Discover Awesome MCP Servers

YouTube Transcript Extractor MCP

一个模型上下文协议（Model Context Protocol）服务器，它使 AI 助手能够从 YouTube 视频中提取文本记录，从而允许 AI 直接分析和处理视频内容。

Open Legal Compliance MCP Server

Enables AI assistants to search and analyze legal documents from multiple jurisdictions including US federal and state law, case law, EU regulations, UK legislation, Canadian law, Congress bills, SEC filings, and FDA data through free government APIs.

Mammoth MCP Server

Converts Microsoft Word DOCX files to clean, semantic HTML with support for preserving formatting, tables, lists, and optionally embedding images as base64 data URIs.

MSSQL MCP Server

Enables interaction with Microsoft SQL Server databases through a virtual filesystem interface, comprehensive stored procedure management with draft-test-deploy workflows, safe write operations with transaction control, and performance analysis capabilities.

signbee-mcp

Document signing for AI agents. Send markdown or PDF for two-party e-signing with a single tool call — handles PDF generation, email verification, and SHA-256 certified delivery.

Icon Composer MCP

MCP server for creating Apple .icon bundles with Liquid Glass effects (iOS 26+). 12 tools for programmatic icon creation, glass effect tuning, dark mode, and App Store export.

design-token-bridge-mcp

Translates design tokens across platforms — extracts from Tailwind/CSS/Figma and generates native themes for Material 3, SwiftUI, and CSS variables with WCAG contrast validation.

MCP Monitor

An observability tool for agentic AI pipelines that intercepts MCP and Python tool calls to provide real-time metrics, session replays, and alerts via a local dashboard. It enables centralized monitoring of multiple MCP servers through multiplexer and proxy modes without requiring changes to existing agent code.

MCP Doc Server

A document-based MCP server that supports keyword searching and content retrieval from official website documentation.

OSMP (Octid Semantic Mesh Protocol)

Agentic AI instruction encoding. 86.8% smaller than JSON. Inference-free decode by table lookup. 342 opcodes, 26 namespaces, three conformant SDKs. Confirmed over LoRa mesh radio. Apache 2.0 with express patent grant.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example implementations of calculator and greeting tools plus resource management capabilities.

Roam Research MCP Server

A Model Context Protocol server that enables Claude Desktop to read from and write to Roam Research graphs, allowing for retrieving page content, finding references, and adding blocks to existing or daily pages.

Mempool MCP Server

A Model Context Protocol server that provides real-time Bitcoin blockchain and mempool data to AI clients, allowing access to comprehensive Bitcoin network information through various data tools.

Time & Location MCP Server

An MCP server that automatically detects and provides current time and location information based on system timezone and IP geolocation.

Tox Testing MCP Server

一个 MCP 服务器，它执行 tox 命令来运行项目中的 Python 测试（使用 pytest），允许用户运行所有测试或特定的测试组、文件、用例或目录。 **Explanation of terms:** * **MCP Server:** MCP likely refers to a specific type of server or system within a particular context. Without more context, it's difficult to provide a more precise translation. It could stand for "Management Control Panel" or something similar. I've left it as "MCP" in the translation. * **tox:** A generic test automation tool. * **pytest:** A popular Python testing framework. * **Test groups:** Refers to logical groupings of tests, often defined in `tox.ini` or similar configuration files. * **Test files:** Python files containing test functions or classes. * **Test cases:** Individual test functions or methods within a test class. * **Directories:** Folders containing test files.

EdgarTools MCP

Enables LLMs to download, parse, and analyze SEC EDGAR filings, including 10-K/Q reports, XBRL financial statements, and insider trading data. It provides structured access to institutional holdings, corporate events, and financial facts for comprehensive investment research.

Rendi MCP Server

Enables cloud-based FFmpeg video and audio processing through the Rendi API, allowing AI assistants to convert, edit, and manipulate media files without local FFmpeg installation.

NeuroStack

A local-first CLI and MCP server that helps you build and search a personal knowledge vault from Markdown notes, with semantic search and AI-powered features like stale note detection and session memory harvesting. It’s provider-agnostic, requires no GPU in its default mode, and exposes your vault as long-term memory to any MCP-compatible AI tool like Claude Code.

Homework Grading MCP

Enables automated grading of student homework images using Qwen3-VL multimodal model, supporting multiple subjects and question types with detailed feedback and batch processing capabilities.

actors-mcp-server

Use 3,000+ pre-built cloud tools from Apify, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more

Pipefy MCP Server

Enables LLMs to interact with the Pipefy GraphQL API to manage pipes, cards, database tables, and records through natural language. It provides tools for searching, creating, and retrieving detailed information about Pipefy workflows and database entities.

HubSpot MCP

Provides comprehensive access to HubSpot CRM data and operations, enabling management of contacts, companies, deals, engagements, and associations through a standardized interface with type-safe validation.

engram

The 'Blast Radius' detector for AI Agents. Prevent regressions using Git history and organizational memory.

MCP Google Play Store Server

Integrates Google Play Store management tools with AI assistants to handle app listings, releases, and user reviews. It enables users to manage Play Console tasks like updating store information and retrieving performance statistics through natural language.

Graph AAVE MCP

MCP server for querying AAVE V2/V3 lending protocol and governance data via The Graph subgraphs. Exposes 14 tools and 5 guided prompts that any AI agent (Claude, Cursor, Copilot, etc.) can use to query lending markets, user positions, health factors, liquidations, flash loans, rate history, and AAVE governance — across 7 chains (Ethereum, Base, Arbitrum, Polygon, Optimism, Avalanche, Fantom) via

Edinburgh Festivals MCP Server

An MCP server that provides tools for querying the Edinburgh Festivals API to retrieve information about events and venues across all Edinburgh festivals, including historical data.

MCP Server : Sum Numbers

MCP server exemple

OrdiscanMCP

An HTTP server implementation that provides direct access to the Ordiscan API with 29 integrated tools for Bitcoin ordinals, inscriptions, runes, BRC-20 tokens, and rare sat data.