AI & ML
Embeddings, Vector DBs, and machine learning tools
5,471 servers in this category
composer-trade-mcp
A professional trading MCP server that enables LLMs to create, backtest, and manage automated investment strategies (symphonies) directly through Composer's platform.
multimodal-mcp-client
A Multi-modal MCP client for voice powered agentic workflows
penpot-mcp
A Model Context Protocol server that enables AI assistants to interact with Penpot design files, allowing for automated design analysis, component management, and export workflows.
Mindmap
- A server that generates mindmaps from input containing markdown code.
Sora
A comprehensive MCP server for OpenAI's Sora 2 API, enabling seamless video generation, remixing, status tracking, and automated downloading directly within AI clients.
Smart Tree
A high-performance Rust-based file system analysis tool that provides AI-optimized directory visualization, quantum compression, and persistent memory anchoring for large codebases.
Notion Todo
MCP (Model Context Protocol) Server. MCP server that enables AI assistants to manage a minimalist Notion todo list through a simple API interface.
Remote-MCP
A type-safe bridge for the Model Context Protocol that enables remote access and centralized management of MCP servers via tRPC.
LangChain Integration
A tool adapter that enables LangChain-powered applications to consume tools, resources, and prompts from any Model Context Protocol server. It acts as a bridge, converting MCP server capabilities into LangChain-compatible tool formats.
everart
An MCP server that integrates with EverArt's API to generate high-quality images using various AI models directly from Claude Desktop or VS Code.
brave-search
A robust MCP server that integrates Brave Search API to provide powerful web and local search capabilities with features like pagination, flatness control, and business discovery.
aws-kb-retrieval
An MCP server that enables Retrieval-Augmented Generation (RAG) by fetching context from AWS Knowledge Bases via the Bedrock Agent Runtime.
BaseLayer
A React component library server that provides accessible, multi-part UI components built on React Aria and Tailwind CSS for modern development and AI workflows.
TickTick
A comprehensive MCP server for TickTick and Dida365 that allows users to manage tasks, projects, and deadlines using natural language via OAuth2 authentication.
anki-mcp-server
A Model Context Protocol server that allows AI models to manage Anki flashcards, decks, and note types through the AnkiConnect API. It enables automated card creation, note searching, and deck management directly from the LLM interface.
SEO MCP
A free SEO tool MCP (Model Control Protocol) service based on Ahrefs data. Includes features such as backlinks, keyword ideas, and more. by claudemcp.
Snowflake
Open-source MCP server for Snowflake from official Snowflake-Labs supports prompting Cortex Agents, querying structured & unstructured data, object management, SQL execution, semantic view querying, and more. RBAC, fine-grained CRUD controls, and all authentication methods supported.
zotero-mcp
A Zotero plugin and MCP server integration that enables AI assistants to search literature libraries, manage metadata, and analyze PDF full-texts directly from Zotero.
Proxmox
A Python-based MCP server for managing Proxmox virtualization environments, enabling control over nodes, virtual machines, storage, and cluster resources via the Proxmox API.
Deep Research
MCP (Model Context Protocol) Server. Guides structured research processes through systematic question elaboration, web searching, and data synthesis to produce well-cited, properly formatted reports for educational and professional contexts.
MasterGo
The server designed to connect MasterGo design tools with AI models. It enables AI models to directly retrieve DSL data from MasterGo design files.
Google Search
A powerful research automation server that combines Google Custom Search with intelligent source ranking, webpage extraction, and AI-powered synthesis to deliver high-quality research reports.
unsplash-mcp-server
A Model Context Protocol server that facilitates seamless integration with Unsplash, allowing users to search and retrieve high-quality professional images using keywords and filters.
Apify RAG Web Browser
A specialized MCP server that integrates with Apify's RAG Web Browser Actor to provide LLMs with real-time web search capabilities and Markdown-formatted page content extraction.
Google Docs
A comprehensive MCP server enabling AI to read, write, and format Google Docs, manage Google Sheets data, and perform full Google Drive file and folder operations.
BifrostMCP
A VSCode extension that exposes native IDE language server capabilities like find usages, rename, and symbol search to AI coding assistants via the Model Context Protocol.
Comet Opik
Query and analyze your Opik logs, traces, prompts and all other telemetry data from your LLMs in natural language.
Code Sandbox
A secure code execution environment that provides containerized sandboxes for running Python and JavaScript snippets safely via LLM applications.
Google-Scholar
Enable AI assistants to search and access Google Scholar papers through a simple MCP interface.
Phone MCP
📱 A powerful plugin that lets you control your Android phone. Enables AI agents to perform complex tasks like automatically playing music based on weather or making calls and sending texts.