Discover Awesome MCP Servers

Infinigen MCP Server

Enables AI assistants to generate photorealistic 3D scenes, indoor environments, and individual 3D assets procedurally using Infinigen. Supports various export formats and computer vision annotations for generated scenes.

Nano Banana MCP

MCP server for Google Gemini image generation with configurable model support, enabling text-to-image generation, image editing, and iterative refinement.

Xdebug MCP Server

Enables AI assistants to debug PHP applications through Xdebug's DBGp protocol, providing full debugging control including breakpoints, variable inspection, stack traces, and advanced features like watch expressions and code coverage.

mcp-augment

Adds safety hooks to AI coding tools by providing enforced proxy tools (safe_write, safe_edit, safe_bash, safe_read, safe_delete) that validate operations through a configurable hook chain before execution, preventing destructive commands, file deletions, and secret exposure.

Discord Message Finder MCP

Read-only MCP server for finding Discord messages. It enables searching guild messages, locating messages from jump URLs, and reading context around results.

pantry-agent

An MCP server for grocery shopping at Kroger-owned stores, enabling product search, store finder, cart management, and more through AI assistants.

Codex Gemini MCP

A TypeScript-based MCP server that provides tools to interact with local Codex and Gemini CLIs via stdio transport. It enables users to execute prompts through the ask_codex and ask_gemini tools, supporting custom models and timeout configurations.

PsMCP - MCP Server for Photoshop

A server that allows AI tools like Claude and Cursor to automate and control Photoshop through natural language commands, enabling tasks like editing PSDs, toggling layers, and generating marketing creatives.

precis-mcp

A uniform API for agents to read, write, and search across papers, documents, code, and personal state, using PostgreSQL with pgvector for hybrid retrieval.

proxmox-mcp

Provides tools to manage Proxmox VE clusters via Claude Code, enabling listing nodes, VMs, templates, power actions, and creation of LXC containers and VMs through the Proxmox REST API.

DB MCP (HR CSV → SQLite)

This MCP server imports HR CSV data into an in-memory SQLite database to enable structured querying and metadata retrieval. It provides tools for executing read-only SQL queries and searching employee records through a standardized JSON-RPC interface.

WebScout MCP

Enables reverse engineering of web applications and chat interfaces through browser automation, network traffic capture, and streaming API discovery. Provides comprehensive tools for analyzing network patterns, capturing streaming responses, and automating complex web interactions.

memory-mcp

An MCP server that stores project memory in Supabase, allowing AI tools to persist context, notes, and decisions across sessions. Enables Claude Code, Codex, and similar assistants to maintain long-term project continuity through persistent memory storage.

struct-mcp

Transform data structure definitions into queryable MCP servers, enabling natural language queries about field meanings, data lineage, and structure.

MCP Stdio Server

A Model Context Protocol server that provides tools for mathematical calculations and directory listing, alongside prompt templates for code reviews and explanations. It enables file system access and resource reading through stdio transport.

Webpage MCP Server

Enables querying and retrieving content from webpages by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes built-in rate limiting for protection against abuse.

Astria-Index

AI memory that works like yours. Neural pathway architecture gives your AI persistent recall, contextual awareness, and cross-session continuity the way human memory actually works. 14 MCP tools. Works with Claude Code, Cursor, Windsurf, and any MCP client. $50/mo unlimited.

New Relic MCP Server

Enables AI agents to access New Relic logs and APM data through the NerdGraph API. It allows users to execute NRQL queries, retrieve application performance metrics, and analyze transaction traces using natural language.

Zoho CRM MCP Server by CData

Zoho CRM MCP Server by CData

JDBCX MCP Server

JDBCX MCP Server

algo-coach-mcp

Interactive algorithm coach MCP server that provides guided practice, local code execution, and real-world engineering case mapping for 45 algorithm topics.

BinoculoMCP (WIP)

Okay, here's the translation of "Banner grabbing with LLM (MCP Server)" into Spanish, along with some considerations to make it as accurate and useful as possible: **Option 1 (Most Direct Translation):** * **Captura de banners con LLM (Servidor MCP)** **Explanation:** * "Banner grabbing" translates directly to "Captura de banners." * "LLM" (assuming it refers to a Large Language Model) remains as "LLM" as it's an acronym. It's common to keep acronyms in their original form, especially in technical contexts. * "MCP Server" remains as "Servidor MCP" for the same reason as LLM. **Option 2 (More Descriptive, if needed):** * **Obtención de información del servidor MCP mediante la captura de banners con un LLM** **Explanation:** * This option is more verbose and explains the purpose of banner grabbing. * "Obtención de información" means "Obtaining information." * "mediante la captura de banners" means "through banner grabbing." * "con un LLM" means "with an LLM." **Considerations:** * **Context is Key:** The best translation depends on the context. If the audience is familiar with the term "banner grabbing" and the acronyms, the direct translation (Option 1) is perfectly fine. If you need to be clearer, especially for a less technical audience, Option 2 might be better. * **LLM Definition:** If you're using "LLM" for a general audience, you might want to define it the first time you use it: "Captura de banners con un modelo de lenguaje grande (LLM) - Servidor MCP." * **MCP Definition:** Same as LLM, if the audience is not familiar with MCP, you might want to define it. Therefore, I recommend **Option 1 (Captura de banners con LLM (Servidor MCP))** unless you have a specific reason to be more descriptive. If you need to be more descriptive, use **Option 2 (Obtención de información del servidor MCP mediante la captura de banners con un LLM)**. And remember to define the acronyms if your audience might not know them.

MCP-LOGO-GEN

MCP Tool Server for Logo Generation. This server provides logo generation capabilities using FAL AI, with tools for image generation, background removal, and image scaling.

GDrive MCP Server

Enables Claude to perform comprehensive read and write operations on Google Docs, Sheets, and Drive folders. It supports file management, content searching, and provides resource access via custom URI schemes for seamless project context integration.

MCP Serp

An MCP server that provides structured Google Search capabilities including web, images, news, videos, maps, and local places via the AceDataCloud SERP API. It enables AI clients to perform localized searches and retrieve detailed information from the Google Knowledge Graph.

OfficeMCP

A server that allows AI models to automate Microsoft Office applications (Word, Excel, PowerPoint, etc.) through COM interface on Windows, enabling natural language control of Office functions.

MCP ClickHouse

Enables database operations and cloud infrastructure management for ClickHouse, supporting querying databases with read-only safety controls and managing ClickHouse Cloud services through 50+ comprehensive tools.

deep-search-mcp

Performs comprehensive web searches by combining Google search with advanced content extraction using Mozilla's Readability algorithm.

MCP Dockhand

Exposes over 130 Dockhand API endpoints as tools to manage Docker infrastructure through AI assistants. It enables comprehensive control over containers, stacks, networks, and volumes across multiple environments and hosts.

sarup

Enables context compression for Claude Code with Thai language support, reducing token usage by 50-88% while preserving full recoverability of original content.