Discover Awesome MCP Servers

google-mcp

Enables interaction with Google Chat through MCP, allowing listing spaces and messages, searching messages, and sending messages. Supports local and remote transports.

aco

MCP server for Agent Context OS that compiles engineering docs into a knowledge graph, detects code drift, and serves token-budgeted context packs to AI coding agents via MCP.

RTBrick MCP Server

Gives AI assistants direct access to RTBrick's website, technical documentation, and YouTube training videos with no API key required.

Microservice Control Panel (MCP)

一个整合并管理来自字节跳动巨量引擎广告平台的API的平台，为电商流量获取场景提供统一的访问接口。

granola-mcp

Enables semantic search and insight extraction across Granola meeting notes, categorizing content into themes like pain points and decisions. It provides AI assistants with tools to query meeting transcripts, summaries, and speaker-attributed quotes via a local vector index.

CyberMCP

Enables AI assistants to perform cybersecurity analysis including RDAP lookup, DNS analysis, SSL inspection, security header detection, and more, returning structured security reports.

Supplement Advisor MCP Server

Evidence-based supplement recommendation MCP server covering 17 supplements and 40+ conditions with medication interaction checking and form quality classification.

Dify Cloud MCP Server

Exposes a SQLite database as MCP tools for Dify Cloud, ensuring LLM responses are based on real database records rather than generated data.

BasicOps

Bring BasicOps into your AI assistant. With MCP, your assistant can read your workspace, turn chat into structured tasks, and keep projects moving by updating owners, due dates, and status as decisions happen. BasicOps keeps humans and agents aligned in one place—tasks, messages, and projects—so work doesn’t get lost across tools. All actions respect your BasicOps access controls.

FinDB Reporting MCP Server

A read-only MCP server for the FinDB demo database, exposing customer, account, card, and transaction reporting tools over stateless Streamable HTTP.

mcp-prompt-optimizer

MCP server for professional prompt engineering and agentic scaffolding, with cloud and local optimization.

Harmony 2.0 Master Agent - Gemini MCP Server

Provides expert guidance for Harmony 2.0 development through Gemini AI, enabling code analysis, generation, and architectural assistance for building applications following Harmony 2.0 patterns and best practices.

飞书日历 MCP 服务器

将飞书日历 API 封装为 MCP 服务器，支持日历、日程、订阅和忙碌状态的查询与管理。

Semantic Search MCP Server

Provides hybrid semantic and keyword code search for Claude Code using BM25 and vector retrieval. It enables indexing and searching local codebases with language-aware chunking and local embeddings.

aptos-dex-mcp

MCP server for Dex on Aptos

TradingView MCP Bridge

Personal AI assistant for your TradingView Desktop charts. Connects AI to your locally running TradingView app via Chrome DevTools Protocol for AI-assisted chart analysis, Pine Script development, and workflow automation.

Fuel Network & Sway Language MCP Server

一个 Fuel MCP 服务器，它为 Fuel 文档和各种编码 IDE（例如 Cursor）提供支持。

VNStock Agent

MCP server providing Vietnamese stock market data including historical prices, financial statements, company info, trading data, forex, crypto, world indices, and mutual funds through 21 MCP tools and 22 CLI commands with support for stdio, SSE, and Streamable HTTP transports.

Python MySQL MCP

A FastMCP-based server that enables interaction with MySQL databases, supporting client-server communication for querying and analyzing MySQL data.

mcp-noaa-tides

MCP server that provides access to NOAA Tides & Currents data including tide predictions, water levels, currents, and meteorological observations.

Chargily MCP

An MCP server for the Chargily Pay V2 API, enabling payment management including customers, products, prices, checkouts, and payment links.

gomcp-worker

Cloudflare Workers 上的 MCP 服务器，通过 CDP 控制 Lightpanda 浏览器，支持导航、搜索、获取 Markdown 和链接提取。

Blender Optics Simulator MCP Server

An MCP server for Blender that exposes a physics-verified optical bench as JSON, enabling AI agents to read ground-truth geometry and beam data, and drive the bench through alignment and corrections.

beeper-mcp

在币安智能链上执行 beeper 交易的后端服务

VentureOS

Provides startup verification tools including domain/package/org availability checks, unit economics, runway, market size, and cap table calculations with transparent formulas and warnings to prevent common agent errors.

Redshift MCP Server

A secure, read-only MCP server for Amazon Redshift that enables AI assistants to discover, query, and export data through natural language via 10 specialized tools, with schema allowlisting and row limits for safety.

Video Pipeline MCP Server

An MCP server for managing a video pipeline with file, Excel, and search tools, integrated with Claude AI via a cloudflared tunnel; media processing (TTS/STT/images/montage) is under development.

TradingView MCP Jackson

Enables Claude to control TradingView Desktop for automated morning briefs, chart analysis, Pine Script development, and session management via MCP tools.

D365 F&O MCP Server

Enables AI-assisted X++ development for Dynamics 365 Finance and Operations by pre-indexing the entire codebase and providing 54 specialized tools for metadata lookup, code generation, and best practice validation.