Discover Awesome MCP Servers

Suno MCP

Enables AI music generation through Suno, allowing users to create songs with custom lyrics or AI-generated content, wait for completion, and download MP3 files.

Leave Manager MCP Tool Server

A centralized employee leave management system that allows users to check leave balances, apply for leave, and view leave history through an OpenAPI interface.

cert-manager-mcp-server

Enables management and troubleshooting of cert-manager certificates and resources in Kubernetes, including listing, inspecting, and renewing certificates, managing issuers, and switching Kubernetes contexts.

German Family Business Knowledge Graph MCP Server

An MCP server that enables AI assistants to query and access structured knowledge about German family businesses through a Neo4j graph database, supporting complex relationship queries and semantic searches.

Asana MCP Server

Enables comprehensive Asana workspace management through natural language, supporting task tracking, project planning, team collaboration, and workflow automation across workspaces, projects, sections, and tasks.

ClawdPay MCP

Enables AI agents to securely make online purchases using Privacy.com virtual cards. It provides tools for creating single-use cards and automatically filling payment fields on web pages.

Flight Simulator MCP Server

A comprehensive airline booking operations server that enables users to search flights, create bookings, check-in, select seats, track flights, and manage loyalty programs through natural language interactions.

wpa-mcp

An MCP server that converts Windows WPR .etl performance traces into structured JSON summaries and flamegraph-ready data for LLM analysis. It bridges Windows Performance Analyzer automation with LLM reasoning capabilities for performance troubleshooting.

DataNexus MCP

Provides AI-ready access to US/UK nonprofit data and OSS vulnerability intelligence via MCP, with 10 tools and no API key required.

Django Firebase MCP

A Django app that implements Firebase Model Context Protocol server, enabling AI agents to interact with Firebase services (Authentication, Firestore Database, Cloud Storage) through a standardized protocol.

Cost Explorer MCP Server

Enables querying and analyzing AWS cost and usage data through the AWS Cost Explorer API. Supports cost comparisons, forecasting, dimension filtering, and cost change driver analysis with streamable HTTP deployment to Amazon Bedrock Agentcore Runtime.

Boilerplate MCP Server

A production-ready foundation for developing custom Model Context Protocol (MCP) servers in TypeScript with a complete layered architecture pattern. Includes a working IP geolocation example and comprehensive developer infrastructure to connect AI assistants with external APIs and data sources.

Unified Salesforce Documentation MCP Server

Enables LLMs to scrape, index, and search modern and legacy Salesforce documentation by piercing complex Shadow DOM and iframe structures. It supports hierarchical spidering of entire guides and local RAG capabilities using a SQLite database for offline querying.

GitHub Search MCP Server

Enables searching and exploring GitHub repositories with tools for cloning repos, searching code with regex, browsing directory structures, reading files, and extracting code outlines.

LandingAI ADE MCP Server

Enables extraction of text, tables, and structured data from PDFs, images, and office documents using LandingAI's Agentic Document Extraction API. Supports both direct parsing and background job processing for large files with privacy-focused processing.

Smart Shell MCP Server

Cross-platform command execution server that intelligently adapts shell commands to the operating system and detects project-specific package managers (npm/bun, pip/poetry), with runtime-editable command mappings per project.

SSH MCP Server

Enables AI assistants to securely connect to and manage remote servers via SSH, supporting command execution, file transfers via SFTP, and multi-server management with both password and SSH key authentication.

Weapon Recoil Generator (WRG)

Enables FPS game developers to generate and visualize weapon recoil patterns for machine guns, pistols, and shotguns via API calls. It provides tools for both recoil trajectory data generation and 2D scatter plot visualization to streamline game balancing.

mma-mcp

An MCP server that connects AI assistants to a local Wolfram Engine, enabling symbolic math, numerical analysis, and data visualization through Wolfram Language. It provides secure expression filtering, client authentication, and supports both local stdio and HTTP transports.

HOPX MCP Server

Enables AI assistants to execute Python, JavaScript, Bash, and Go code in blazing-fast (~0.1ms startup), isolated cloud containers with secure, ephemeral environments that auto-destroy after use.

MCP PyBoy Emulator Server

A Model Context Protocol server that allows LLMs to interact with Game Boy games through PyBoy emulation, providing capabilities to load ROMs, control games, capture screens, save/load states, and maintain game knowledge.

NyxID

Agent Connectivity Gateway — turn any authenticated API into an MCP Server. Self-hosted reverse proxy with OAuth 2.0/OIDC credential injection, per-agent isolation, NAT traversal for localhost services, and REST-to-MCP auto-wrap from OpenAPI specs. Works with Claude Code, Cursor, Codex. Rust.

Remote MCP Server

Allows deployment of a Model Context Protocol server on Cloudflare Workers without authentication, enabling AI models to access custom tools through a standardized interface.

Cloud Tool Results API MCP Server

An MCP Server that provides access to Google's Cloud Tool Results API, enabling applications to programmatically interact with test results from Firebase Test Lab and mobile app testing through natural language.

ML Research MCP

Provides machine learning researchers with tools for creating publication-quality scientific visualizations, statistical plots, and 2D data representations. It streamlines the research workflow by enabling AI assistants to generate complex figures from CSV, JSON, or direct data inputs.

Shinkuro

Enables loading and serving markdown files as prompts from local folders or GitHub repositories. Supports automatic repository synchronization and YAML frontmatter for prompt metadata.

MCP Apps Server

An MCP server template for building ChatGPT-compatible React widgets using the OpenAI Apps SDK. It automatically registers UI components as MCP tools and resources, featuring built-in support for theme detection and ecommerce-focused interactive elements.

teslamate-mcp

A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.

mnemo-mcp

Persistent AI memory with SQLite hybrid search (FTS5 + semantic), built-in Qwen3 embedding, and rclone sync across machines.

docx-mcp

An MCP server for reading, editing, and validating Microsoft Word documents with specialized support for track changes, comments, and footnotes. It enables structural auditing, heading extraction, and precise OOXML-level document manipulation through natural language tools.