Discover Awesome MCP Servers

rules-mcp-server

MCP server providing interactive prompts for designing and reviewing microfrontend and microservice architectures, with embedded development rules and best practices.

PostgreSQL MCP Server

Enables querying PostgreSQL database metadata including table lists and schema information through the MCP protocol. Supports stdio transport for Cursor/IDE integration as well as HTTP transport with health check endpoints.

ISPW MCP Server

Enables LLMs to manage mainframe source code and deployment workflows via BMC Compuware ISPW, supporting assignment, task, release, and deployment operations.

ChatGPT MCP Server

Enables ChatGPT to perform filesystem operations, execute PowerShell commands, and manage n8n workflows on a Windows machine.

checkyourself

Local-first production-readiness MCP server for AI-built apps. It runs read-only checks, produces an evidence-based readiness score, and guides fixes before launch.

Grafana MCP Server

Enables AI assistants to interact with Grafana dashboards, datasources, alerts, incidents, and monitoring data through 43 comprehensive tools. Supports querying Prometheus metrics, Loki logs, managing incidents, and dashboard operations with full authentication support.

mcp-onedev

Interact with OneDev for CI/CD spec editing, pull request review, and issue workflow automation etc.

ContextCache MCP

A local MCP server that indexes TypeScript/JavaScript projects and returns budget-aware, dependency-optimized context packs for AI coding assistants.

elsevier-mcp

MCP server for the Elsevier Developer APIs. Gives Claude Code access to Scopus, ScienceDirect, and other Elsevier academic databases.

Apple Ads MCP

MCP server exposing the full Apple Ads (Search Ads) Campaign Management API v5 — 74 typed tools

falcon-mcp

MCP server bridging AI assistants with CrowdStrike Falcon for SOC operations, enabling natural-language triage, investigation, and response across detections, endpoints, threat intelligence, and more.

moomoo-api-mcp

Enables AI agents to access real-time market data, manage Moomoo trading accounts, and execute trades via the Moomoo platform.

StackSwap

Hosted HTTP MCP server for B2B SaaS GTM stack research. 8 read-only tools wrapping stackswap.ai: search ~400 GTM tools, find curated overlaps (104 hand-verified pairs), suggest AI-native swaps (Outreach → Smartlead, ZoomInfo → Apollo), compare vendors head-to-head, run preview spend audits, get full tool profiles, get partner recommendations with implementation hours, and pull recommended starter

Ghost MCP

An MCP server for interacting with Ghost CMS blogs through AI assistants, supporting both read-only content and full admin operations.

firewalla-mcp

Enables natural language queries to Firewalla Gold for read-only network security monitoring, including alarms, devices, traffic flows, and system status via local API.

Atlassian MCP Server

Enables AI assistants to interact with Atlassian Cloud (Jira, Confluence, Bitbucket) through natural language, providing CRUD operations for issues, pages, pull requests, and more.

Keenable MCP Server

An MCP server that enables web search and page content retrieval via the Keenable API, supporting search with filters and fetching clean markdown content from indexed URLs.

onx-mcp-server

通过构建 MCP 服务器来探索模型上下文协议。

Daiso MCP Server

Connects AI models to real-time search and inventory data for major South Korean retail chains, convenience stores, and cinemas. It enables users to check product availability at stores like Daiso and Olive Young, or view movie schedules at CGV and Megabox.

Google Workspace MCP

Enables AI assistants to securely manage Google Workspace services (Gmail, Calendar, Drive, Sheets, Contacts) with persistent multi-account OAuth. Uses OS keychain for credential storage with health monitoring and granular business rules for enterprise security.

OdooSurface MCP

Enables AI agents to interact with Odoo ERP as the authenticated user, with tools for discovery, planning, and mutations bounded by user permissions.

context-studio

MCP server for Context Studio, a file-based CMS for governed marketing documents and searchable collections, enabling retrieval and management of AI context via tools like scopes, document reads, and collection search.

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.

jira-mcp

This MCP server enables interaction with Atlassian products (Jira and Confluence), with additional tools for uploading attachments, embedding images, and commenting with images. It supports both Cloud and Server/Data Center deployments.

@playwright/mcp

MCP server for browser automation that lets LLMs interact with web pages through structured accessibility snapshots, bypassing the need for screenshots.

Data Intelligence MCP Server

Provides a modular MCP server to integrate with IBM Data Intelligence services, enabling secure interaction with data intelligence capabilities via tools and skills.

Saros MCP Server

Enables AI agents to interact with Saros DeFi through natural language, providing tools for liquidity pool management, portfolio analytics, farming positions, and swap quotes on Solana.

PRPilot MCP Agent

Analyzes GitHub Pull Requests (PRs) by querying status, CI checks, reviews, comments, and local git state, and provides next-step suggestions in Chinese.

kali-mcp

Enables AI assistants to run Kali Linux security tools in an isolated Docker container for tasks like network scanning, port checking, and service enumeration.

whisper-transcribe-mcp

MCP server for audio transcription using local faster-whisper or OpenAI Whisper API, enabling multilingual transcription with optional GPT post-processing.