, enabling immediate action.

ActableSite MCP

Audits public websites for AI crawler access, public technical signals, and deployment readiness. Includes a focused path to the full readiness report when deeper remediation guidance is needed.

Google Search Engine MCP Server

Enables Google search queries and webpage content extraction through an MCP server deployed on Cloudflare Workers. Supports single and batch webpage content extraction with integrated OAuth authentication.

Red Hat Status MCP Server

A simple MCP server that retrieves and displays status information and incidents from the Red Hat Status Page, allowing users to query for events through natural language.

SafeBreach MCP Server

Bridges AI agents with SafeBreach's Breach and Attack Simulation platform, enabling natural language queries and seamless integration through a multi-server architecture with specialized domains.

vk-ads-mcp

MCP server for VK Ads API enabling management of campaigns, ads, statistics, targeting, and budgets through natural language.

obsidian-mcp

Single-container MCP server for an Obsidian vault, providing 14 tools to manage notes, directories, tags, and trash with authentication, CORS, and SSE streaming.

inspirehep-mcp

A Python-based MCP server that enables searching for high-energy physics literature on INSPIRE-HEP by title, author, or full text. It provides optimized search results including citations, abstracts, and arXiv links while allowing filters for publication date and collaboration size.

Cardexscan MCP Server

Provides AI assistants with real-time access to Cardano DeFi data, including token, pool, wallet, swap, trade, OTC, and DCA information via Cardexscan's DEX scanner and aggregator.

Postgres MCP Pro

An open-source MCP server for PostgreSQL that provides database health analysis, index tuning, query plan optimization, and safe SQL execution, suitable for both development and production environments.

KernelMind

Enables monitoring and optimization of Linux system kernel metrics via MCP, with ethical safeguards requiring human consent for actions.

openregistry

Unmodified government company data from 27 registries, live. Cross-border UBO chain walker for AI agents. 60+ tools covering GB, IE, NO, FR, DE, NL, PL, BE, CH, LI, MC, IM, IS, CY, AU, NZ, CA, TW, HK, MY, FI, CZ, ES, IT, KR, US — raw upstream fields preserved, no LLM extraction.

iOS Simulator MCP Server

Enables AI agents to control iOS Simulators for UI/UX debugging, app management, and accessibility auditing via simctl, IDB, and ClaudeDebugKit.

mcp-lightrag

Enables AI assistants to interact with LightRAG knowledge graphs, supporting smart upsert for Obsidian vaults, semantic queries, and document/graph management.

Coding Todo Server

코딩 프로젝트의 할 일 목록을 관리하기 위한 도구와 리소스를 제공하는 MCP 서버입니다. 사용자는 우선순위, 상태, 태그와 같은 세부 정보를 포함하여 할 일 항목을 보고, 추가하고, 업데이트하고, 삭제할 수 있습니다.

AMS Development MCP Servers

MCP servers for real-time development monitoring and interactive pair programming.

@cyanheads/eur-lex-mcp-server

Search EU legislation, CJEU case law, and treaties; traverse the CELLAR relationship graph; resolve EuroVoc concepts via MCP.