Discover Awesome MCP Servers

discord-mcp

Enables managing a Discord server using natural language through AI clients like Claude, with 139 admin tools across 20 categories for roles, channels, members, messages, threads, moderation, and more.

mcp-crc

Computes CRC-32 and Adler-32 checksums for UTF-8 text. Enables error-detection checksum calculations without any keys or network.

Muapi

Access 400+ generative AI models directly from your AI assistant — generate images (FLUX, Midjourney, GPT-4o), create videos (Veo3, Kling), make music (Suno), and enhance photos, all via a single MCP server.

Pipetable

Query local CSV, Parquet, JSON and TSV files with real SQL via DuckDB. Gives your AI coding tool ground-truth data access instead of hallucinated answers.

Excel MCP Server

Enables reading and writing Excel files (text, formulas, and images on Windows) via MCP tools with pagination support.

vision-mcp-worker

MCP server deployed on Cloudflare Worker that provides AI with image understanding via the describe_image tool, plus an Apple-style model status dashboard.

Jira MCP Server

JIRAタスクをクエリするためのMCPサーバー

Nano Banana MCP Server

An MCP server for AI-powered image generation using Google Gemini models with intelligent automatic model selection, supporting multiple resolutions and aspect ratios.

yandex-metrica-mcp

MCP server for Yandex Metrica — query your web analytics in plain language from Claude, Cursor, and other AI agents. Secretless one-command login (PKCE), read-only, TypeScript.

ExcelForge

A Windows-based MCP server that enables AI assistants to manage Excel files through the desktop application, supporting workbook operations, data manipulation, and formula validation. It features robust safety tools including snapshot-based rollbacks, path restrictions, and comprehensive audit logging.

mcp-server-demo

A Node/Express + PostgreSQL MCP server that exposes database-backed tools (list_cases, get_case, add_note) to AI clients, secured with bearer-token authentication.

Ultra MCP

A Model Context Protocol server that exposes OpenAI and Gemini AI models through a single interface, allowing tools like Claude Code and Cursor to access multiple AI providers with built-in usage analytics.

fal

Enables MCP clients to run 600+ generative AI models from fal.ai, including image, video, audio, and text, with tools for synchronous and asynchronous execution, model catalog browsing, and schema inspection.

mcp-k8s

MCP k8s サーバー

MCP Server Template (Python)

A minimal MCP server template for Render with Streamable HTTP transport, bearer token authentication, and an example 'hello' tool. Enables developers to quickly scaffold and deploy their own MCP servers.

fbbp-mcp-rag-server

An MCP-compatible retrieval server that exposes your private FBBP knowledge base to agents and AI IDEs.

College Scorecard MCP Server

Search, compare, and analyze U.S. college data — costs, earnings, programs, and outcomes — via MCP.

pet-tools-mcp

Enables AI agents to code and debug Commodore PET software using the VICE emulator, with CLI and MCP tools for session control, screen reading, memory manipulation, and testing.

SupraPrompt MCP Server

Connects SupraPrompt.ai to Claude, enabling users to turn marketing briefs into structured AI briefings such as battle cards, positioning, and buyer personas.

MySQL MCP Server

An MCP server for MySQL databases that enables schema exploration, query execution, and resource access through a unified interface. It features a LangGraph-based agent that translates natural language into SQL queries with automatic error recovery and schema discovery.

ssh-remote-mcp

A secure SSH-based MCP server for diagnosing remote servers. It allows AI agents to execute read-only commands and read files automatically, while requiring user confirmation for write operations.

Analytos Brain Omnigraph MCP Server

This MCP server provides governed read access to the Analytos Brain knowledge graph, enabling content and GTM agents to retrieve approved entities and relationships with access control and citations.

Smithsonian MCP Server

Enables searching and exploring millions of items from the Smithsonian Institution's collections including artifacts, artworks, specimens, photographs, and more, using the Smithsonian Open Access API.

Godot MCP Extended

Enables AI agents to launch, edit, debug, and test Godot game projects with comprehensive scene and script manipulation tools.

my-mcp-server

A TypeScript MCP server boilerplate with example tools (calculator, greet) and resources (system info), ready for extension and integration with Cursor.

OpenRouter Image Generation MCP Server

Enables image generation via OpenRouter API, supporting models like Gemini 2.5 Flash Image Preview with options to save files locally.

MCP Playbook Server

Manages project documentation and saves conversation logs within a target project directory, providing tools for creating specs, ADRs, changelogs, runbooks, and syncing prompts/logs to GitHub repositories.

Gemini-Imagen4

Generate high-quality images from text descriptions using Google's Imagen 4.0 models with multiple quality variants, flexible aspect ratios, and local file storage.

USPTO Final Petition Decisions MCP Server

Enables high-performance access to USPTO Final Petition Decisions API with intelligent context reduction (80-99%), customizable fields, hybrid document extraction (free PyPDF2 + Mistral OCR fallback), and seamless cross-MCP integration for complete patent lifecycle analysis including prosecution history, PTAB challenges, and citation intelligence.

TNL

MCP server for TNL (Typed Natural Language): per-feature English contracts for AI coding agents. 6 tools — get_impacted_tnls, retrieve_tnl, trace, propose_tnl_diff, approve_tnl_diff, verify — let agents look up relevant contracts, propose contract edits, and verify implementations against them. Drop-in via npx typed-nl init for Claude Code, Codex, Gemini.