AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
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.
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.
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.
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.
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.
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.
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.
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.
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.
Comet Opik
Query and analyze your Opik logs, traces, prompts and all other telemetry data from your LLMs in natural language.
Google-Scholar
Enable AI assistants to search and access Google Scholar papers through a simple MCP interface.
R Econometrics
An R-based MCP server providing 52 statistical tools and a 429-package ecosystem for econometric analysis, machine learning, and time series forecasting. It enables researchers to perform complex statistical modeling and professional data visualization through natural language conversation.
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.
metorial-platform
Metorial Platform is an open-source integration engine that orchestrates thousands of MCP connections, allowing developers to connect AI models to APIs and data sources via a unified SDK.
Code Sandbox
A secure code execution environment that provides containerized sandboxes for running Python and JavaScript snippets safely via LLM applications.
MongoDB Lens
Full Featured MCP Server for MongoDB Databases.
HOPX
Execute Python, JavaScript, Bash, and Go code in isolated cloud containers with sub-150ms startup times. Pre-installed data science libraries (pandas, numpy, matplotlib) for AI-powered data analysis and code testing.
mcp-n8n-workflow-builder
AI-powered n8n workflow automation through natural language. MCP server enabling Claude AI & Cursor IDE to create, manage, and monitor workflows via Model Context Protocol. Multi-instance support, 17 tools, comprehensive docs. Build workflows conversationally without manual JSON editing.
ha-mcp-for-xiaozhi
A Home Assistant integration that acts as an MCP server to bridge smart home devices and existing HA function-calling APIs directly to the Xiaozhi AI official servers over WebSocket.
AI Infrastructure Agent (AWS)
An autonomous AWS infrastructure management agent that translates natural language commands into executable operations for EC2, VPC, RDS, and security groups with built-in conflict detection.
Yelp Fusion AI
A collection of specialized MCP servers providing tools for systematic thinking, Google TypeScript style analysis, and probabilistic decision-making. Each server is containerized and designed for independent deployment to enhance AI reasoning and development workflows.
Nano Agent
An MCP server that bridges OpenAI's Agent SDK with multiple LLM providers (OpenAI, Anthropic, Ollama) to execute autonomous engineering tasks with full file system access.
yt-dlp-mcp
A robust MCP server that integrates yt-dlp capabilities, allowing AI agents to search YouTube, extract video metadata, generate transcripts, and download media content across various platforms.
EasyMCP
(TypeScript)
Google Cloud Platform
A comprehensive MCP server that enables AI assistants to manage and query Google Cloud Platform resources including GKE, Cloud SQL, Billing, and Logging using natural language.
SEC EDGAR
A Model Context Protocol server that connects AI assistants to the SEC EDGAR database, providing structured access to corporate filings, financial statements, and insider trading data.