Discover Awesome MCP Servers

Algo-MCP

Render live algorithmic visualizations directly in your AI chats via MCP.

Garza Home MCP

Personal home automation server integrating unified messaging (Beeper), home security (Abode), UniFi cameras/sensors, ProtonMail, knowledge graphs (Graphiti), Bible resources, and push notifications across 49 tools.

pntr-cli

Register free *.pntr.dev subdomains and manage them from your AI assistant — DNS records, wildcard DNS, disposable email inboxes, and HTTP request capture for webhook debugging. 15 tools over stdio; hosted endpoint also available.

erp-report-engine

A provably read-only SQL layer for AI agents (MCP) and weekly reports — over the database behind an ERP (Logo Tiger, Netsis, Mikro). Statement-checking guard, measured against 28 attacks.

Sketchup Integration

通过模型上下文协议将 Sketchup 连接到 Claude AI，使 Claude 能够直接与 Sketchup 交互并控制它，以实现提示辅助的 3D 建模和场景操作。

ATP Librarian MCP Server

Enforces the Agent Task Protocol (.atp.json) contract, enabling worker agents to claim, finish, and decompose tasks while maintaining a valid dependency graph.

MCP Sigmund

Enables AI assistants to analyze personal financial data from Open Banking sources stored in PostgreSQL database. Provides educational financial analysis tools with intelligent formatting for learning about spending patterns, account balances, and transaction history.

brainmem-mcp

MCP server for brainmem, providing memory search, write, outcome, explain, and status tools to give LLM agents auditable long-term memory. It prioritizes failures, gates writes on surprise, and supports validity intervals for beliefs.

goodvat

Enables AI assistants to answer tax compliance questions (VAT, sales tax, GST) and validate EU VAT numbers in real time via the VIES registry.

playwright-spatial-layout-mcp

An MCP server that gives AI agents geometric spatial awareness of web page layouts using Playwright, enabling detection of visual occlusion, layout shifts, and spatial relationships.

Crawl4AI RAG MCP Server

Provides AI agents and coding assistants with advanced web crawling and RAG capabilities, allowing them to scrape websites and leverage that knowledge through various retrieval strategies.

Peppermint MCP Server

Provides access to Peppermint Tools API for blockchain operations including smart contracts, tokens, NFTs, and more.

Barebones MCP Server

A minimal, dockerized template for creating HTTP-based Model Context Protocol servers. Provides a starting point with FastMCP framework integration and includes a sample cat fact tool that can be replaced with custom functionality.

MCP Hub

Aggregates dozens of pre-built connectors into one OpenAI-compatible endpoint for AI clients, with a web UI for installing, configuring, monitoring, and managing them.

Corridor-MCP

Read-only MCP server providing direct, credentialed access to parcel data via Regrid and county ArcGIS sources, with tools for querying by point, owner, size, and county.

Telegram MCP Server

Enables interaction with the Telegram Bot API via the Model Context Protocol to send, edit, and delete messages, photos, and videos. It allows Claude to manage Telegram communications and fetch bot updates through natural language commands.

mcp-app-ui

This MCP server provides the current server time through a basic resource and tool, following the MCP Apps quickstart.

Mimikatz MCP Server

Provides programmatic access to Mimikatz for credential extraction, Kerberos attacks, SAM/LSA dumping, and other Windows security assessment tasks through natural language.

legendsviewer-mcp

MCP server that lets AI assistants read and query Dwarf Fortress world legends: search events, objects, and properties, or read summaries and base rates to distinguish real patterns from common traits.

YouTube Transcript MCP Server

Enables extraction and processing of YouTube video transcripts from individual videos, channels, and playlists. Supports transcript search, batch processing, multiple output formats (JSON, text, SRT, VTT), and bulk operations across multiple videos.

shell-command-mcp

用于执行 shell 命令的 MCP 服务器。 (Yòng yú zhíxíng shell mìnglìng de MCP fúwùqì.)

MCP Audacity

MCP server that connects Codex to a local Audacity instance, enabling natural language control of audio editing, generation, analysis, and project management. It exposes validated high-level tools and an allow-listed command layer for safe automation.

io.github.alexalexalex222/frontend-design-loop-mcp

Frontend Design Loop MCP enables coding agents to improve web page designs through screenshot-grounded iteration and proof artifacts, making pages materially better.

Unstorage MCP Server

Enables key-value storage operations using multiple backends (memory, filesystem, redis, MongoDB, HTTP) via MCP tools like get, set, and list.

MeshMind

A single MCP server that merges three context-engineering ideas into one toolset for AI agents

unusual-whales-mcp

Provides access to Unusual Whales market data including options flow, dark pool activity, congressional trades, and more via natural language queries.

WHOIS MCP Server

Enables network information lookup through WHOIS and RIPE Database queries. Supports domain/IP/ASN lookups, AS-SET expansion, route validation, and contact information retrieval across multiple Regional Internet Registries.

Tianshu MCP Server

Enables AI assistants to process documents, images, audio, and video via MCP protocol, converting unstructured data into structured Markdown/JSON.

MCP Hub

A sophisticated research assistant that orchestrates a 5-step workflow of connected AI agents to provide deep research capabilities including question enhancement, web search, summarization, citation formatting, and result combination.

fallelder-us-mcp

MCP server wrapping fallelder-us SDK for sovereign, offline-capable, Ed25519-signed professional-service workflow tools.