Discover Awesome MCP Servers

PostgreSQL MCP Server

Enables natural language interaction with PostgreSQL databases through Amazon Q for querying data, listing tables, and describing schemas. It provides secure, read-only access with automatic row limits to ensure efficient database exploration.

Gamito

Enables AI agents to generate budget-disciplined, allergy-safe weekly meal plans, shopping lists, and meal swaps using a fully local deterministic engine.

Web Analysis MCP

Enables intelligent web searching using SearXNG with content crawling via Creeper, then summarizes webpage content using LLM to avoid token limit issues. Supports smart filtering with domain blacklist/whitelist and optional LLM-based relevance filtering.

Vision MCP Server

Enables screenshot capture and visual analysis using cloud or local vision models, with tools to describe screens, list windows, and analyze images.

canvas-mcp

Enables managing Canvas LMS courses, assignments, grades, modules, and more from MCP-compatible clients like Claude Desktop, Kiro, or Amazon Q Developer.

WSLSnapit-MCP

Enables AI assistants to capture screenshots and read clipboard content from Windows applications while operating within a WSL environment. It supports monitor or window-specific targeting and features intelligent image optimization for efficient data transfer.

Thingiverse MCP Server

一个模型上下文协议服务器，允许 AI 助手从 Thingiverse 搜索、探索和检索 3D 打印模型。

UAAR University MCP Server

Provides structured access to PMAS Arid Agriculture University Rawalpindi's academic resources, admissions, and student services through 53 specialized tools. AI agents can manage course information, library services, hostel details, and administrative functions using secure stdio or HTTP transports.

perplexity-user-mcp

Perplexity AI search, reasoning, research, and compute - MCP server, dashboard, and multi-IDE auto-config for VS Code.

LinkedIn MCP Server by CData

LinkedIn MCP Server by CData

business-day-mcp

MCP server for business-day arithmetic with country-aware holiday calendars. It offers tools to check, calculate, and list business days and holidays for over 60 countries.

MCP-Censys

一个模型上下文协议服务器，它支持使用自然语言查询 Censys Search API，以进行域名、IP 和 FQDN 侦察，并提供关于主机、DNS、证书和服务方面的实时信息。

Kibela MCP Server

A Model Context Protocol server that allows AI applications to interact with Kibela knowledge bases, enabling users to search, create, update, and organize content through natural language.

MariaDB / MySQL Database Access MCP Server

一个提供对 MariaDB 或 MySQL 数据库访问的 MCP 服务器。

MCP Boilerplate

A modern, lightning-fast starter template for building Model Context Protocol applications with Bun, enabling developers to create MCP servers with TypeScript support, validation, and environment configuration.

Darak MCP Server

Remote MCP server for Saudi real estate data, giving AI assistants access to 65,000+ rental and sale property listings across 5 Saudi cities with market analytics and price trends.

Browser Monitoring MCP Server

打开一个浏览器来监控和检索控制台日志和网络请求，为大型语言模型提供关于网页行为的结构化数据。

DiviDen MCP Server

Open coordination network for AI agents and their humans. 13 tools for structured coordination, job marketplace, reputation system. Dual-protocol: MCP + A2A. MIT licensed.

mcp-chembl

Enables querying ChEMBL drug discovery database for molecules, targets, activities, and drug indications. Part of Pipeworx MCP gateway.

Linera Counter MCP Server

Enables Claude to increment and query a counter deployed on the Linera blockchain via natural language, using an Apollo MCP server bridge.

onyx MCP

Local MCP server that gives AI agents 44 engine tools to build, run, and debug real 2D and 3D games through conversation.

Trading Volatility MCP

Enables AI agents to discover and retrieve options market-structure data (GEX, gamma flip levels, dealer positioning, skew, max pain, expected-move levels, options flow, and ranked trade setups) from Trading Volatility's public API via natural language.

telegram-notification-mcp

Enables sending notifications to Telegram via a bot, using only native Node.js APIs.

mcp-pandoc-ts: A Document Conversion MCP Server (TypeScript/Host Service Version)

使用本地 Pandoc 主机服务，从 Docker 环境控制主机上的 Pandoc 的 MCP-Server

CapCutAPI-Complete MCP Server

Enables video editing operations such as trimming, merging, adding audio/text/effects, and exporting via MCP protocol, leveraging CapCut core functionalities.

CoderSwap MCP Server

Enables AI agents to autonomously create and manage topic-specific vector knowledge bases with end-to-end functionality including project creation, content ingestion from URLs, semantic search, and progress tracking. Provides a complete research workflow without exposing low-level APIs.

MCP Vault

Enables AI assistants to interact with Obsidian vaults through file operations like moving/renaming files and analyzing markdown heading structures. Bridges AI assistants with Obsidian using the Local REST API plugin for seamless vault management.

CourtListener Citation Validation MCP Server

Validates legal citations against the CourtListener database to detect hallucinated citations in legal documents.

SeekChat

SeekChat 支持 MCP 工具执行，使 AI 能够直接控制您的电脑并执行各种任务。轻松实现文件管理、数据分析、代码开发等自动化，将 AI 变成真正智能的助手。

VRChat MCP

Local stdio MCP server for VRChat friends, worlds, groups, events, notifications, status, avatars, and VRCX history.