Discover Awesome MCP Servers

MCP RAG Server

A Machine Conversation Protocol server that enables AI agents to perform Retrieval-Augmented Generation by querying a FAISS vector database containing Sui Move language documents.

Almide MCP Server

Enables AI agents to compile, execute, and check Almide code for syntax or compilation errors. It provides tools for generating ASTs and accessing language grammar resources.

BetterMCPFileServer

Mirror of

AI Agent Marketplace Index Search

Enables searching for AI agents by keywords or categories, allowing users to discover tools like coding agents, GUI agents, or industry-specific assistants across marketplaces.

Directus MCP Server

Enables comprehensive interaction with Directus CMS including collection management, file operations, flow automation, user management, and schema analysis through natural language commands.

crypto-stocks-mcp

An MCP server that tracks real-time data for major crypto-related stocks to help AI agents analyze blockchain investment opportunities.

Fabric MCP Server

An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driven pattern execution directly within Cline tasks.

Superset MCP Server - TypeScript

Enables AI assistants to interact with Apache Superset instances programmatically, providing 45+ tools for dashboard management, chart creation, database operations, SQL execution, and complete Superset API coverage. Supports multiple transport modes including stdio, SSE, and HTTP streaming for flexible deployment options.

youtube-mcp

An MCP server that enables the extraction of transcripts and detailed metadata from YouTube videos. It allows users to retrieve video information like titles and descriptions, as well as transcripts with optional timestamps and language selection.

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.

Chimera MCP Server

A personal AI memory system that creates a cognitive hub connecting to Notion, enabling semantic search and relationship navigation of your knowledge through a graph database for AI assistants.

etcd-mcp-server

An MCP server for etcd for AI clients to interact with

Playwright MCP Server

A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages, take screenshots, generate test code, scrape web content, and execute JavaScript in a real browser environment.

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.

Sequential-Thinking

A MCP server that implements sequential thinking protocols, provides structured problem-solving methods, decomposes complex problems into manageable steps, and supports iterative optimization and alternative reasoning paths.

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.

py-mcp-qdrant-rag

Enables semantic search and retrieval-augmented generation (RAG) using Qdrant vector database. Supports indexing documents from URLs and local directories, with flexible embedding options using Ollama or OpenAI.

MCP Mistral OCR Optimized

An optimized Model Context Protocol server for document OCR processing using Mistral AI with support for high-performance batch operations and async connection pooling. It enables efficient extraction of text and tables from local files or URLs into structured markdown and HTML formats while minimizing token costs.

Zoho CRM MCP Server by CData

Zoho CRM MCP Server by CData

BinoculoMCP (WIP)

Banner grabbing with LLM (MCP Server)

Gemini Collaboration MCP Server

Enables Claude to collaborate with Gemini for code reviews, second opinions, and iterative software development. It facilitates multi-step workflows including PRD creation and code generation through an AI orchestration framework.

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.

OpenWebUI MCP Server

A bridge between LLMs and OpenWebUI workspaces that enables managing projects, notes, and knowledge bases. It supports safe project configuration updates through a propose-evaluate-apply workflow and direct file uploads to knowledge bases.

Unbundle OpenAPI Specs MCP

Unbundle OpenAPI Specs MCP

MCP Blog API

A simple blog API service built with FastMCP that allows users to fetch all blogs, search for blogs by title, and add new blog posts.

Core Content Services MCP Server

Enables AI models to interact with IBM FileNet Content Manager for document management, folder operations, metadata handling, search, and content extraction through a standardized interface.

ServiceFusion MCP Server

Enables AI agents to interact with ServiceFusion's field service management platform through standardized MCP operations. Supports complete customer and job management including creating work orders, managing customer records, and accessing service data with OAuth 2.0 authentication.

Telegram Bot MCP

Enables AI assistants to send messages and interact with Telegram chats through MCP tools, with support for user management, conversation history, and bot command handling.

RevitMCP - Revit自然语言交互

MCP Server and Plugin for Revit.