Discover Awesome MCP Servers

PostgreSQL MCP Server

Enables Claude to interact with PostgreSQL databases by executing SQL queries, exploring schemas, and monitoring database health. It provides tools for data manipulation and schema management via a secure SSE connection.

NotebookLM MCP Server

Enables AI agents like Claude and Cursor to directly query Google's NotebookLM for zero-hallucination answers based on your uploaded documents, eliminating the need for manual copy-pasting and providing expert-level synthesized responses with source citations.

Booli MCP Server

Enables AI assistants to search and analyze Swedish real estate data from Booli.se using natural language queries. Supports property searches with comprehensive filtering options and location discovery through GraphQL API integration.

Lightning Wallet MCP

Bitcoin Lightning Network Wallet for AI Agents and the Command Line.

@aria-agentworks/sales-intelligence-mcp

12 MCP tools for company research, lead scoring, outreach automation, and CRM sync — Claude, GPT, Gemini, Cursor, Windsurf.

GitHub MCP Server Extension for Zed

Zed용 GitHub MCP 서버 확장 프로그램

svelte-llm

Svelte and SvelteKit developer odcumentation

MCP Quickstart Weather Server

A basic MCP server adapted from the official quickstart guide that provides weather data functionality and works with OpenAI chat completions API. Demonstrates MCP server setup with configuration examples for Claude Desktop and development tools.

Dock AI MCP

Discover which MCP servers can interact with real-world entities like restaurants, hotels, and salons by querying the Dock AI registry using domain names.

Magento MCP Server

Enables AI assistants to manage Adobe Commerce and Magento 2 instances through business-level tools for catalog, promotions, CMS, and SEO. It features secure OAuth 1.0 authentication, safety guardrails for bulk operations, and built-in diagnostic reports for store health.

spec-score-mcp

Score your specs before an LLM builds from them. Scores on 4 axes (completeness, clarity, constraints, specificity), calculates a balance score, and returns a verdict with radar chart visualization.

BookStack MCP Server

Provides comprehensive tools for managing BookStack instances, including full CRUD operations for books, chapters, and pages. It features advanced image gallery management with URL upload support and full-text search capabilities across all content entities.

NoesisAPI

Solana on-chain intelligence API — token scans, wallet PnL, bundle detection, fresh wallets, dev profiling. MCP server for Claude, Cursor & AI agents. Live PumpFun/Raydium streams

TestRail MCP Server

MCP server for TestRail that enables AI assistants to interact with TestRail's test management platform. It can query and manage projects, test cases, runs, results, plans, milestones, and more.

Playwright MCP

Provides browser automation capabilities for LLMs using Playwright's accessibility tree instead of screenshots. It enables models to interact with web pages through fast, structured, and deterministic data snapshots.

Printer MCP Server

Provides comprehensive enterprise printer information including specifications, pricing, troubleshooting, and setup instructions for major printer brands. Enables sales teams to find and compare printers, calculate TCO, and get recommendations, while service teams can access error code resolutions and configuration guides.

ice-puzzle-mcp

An MCP server for building, validating, and publishing Ice Puzzle levels with AI assistants, featuring integrated solver feedback and quality checks. It provides over 60 tools for level design, difficulty analysis, and benchmarking AI performance on design tasks.

Dataverse MCP Server

Enables comprehensive management of Microsoft Dataverse environments, including schema operations for tables, columns, and relationships through the Dataverse Web API. It also supports solution management, security role configuration, and the generation of WebAPI calls and Mermaid ERD diagrams.

APIMesh MCP Server

23 pay-per-call web analysis APIs as MCP tools. Security audits, tech stack detection, email verification, SEO analysis, SSL checks, performance monitoring. Supports x402 and Stripe MPP payments.

Vault MCP Server

Vault용 취미 수준의 MCP 서버

Solana Trading Server

트렌딩 토큰을 보여주고 Grok, xAI 이미지 이해 및 비전 (비전 기능을 갖춘 AI로 해석), 그리고 Claude의 컴퓨터 사용 능력을 통합한 서버

Remote MCP Server on Cloudflare (Authless)

A template for deploying a Model Context Protocol server to Cloudflare Workers without requiring authentication. It enables the hosting of remote tools that can be accessed via SSE by the Cloudflare AI Playground or local clients like Claude Desktop.

zont-mcp

An MCP server that connects AI assistants to the ZONT heating system via the official REST API. It enables users to monitor device states, control heating modes, and perform diagnostics using natural language.

APLCart MCP Server

An MCP server providing access to the APLCart idiom collection with semantic search and syntax matching capabilities. It enables users to find APL expressions and idioms through natural language queries, keyword searches, and exact syntax lookups.

arch-mcp

Arch MCP provides three main capabilities: * Access to Arch Wiki, AUR packages, official repos, and installed packages * Search, analyze, and securely install packages with built-in 50+ safety checks * Guided workflows for troubleshooting, security audits, and dependency analysis

VulnMCP

An MCP server for vulnerability management that provides tools for automated severity and CWE classification using NLP models. It enables AI agents to query the Vulnerability Lookup API for detailed CVE information and search for security vulnerabilities across various sources.

Python MCP Server Template

A foundational template for building MCP servers in Python using Streamable HTTP transport. Provides example implementations of tools, resources, and prompts to help developers create custom MCP integrations for AI assistants.

Logseq MCP Server

A NestJS-based server that enables AI agents to interact with Logseq graphs through its HTTP API for managing notes, journals, and blocks. It features specialized tools for project development tracking, including progress logs, technical decisions, and workflow prompts.

m365-copilot-mcp

Integrates Microsoft 365 enterprise data into GitHub Copilot and Claude Desktop using Microsoft 365 Copilot APIs. It enables natural language queries across SharePoint, OneDrive, emails, calendars, and Teams meetings while maintaining full enterprise permission enforcement.