Discover Awesome MCP Servers

aas-mcp

MCP server enabling AI assistants to perform full CRUD operations on Asset Administration Shells, Submodels, and Submodel Elements via the Eclipse BaSyx REST API.

KnowS MCP Server

Enables medical evidence retrieval and analysis via AI-powered search and summarization tools.

boring-news-mcp

A Python MCP server for fetching and summarizing news articles from the Boring News API by date, category, tags, people, and similarity.

TradingCalc MCP Server

Provides deterministic trading calculations for PnL, risk, margin, and funding, enabling users to get exact numbers for trade planning and risk assessment via MCP or REST API.

Knowledge Base MCP Server

Manages projects, requirements, and knowledge entries with full-text search via SQLite FTS5. Provides 19 MCP tools for AI assistants to create, update, search, and delete project data.

carbon-footprint-mcp

An MCP server for calculating carbon footprints from bank statements using EPA GHG emission factors.

Weather & Stock MCP Server

通过 MCP 接口提供实时天气警报、预报、股票价格、历史数据和股票相关新闻。

Honeypot MCP Server

Enables querying a honeypot threat-intelligence database via natural language to analyze attacker activity, without writing SQL. Provides read-only tools for overview, top attackers, credentials, commands, and more.

tokenscope

Analyzes Claude Code session token usage and cost locally — where spend actually lands across cache-read, cache-write and output, and what is consuming the context window. Read-only and offline: it parses your own session files and exposes analyze_claude_cost, get_cost_benchmark and tokenscope_share_summary.

cro_go_cadastro-mcp

Enables users to query the official Brazilian Regional Council of Dentistry (GO) registry for professional registration data through a read-only MCP server, with pay-per-use prepaid credits.

qasphere-mcp

QA Sphere MCP 服务器，使大型语言模型能够直接与测试管理系统测试用例交互，从而支持 AI 驱动的开发工作流程和测试用例发现。

LiveKit MCP Server

MCP server bridging AI agents with the MantraCare LiveKit voice and telephony engine, enabling secure control and inspection of voice pipelines via OAuth 2.1 authenticated tools.

Veo 3.1 MCP Server

Enables high-quality AI video generation using Google's Veo 3.1 model for text-to-video, style-guided, and frame-interpolation tasks. It features token-efficient reference image handling, batch processing, and video extension capabilities with built-in cost estimation.

imprest

An MCP server that provides programmable spend limits and audit trails for AI agents to make payments from a dedicated wallet, preventing overspend and unauthorized transactions.

MCP Tools

A local Model Context Protocol (MCP) server that exposes custom tools to Claude Desktop, enabling direct interaction with your local environment. It provides a framework for building and integrating custom TypeScript tools into the Claude interface.

korean-law-mcp

Enables searching and retrieving Korean laws, precedents, and administrative rules through the National Law Information Center Open API, optimized for AI agents.

Copilot Studio MCP Server

Example MCP server for Microsoft Copilot Studio, providing echo (repeat input 3 times) and multi (square a number) tools via Streamable HTTP.

atlas-browser-mcp

Enables AI agents to navigate the web visually using screenshot-based interaction and Set-of-Mark labeling for interactive elements. It supports humanized browsing behaviors, anti-detection measures, and complex tasks like multi-click CAPTCHA solving.

MCP Server Demo

A demonstration MCP server that provides calculator tools for arithmetic operations, personalized greeting resources, and code review prompt templates. Enables users to perform basic math calculations, generate dynamic greetings, and access reusable code review templates through the Model Context Protocol.

teemux

Aggregates logs from multiple processes and provides an MCP server for AI agents to access, search, and manage logs in real-time.

netintel-mcp

MCP server for NetIntel, offering 64 network intelligence tools (DNS, SSL, WHOIS, email, OSINT, etc.) with pay-per-call via x402 on Base mainnet, no API keys needed.

MCP Server Tools

Provides basic utility tools including calculator for arithmetic operations, text processor for string transformations, and JSON formatter for validating and formatting JSON data.

Vibe Preprocessing and Analysis MCP Server

Enables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.

gmail-mcp-server

Enables reading unread emails and creating draft replies in Gmail via Claude Desktop.

office-mcp

MCP server for reading, writing, editing, formatting, and exporting Microsoft Office documents (Word, Excel, PowerPoint) via stdio JSON-RPC, with 47 tools and cross-platform support.

Financial MCP Server

Provides professional-grade access to financial and economic data from Yahoo Finance and the Federal Reserve Economic Data (FRED). It enables users to perform comprehensive stock analysis, screen equities, and retrieve a wide range of macroeconomic indicators and historical data.

URL Parser MCP Server

Enables autonomous agents to precisely deconstruct, analyze, and manipulate URLs and query parameters without hallucination.

BugiaData MCP

BugiaData is a hosted remote MCP server for generating relational fake data that is locale-aware and maintains foreign keys. It enables AI editors to generate realistic fake data with proper relationships and locale support via natural language.

smriti

A lightning-fast, self-hosted knowledge store and memory layer for AI agents

Code Generator MCP Server

Exposes structured code generation tools via MCP protocol, enabling users to generate production-grade Python functions, refactor buggy code, and create multi-function modules using local or cloud-based OpenAI-compatible APIs.