AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Cursor Background Composer
An MCP server that provides programmatic access to Cursor's Background Composer, allowing AI assistants to create, monitor, and manage automated background coding tasks and user settings.
A2A Bridge
MCP (Model Context Protocol) Server. Bridges Claude Desktop with A2A protocol agents, enabling seamless communication and extending capabilities through agent registration, listing, and calling tools.
Google Cloud Platform
A Google Cloud Platform MCP server that enables natural language management of cloud resources including compute, storage, networking, and databases through automated OAuth authentication.
SharePoint
MCP (Model Context Protocol) Server. Integrates with SharePoint through Microsoft Graph API to enable direct access, search, and analysis of organizational documents, folders, and sites without leaving your assistant interface.
Google Search (via Chrome)
A Chrome browser automation MCP server for macOS that performs Google searches and extracts webpage content using AppleScript, allowing access to authenticated web content through the user's active browser session.
Obsidian Omnisearch
Provides a search interface for Obsidian vaults by integrating the Omnisearch plugin with MCP, allowing programmatic retrieval of note paths based on search queries.
Trino (SQL Query Engine)
A comprehensive MCP server for interacting with Trino and Iceberg, supporting SQL execution, detailed catalog exploration, and advanced Iceberg table optimization and metadata inspection.
Fetch Browser
MCP (Model Context Protocol) Server. Fetch Browser enables headless web content retrieval and Google searching without API keys, supporting multiple output formats for web scraping and content analysis tasks.
sayou
Persistent knowledge workspace for AI agents. Versioned files, search, and MCP tools.
Bitrix24 MCP Server
A comprehensive MCP server for Bitrix24 CRM that enables AI agents to manage contacts, deals, tasks, and leads while providing advanced sales team performance monitoring and analytics.
excel-mcp
A conversational data analysis MCP server that integrates HyperFormula for Excel-compatible calculations, AI-powered natural language queries, and efficient bulk processing of large CSV and Excel files.
Onyx Knowledge Base
Bridges Onyx AI knowledge bases with MCP clients to provide semantic search, contextual document retrieval, and RAG-powered chat capabilities.
Postmark
Integrates with Postmark to provide AI-driven email delivery, template management, and performance tracking directly through the Model Context Protocol.
mcp_generate_images
A specialized MCP server that integrates ByteDance's Doubao image generation model (via Volcengine) to provide high-quality text-to-image capabilities with customizable aspect ratios directly within Cursor.
Generate Custom MCPs
A specialized MCP server designed to programmatically generate and manage other MCP servers, automating the setup of directories and files for custom AI tool integrations.
Qdrant Knowledge Graph
A knowledge graph implementation that combines structured entity-relation mapping with semantic vector search powered by Qdrant and OpenAI embeddings.
Limitless Lifelog
MCP (Model Context Protocol) Server. Enables AI access to personal lifelogs recorded via the Limitless Pendant, providing tools for retrieving, listing, and searching recordings to extract summaries, action items, and key topics.
Sentry
A Model Context Protocol server that integrates with Sentry.io to retrieve error reports, analyze stacktraces, and list project issues directly within AI workflows.
Claude-Code-MCP-Manager
A comprehensive tool to manage Model Context Protocol (MCP) configurations for Claude code
flowengine-n8n-workflow-builder
A sophisticated workflow generation engine for n8n that converts natural language into validated, production-ready workflow JSON with a 13-point validation check and security scanning.
Fal MCP Server
Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude
apifox-mcp
Apifox MCP 服务器 - 让 Claude 等 AI 助手通过自然语言管理你的 Apifox 项目,轻松创建、更新和审计 API 接口
Cloudflare Workers
MCP (Model Context Protocol) Server. Cloudflare Workers-based MCP implementation enables AI assistants to execute custom serverless logic at the edge.
LinkedIn MCP Runner
A specialized MCP server that connects Claude and ChatGPT to your LinkedIn profile, allowing AI assistants to analyze past post performance and generate new content in your specific tone of voice.
Excel MCP Server
A comprehensive MCP server for manipulating Excel files without requiring Microsoft Excel installed. It enables AI assistants to create workbooks, manage sheets, generate charts, build dashboards, and handle data imports/exports across multiple platforms.
Filesystem
MCP (Model Context Protocol) Server. Provides a filesystem and web access server that enables interaction with local files and web resources through standardized tools, supporting operations like reading, writing, searching, and editing files, as well as fetching web page content with robust error handling.
code-context-provider-mcp
MCP server that provides code context and analysis for AI assistants. Extracts directory structure and code symbols using WebAssembly Tree-sitter parsers without Native Dependencies.
Create Server Scaffold
A specialized MCP server designed to automate the scaffolding and setup of new Model Context Protocol servers using standardized templates.
SendGrid
MCP (Model Context Protocol) Server. Integrates with SendGrid's Marketing API to enable email campaign management, contact list operations, and analytics for automated marketing workflows.
Apple Shortcuts
MCP (Model Context Protocol) Server. Enables AI to list, view, and run Apple Shortcuts on macOS through direct integration with the system's command-line utility for automating tasks via natural language