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AI & ML

Embeddings, Vector DBs, and machine learning tools

5,661 servers in this category

tableau-mcp

159

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

159

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)

159

A utility server that fetches web content and converts it to Markdown, and retrieves YouTube transcripts for context-aware conversations.

2 tools

SketchUp

158

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.

8 tools

ComfyUI

158

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

158

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

158

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.

1 tool

mcp-server-wazuh

158

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.

14 tools

Gru Sandbox

158

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

157

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.

1 tool

compliant-llm

156

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

Needs Setup
156

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.

1 tool

Packmind

154

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)

153

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.

3 tools

Claude Context Local

152

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.

2 tools

python-mcp-server-client

152

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.

1 tool

open-streetmap-mcp

151

An OpenStreetMap implementation for MCP that provides LLMs with advanced geospatial capabilities including geocoding, routing, and location-based analysis.

12 tools

Summarizer

151

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.

1 tool

Pinecone Vector DB

150

A Pinecone vector database integration for semantic search and RAG workflows, supporting automated document chunking, embedding generation, and management directly within MCP clients.

5 tools

MetaMCP

150

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

150

A lightweight web-based management tool for optimizing Claude Code and Desktop configurations by cleaning chat histories and visually managing MCP server settings.

OpenNutrition

150

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.

4 tools

tinymcp

149

A tool that bridges Model Context Protocol with the Golioth management API, allowing LLMs to control embedded devices via RPCs and LightDB State.

Discord

149

An MCP server, which connects to Discord through a bot, and provides comprehensive integration with Discord.

24 tools

web3-research-mcp

149

A specialized deep research tool for cryptocurrency that automates token analysis using data from CoinGecko, DeFiLlama, and other web sources.

7 tools

awesome-claude-dxt

148

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

148

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.

3 tools

eShopLite

147

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

146

Send DMs on Instagram via your LLM

22 tools

Make

146

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.