Discover Awesome MCP Servers

mem0-mcp

MCP protocol server exposing Mem0 AsyncMemory API for AI agent context retention

Generate Manual Test Cases

This MCP server provides a tool to generate manual test cases in Markdown or CSV format from documentation files and custom rules. It supports text and PDF inputs and can leverage LLM sampling to automate the creation of detailed test scenarios.

WinLog-mcp

Provides programmatic access to ingest and query Windows event logs (especially Sysmon logs), enabling security monitoring, incident response, and log analysis automation.

Data Intelligence MCP Server

Provides secure integration between MCP clients and IBM Data Intelligence services, enabling AI assistants to interact with IBM's data intelligence capabilities for data management and analytics operations.

md2card-mcp-server

Converts Markdown content into beautifully designed knowledge cards with customizable styles and sizes. Also supports fetching and converting WeChat public account articles to Markdown.

MCP Server

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mcp-national-rail

An MCP server to retrieve train schedules from National Rail using the Realtime Trains API, providing tools for live departures and arrivals.

ableton-mcp-extended

Enables natural language control of Ableton Live through Claude, including session management, track and clip creation, device parameter adjustment, and browser browsing.

zoekt-mcp

Exposes Sourcegraph Zoekt code search to MCP-capable AI agents, enabling fast, indexed regex/symbol-aware code search over repositories.

OwlPay MCP Server

Enables LLMs to search and retrieve OwlPay documentation directly through natural language queries. Accelerates system integration by providing instant access to OwlPay API documentation and guides.

Sauce Labs MCP Server

Enables AI assistants to interact with Sauce Labs testing platform through natural language, providing access to device cloud management, test job analysis, build monitoring, and testing infrastructure insights. Supports both Virtual Device Cloud (VDC) and Real Device Cloud (RDC) with comprehensive test analytics and team collaboration features.

Homelab MCP

Provides unified access to multiple homelab services including Nginx Proxy Manager, Pi-hole, Uptime Kuma, Portainer, and UPS NUT for monitoring, management, and automation through a single modular interface.

pop-pay

Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one-time flow protocol specifically designed for Agentic AI (e.g., Claude Code, OpenClaw). It enables agents to handle financial transactions safely without risking unlimited exposure of human-controlled credit cards.

1001 Albums Generator MCP

Connects the 1001 Albums Generator dataset to AI assistants, enabling natural language exploration of your listening journey, taste analysis, and group comparisons.

@linklee/mcp-server

MCP server for Linklee that enables creating short links, listing links, getting click analytics, and managing workspace tags.

Duffel MCP Server

Enables LLMs to search and book flights across 300+ airlines, manage travel orders, and search airports through the Duffel API with support for real-time pricing, multi-city trips, and flexible cabin classes.

ToolFront MCP Server

Securely connects AI agents to multiple databases simultaneously while enabling collaborative learning from team query patterns, all while keeping data private by running locally.

User Management MCP Server

A Model Context Protocol server demonstrating user management capabilities with tools for creating, retrieving, and generating random user data.

PostgreSQL MCP Server with GitHub OAuth

An MCP server that enables chatting with PostgreSQL databases using secure GitHub authentication for access control between read and write operations.

Amazon Managed Prometheus MCP Server

Enables access to Amazon Managed Prometheus workspaces through natural language queries. Supports listing workspaces, executing PromQL queries, and retrieving workspace details and metrics with AWS authentication.

Schwab MCP Server

Enables AI assistants to securely interact with Charles Schwab accounts through OAuth authentication, providing access to account balances, real-time market quotes, options chains, transaction history, order management, and comprehensive market data.

Pulsar MCP Server

Enables interaction with Apache Pulsar clusters through MCP-compatible clients, supporting publish, consume, topic management, and connector operations.

Arthor-Agent

AI agent for security teams: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base, OpenAI/Ollama. Risks, compliance gaps, remediations. MIT.

Pokémon MCP Server

Ini adalah server MCP yang memungkinkan klien untuk mengambil Data Pokemon melalui API Pokemon resmi.

Aurai Advisor (上级顾问 MCP)

An MCP server that enables local AI models to receive guidance from remote 'senior' AI providers like OpenAI, Anthropic, and Gemini to solve programming problems. It features intelligent multi-turn dialogue management, context synchronization, and automated session history tracking.

PM-MCP (Portfolio Management MCP Server)

AI-powered portfolio management and investment analysis server that enables theme-based investment research, portfolio evaluation, market data analysis, news monitoring, SEC filings retrieval, and automated report generation with Obsidian integration.

steamforecast-mcp

Model Context Protocol server for Steam Launch Forecaster, exposing calibrated revenue cones (P10–P90) and other tools to AI agents for Steam game revenue forecasting and analysis.

Adwords MCP

A joke/demo Model Context Protocol server that injects cringe-worthy advertisements into LLM responses, showcasing both how to build MCP servers and the risks of ad-injecting intermediaries.

axle-mcp

Integrates the AXLE (Axiom Lean Engine) CLI with AI assistants to provide comprehensive tools for Lean 4 proof engineering. It enables users to validate, repair, and transform Lean theorems through a remote API without requiring a local Lean installation.