Discover Awesome MCP Servers

MCP Reddit Server

Enables AI assistants to interact with Reddit by searching subreddits, retrieving hot posts, and fetching detailed post information with comments through the Reddit API.

Stock MCP Server

一个使用模型上下文协议 (MCP) 的实时股票报价 MCP 服务器。

SBA MCP Server

Provides access to SBA small business size standards and SBIR/STTR federal R\&D funding data. It enables users to look up NAICS thresholds, verify business eligibility, and search for specific firms or award records across various federal agencies.

imessage-mcp

A read-only MCP server for macOS that enables users to search through iMessage history and analyze conversation patterns using AI-powered tools. It provides detailed statistics on messaging habits, streaks, and contact analytics while keeping all data private and local.

MCP Codebase Index

Enables semantic search across your codebase using Google's Gemini embeddings and Qdrant Cloud vector storage. Supports 15+ programming languages with smart code chunking and real-time file change monitoring.

QMT-MCP-Server

镜子 (jìng zi)

MCP Web Extractor

使用 Readability.js 提取网页内容的 MCP 服务器。

MCP Meeting Summary System

An AI-powered meeting assistant that combines FastAPI backend with React frontend to generate high-quality meeting summaries and provide Q&A functionality using OpenAI and Selenium.

TG_MCP

A lightweight Python interface that exposes TigerGraph database operations as structured tools and URI-based resources for Claude and other MCP agents.

MCP Emulator Controller

Enables control of Android emulators (MumuEmulator or ADB-connected devices) through natural language, supporting app management, screen interactions (tap/swipe), screenshots, and device information retrieval.

Trello MCP Server

Enables AI assistants and automation tools to interact with Trello boards, lists, and cards through a standardized interface. Supports creating, moving, archiving cards, adding comments, managing labels, and performing batch operations across Trello workspaces.

JetsonMCP

Connects AI assistants to NVIDIA Jetson Nano systems for edge computing management, enabling natural language control of AI workloads, hardware optimization, and system administration tasks.

MCPGex

Enables LLMs to systematically develop and validate regex patterns by defining test cases with expected matches, testing patterns against them, and iteratively refining until all requirements are satisfied.

Valkey MCP Task Management Server

Enables AI agents to create, manage, and track tasks within plans using Valkey as the persistence layer. Supports plan and task management with Markdown notes, status tracking, and prioritization through multiple transport protocols (SSE, Streamable HTTP, STDIO).

Persistent Shell MCP

Enables AI assistants to execute shell commands and manage long-running processes within persistent tmux sessions across isolated workspaces. It features a dual-window architecture to separate raw command execution from interactive terminal output.

ZBD MCP Server

A server that adds Bitcoin payment capabilities to LLMs, enabling sending/receiving payments, creating charges, managing wallets, and performing other Bitcoin Lightning Network operations.

Stellar MCP

Enables interaction with Stellar Classic and Soroban smart contracts, allowing users to manage accounts, process payments, and handle asset operations. It provides comprehensive tools for building, deploying, and retrieving the interfaces of smart contracts on the Stellar network.

Decodo MCP Server

Enables web scraping and data extraction from websites with geographic flexibility, privacy features, and anti-detection capabilities. Supports scraping general websites, Google Search, Amazon Search, and Reddit with customizable parameters for rendering, geolocation, and locale.

Recash1 MCP Server

Enables access to the Recash1 API for searching and retrieving product information from a database, including filtering products and getting all products with their codes.

PostgreSQL MCP Server

一个模型上下文协议（Model Context Protocol）服务器，提供对 PostgreSQL 数据库的只读访问，使大型语言模型（LLMs）能够检查数据库模式并执行只读查询。

MCP-RAG

An MCP-compatible system that handles large files (up to 200MB) with intelligent chunking and multi-format document support for advanced retrieval-augmented generation.

TradesPro

TradesPro is an open source MCP server that gives AI assistants structured knowledge of the skilled trades: electrical (NEC 2023), plumbing (UPC 2024), and HVAC (IRC Mechanical).

MCPDemo - Visual SQL Chat Platform

An AI-driven data visualization and SQL chat platform that enables natural language to SQL conversion, interactive chart generation, and database querying through a comprehensive MCP interface. Supports multiple databases, intelligent chart recommendations, and secure data management with temporary link sharing.

Planning Data GOV.UK MCP Server

Auto-generated Model Context Protocol server that provides an interface to the planning.data.gov.uk API, allowing users to interact with UK planning data resources through natural language commands.

Firefly III MCP Server

Enables AI tools to interact with Firefly III personal finance management instances through a cloud-deployed MCP server. Supports financial operations like account management, transactions, budgeting, and reporting with configurable tool presets.

Figma MCP Server

Enables interaction with Figma files through tools that list projects/files, fetch design data, and generate React+Vite frontend code directly from Figma frames.

Nano Banana

Enables image generation using Google Gemini models like Gemini 2.0 Flash and Imagen 3.0 with support for custom aspect ratios and negative prompts. It also allows users to list and manage generated images stored in local directories.

Time MCP Server

Enables LLMs to retrieve current time information for specific IANA timezones or the local system timezone. It provides accurate ISO 8601 timestamps and detects daylight saving time status for requested locations.

S2T Accelerators

36 enterprise MCP tools for AWS security, infrastructure generation, AI workflows, and agent governance. IAM validation, MFA compliance, CloudFormation/SAM generation, DynamoDB design, OAuth validation, vector embeddings, error analysis, data lake readiness, 12 ACI governance tools for AI agent safety, and 4 local interview tools.