AI & ML
Embeddings, Vector DBs, and machine learning tools
5,661 servers in this category
tableau-mcp
The official Tableau MCP server provides developer primitives to build AI applications that integrate with Tableau Cloud and Server, enabling features like data querying, content exploration, and view retrieval.
Svelte Documentation
A specialized MCP server that provides access to Svelte 5 and SvelteKit documentation, featuring live syncing from official sources to provide both raw and AI-optimized content.
Fetch (Web Content & YouTube Transcripts)
A utility server that fetches web content and converts it to Markdown, and retrieves YouTube transcripts for context-aware conversations.
SketchUp
MCP (Model Context Protocol) Server. Integrates with Sketchup to enable AI-assisted 3D modeling through bidirectional communication, allowing creation, modification, and transformation of components directly within the modeling environment.
ComfyUI
A lightweight MCP server that integrates ComfyUI with AI agents for programmatic image generation via WebSockets, supporting custom workflows and dynamic parameters like prompts and dimensions.
Glean Remote MCP Server
A remote MCP server that provides secure, real-time access to Glean Enterprise Knowledge, allowing AI agents to search company documents, find experts, and interact with organizational data.
markmap-mcp-server
A specialized MCP server that converts Markdown text into interactive mind maps with support for multi-format image exports (PNG, JPG, SVG) and browser previews.
mcp-server-wazuh
A Rust-based MCP server that connects Claude and other AI assistants to Wazuh SIEM, enabling natural language querying of security alerts, agent health, vulnerabilities, and system configurations.
Gru Sandbox
A tool for AI agents (like Claude Code and Cursor) to control computer and mobile environments, specifically enabling local or cloud-based Android and desktop automation.
spotinfo
A tool that exposes AWS EC2 Spot Instance data via the Model Context Protocol, allowing AI assistants to query real-time placement scores, pricing, and interruption rates.
compliant-llm
A comprehensive security and compliance toolkit for AI agents and MCP servers, enabling automated jailbreak testing, prompt injection analysis, and compliance auditing against NIST, HIPAA, and GDPR frameworks.
@toolsdk.ai/registry
A robust enterprise-grade registry and gateway for the Model Context Protocol that provides a unified infrastructure to discover, secure, and execute over 4500 MCP tools via a standardized HTTP API.
Packmind
Packmind centralizes engineering playbooks, coding standards, and best practices into a single source of truth that can be synced across multiple AI coding agents like Copilot, Claude, and Cursor.
Find Flights (Duffel)
A travel planning MCP server that integrates with the Duffel API to search for one-way, round-trip, and multi-city flights with real-time fare comparison and flexible date searches.
Claude Context Local
A privacy-focused local semantic code search server that uses EmbeddingGemma and FAISS to provide intelligent code exploration and retrieval without cloud-based API costs.
python-mcp-server-client
A documentation retrieval server that allows AI agents to search and extract content from mainstream developer framework docs like LangChain, LlamaIndex, and AutoGen using Google Serper search.
open-streetmap-mcp
An OpenStreetMap implementation for MCP that provides LLMs with advanced geospatial capabilities including geocoding, routing, and location-based analysis.
Summarizer
A content summarization server powered by Google's Gemini 1.5 Pro and 3MinTop that can process web pages, PDFs, EPUBs, and plain text. It helps users quickly understand complex materials through customizable, multi-language summaries.
Pinecone Vector DB
A Pinecone vector database integration for semantic search and RAG workflows, supporting automated document chunking, embedding generation, and management directly within MCP clients.
MetaMCP
A tool-aggregation proxy server that centralizes multiple MCP servers into a single endpoint, featuring secure API key management and namespace isolation.
claude-config-editor
A lightweight web-based management tool for optimizing Claude Code and Desktop configurations by cleaning chat histories and visually managing MCP server settings.
OpenNutrition
A comprehensive MCP server providing local access to a database of 300,000+ food items for nutritional analysis and barcode lookups. It integrates authoritative public sources like the USDA to assist with recipe analysis, dietary planning, and obtaining detailed macronutrient data.
tinymcp
A tool that bridges Model Context Protocol with the Golioth management API, allowing LLMs to control embedded devices via RPCs and LightDB State.
Discord
An MCP server, which connects to Discord through a bot, and provides comprehensive integration with Discord.
web3-research-mcp
A specialized deep research tool for cryptocurrency that automates token analysis using data from CoinGecko, DeFiLlama, and other web sources.
awesome-claude-dxt
This is a comprehensive curated directory of Model Context Protocol (MCP) servers and Desktop Extensions (DXT) for Claude and other AI assistants, covering categories from development tools to finance.
Simple PubMed
A specialized MCP server for accessing the PubMed medical research database, enabling AI assistants to search biomedical literature, retrieve abstracts, and download open-access full-text articles via the Entrez API.
eShopLite
A comprehensive reference implementation of an eCommerce platform using .NET Aspire, featuring MCP server/client integration, semantic search, and reasoning models like DeepSeek-R1.
Instagram DM
Send DMs on Instagram via your LLM
Make
A Model Context Protocol server that dynamically turns Make scenarios into tools by connecting to your Make account and identifying scenarios with 'On-Demand' scheduling.