Discover Awesome MCP Servers

Code Scanner Server

一个 MCP 服务器，用于扫描代码库以提取结构信息（类、函数等），具有灵活的过滤选项，并以 LLM 友好的格式输出。

Echo MCP Server

A simple demonstration MCP server that provides an echo tool and resource for learning how to build MCP servers. Serves as a starting point and template for creating custom MCP server implementations.

Social MCP

MCP server for extracting transcripts from Instagram videos using AssemblyAI, enabling timestamped transcriptions with speaker labels through natural language.

Codex Octopus

An MCP server that wraps the OpenAI Codex SDK to deploy multiple specialized AI agents with individual configurations for models, sandboxing, and behavior. It enables users to manage dedicated tools for tasks like code review and test writing through a customizable agent factory.

zotero-mcp

Integrates with Zotero's local API to search, retrieve, read PDFs, and add items by DOI from your Zotero library.

Steuerboard TypeScript MCP Server

MCP server for the Steuerboard API, enabling interaction with Steuerboard services through natural language.

metatrader5-mcp

Connects Claude to a MetaTrader 5 terminal for read-only market data, account info, performance analysis, and order planning (no live trading).

binance-alpha-mcp

binance-alpha-mcp

CLI-Anything · ArcGIS Pro

Drive Esri's ArcGIS Pro from an AI agent — the ArcGIS Pro counterpart to QGIS MCP. A headless ArcPy CLI plus an in-process .NET 8 add-in that exposes the live Pro session as MCP tools (ping, zoom_to, query, run_gp, export_layout) so an agent drives the running project while you watch.

qlib-mcp

An MCP server for the Microsoft Qlib quantitative research platform that enables AI agents to perform financial data queries, factor analysis, and strategy backtesting. It supports A-share and US stock markets through Qlib expressions and built-in analytical tools.

Alfred MCP Server

Enables AI assistants to create, manage, and execute Alfred workflow automation skills, manage MCP server connections, view execution history, and handle API keys through Alfred's REST API.

gametheory-mcp

Equilibrium-aware primitives for AI agents — negotiation, auctions, mechanism design — exposed over MCP and importable as a Python library.

notebooklm-mcp-pro

Production-grade Model Context Protocol server for Google NotebookLM that lets any MCP-capable client (Claude, ChatGPT, Cursor, etc.) interact with NotebookLM notebooks, sources, chats, and artifacts.

gpal

An MCP server that gives your IDE or agent access to Google Gemini with autonomous codebase exploration, enabling deep code analysis, architectural reviews, and bug hunting.

M365 Roadmap MCP Server

A Python-based MCP server that enables AI agents to query the Microsoft 365 Roadmap programmatically.

XMTP MCP Server

Enables AI agents to interact with the XMTP decentralized messaging network. Supports sending encrypted messages, managing conversations, and streaming real-time messages to any XMTP-enabled wallet address.

Greybeam MCP

A single MCP server that lets agents query data through the Greybeam routing layer with Snowflake-compatible tooling.

GitHub MCP Server

Enables AI assistants to analyze GitHub repository structures and read file contents with features like directory traversal, file type analysis, syntax highlighting, and code pattern detection. Supports both public and private repositories through GitHub API integration.

MCP Data Analyzer

Enables loading and statistical analysis of .xlsx and .csv files with visualization capabilities using matplotlib and plotly to generate various graphs and charts.

archangel-agency-mcp

Query ontological research briefings, Universal Language frameworks, and structured AI context documents through 4 MCP tools — including an 8-document Context JSON library sourced from the FusionGirl wiki. Supports x402 micropayments on Base and serves an A2A agent card for inter-agent discovery.

vertaaux-mcp

MCP server for VertaaUX.ai — run UX & accessibility audits, generate fixes, and monitor quality from your LLM or IDE. 38 tools covering the full audit-to-fix lifecycle across 7 UX categories.

british-cybersecurity-mcp

Enables querying British cybersecurity data, including regulations, decisions, and requirements from the NCSC, directly from any MCP-compatible client.

Symbiotic MCP Server

Enables security analysis of code and infrastructure files via MCP, using Symbiotic CLI for scanning vulnerabilities.

JW.Org MCP Tool

Provides controlled, verifiable access to jw.org content for AI applications, enabling search, article retrieval, and scripture lookup while preventing hallucinations.

Nornir MCP Server

A FastMCP server that provides network automation tools by exposing Nornir and NAPALM operations as MCP tools, allowing users to manage and interact with network devices through compatible MCP clients.

goodday-mcp

Goodday‑MCP is a lightweight Model Context Protocol (MCP) server designed to seamlessly integrate with the Goodday project management platform via its API v2. It enables querying of projects, tasks, and users—without altering any data—making it ideal for secure context-aware applications

pdf-card-mcp

Converts dense PDFs into soft, minimal, card-based HTML readers with preserved source text, rendered pages, and cropped tables/figures as images, all processed locally.

Firecrawl Simple MCP Server

用于 Firecrawl Simple 的 MCP 服务器——Firecrawl Simple 是一款网络抓取和站点地图工具，使 LLM 能够访问和处理网络内容。

hiveclear

MCP server for agent treasury management. Creates yield-bearing vaults, manages USDC deposits, and runs programmable time-based payment streams between agents.

zenvoy-mcp

MCP server for the Zenvoy Markdown notes app, providing 26 tools for vault operations like reading, creating, searching notes, and managing tasks, templates, and comments.