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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Amadeus

6

MCP (Model Context Protocol) Server. Integrates with Amadeus API to enable flight searches, price analysis, and multi-city trip planning with built-in caching for rate limit handling

5 tools

research-agent-mcp-0.36-pro-preview-06-01

6

Obsidian

6

MCP (Model Context Protocol) Server. Lightweight server for reading, modifying, searching, and navigating Obsidian notes through the Obsidian Local REST API, enabling granular content manipulation across Markdown files.

8 tools

mcpshim

6

Fusion360 MCP Server

6

Connects AI coding agents to Autodesk Fusion 360 for CAD automation, enabling natural language control over sketching, 3D modeling, and CAM operations. It uses a Python-based bridge and a custom add-in to execute over 80 tools ranging from simple geometry creation to complex assembly and parameter management.

flyto-core

6

Secure execution engine for AI agents. 300+ modules, SSRF protection, secrets proxy.

Onec Platform Help MCP Server

6

Provides a RAG-based search system for 1C:Enterprise platform documentation using hybrid BM25 and semantic search across multiple versions. It enables developers to retrieve API signatures, methods, and usage examples directly within IDEs or through a REST API.

DeepWriter

6

MCP (Model Context Protocol) Server. Integrates with DeepWriter API to enable managing writing projects through six core tools for listing, creating, updating, deleting, retrieving details, and generating content.

6 tools

SEO Inspector

6

MCP (Model Context Protocol) Server. Automates web page SEO analysis by scanning HTML files and websites to identify critical optimization issues like missing titles, meta descriptions, and heading structures using Node.js and Cheerio.

2 tools

llm-bridge-mcp

6

A model-agnostic Message Control Protocol (MCP) server that enables seamless integration with various Large Language Models (LLMs) like GPT, DeepSeek, Claude, and more.

1 tool

brainbox

Failed
6

Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves tokens.

aiquila

6

Connect Claude AI to your Nextcloud via the Model Context Protocol. Browse, search, and manage files through natural conversation.

mcp-status-observer

6

A comprehensive Model Context Protocol server that monitors the real-time operational status and incident history of 22 major digital platforms, AI providers, and cloud services.

1 tool

Anki MCP Server

6

A comprehensive MCP server for managing Anki flashcards, supporting bulk note operations, media management, and AI-powered audio generation via Google Cloud TTS.

14 tools

Image Analysis (GPT-4 Vision)

6

MCP (Model Context Protocol) Server. Enables image analysis using GPT-4-turbo's vision capabilities for extracting information, generating descriptions, and answering questions about visual content

2 tools

Liara MCP Server

6

A comprehensive MCP server for managing the Liara cloud platform, enabling AI assistants to deploy apps, manage databases, configure DNS, and control virtual machines through natural language.

106 tools

mcp-vmanomaly

6

MCP Server for vmanomaly - VictoriaMetrics anomaly detection

AutoMac MCP

6

A toolset for macOS desktop automation that gives AI assistants full UI control via native accessibility APIs, OCR-based screen comprehension, and peripheral emulation.

40 tools

Discourse

6

An MCP server to search Discourse posts on a Discourse forum.

1 tool

review-flow

6

Automated AI code reviews powered by Claude Code — webhook-driven, real-time dashboard, MCP integration, smart queue with deduplication, multi-agent audits, and iterative follow-up reviews for GitLab MRs and GitHub PRs

agentziwei

6

紫微AI,是一个紫微斗数解盘AI应用。Ziwei AI is an AI application for Ziwei Doushu chart interpretation.紫微AIは、紫微斗数のチャート解読のためのAIアプリケーションです。

Deephaven MCP

5

A powerful real-time data integration that connects AI assistants to Deephaven live dataframes, enabling streaming data analysis, remote script execution, and multi-environment management for both Community and Enterprise deployments.

19 tools

Unreal Engine Knowledge Graph MCP Server

5

A Neo4j-powered knowledge graph server for Unreal Engine documentation that enables deep relationship discovery, bilingual concept mapping, and intelligent learning path exploration.

3 tools

Brave-Gemini Research MCP Server

5

An MCP server that enables AI assistants to perform real-time web and local searches via Brave Search and conduct in-depth academic paper analysis using Google's Gemini model.

3 tools

K-Beauty

5

A specialized K-Beauty knowledge engine providing real-time web searches, AI-powered skin analysis from photos, and detailed ingredient insights for Korean skincare and cosmetics.

7 tools

Usense Chinese Company Data

5

A comprehensive MCP server providing access to Chinese corporate data via Usense APIs, including registration details, investment records, legal litigation, and intellectual property information.

9 tools

Food402

5

An MCP server that enables AI assistants to order food from TGO Yemek by browsing restaurants, managing carts, and completing checkouts. It allows users to handle address selection and order tracking directly through natural language interactions.

SamiGPT

5

A security operations MCP server that provides vendor-neutral tools for automated alert triage, SIEM investigation, EDR response, and threat intelligence enrichment across SOC workflows.

11 tools

Interactive Terminal MCP

5

A stateful terminal MCP server that enables LLMs to maintain persistent interactive sessions with shells, debuggers, and REPLs, preserving context across multiple command executions.

4 tools

laravel-ascend

5

An MCP server for automating Laravel upgrades (versions 6-11), offering breaking change detection, dependency scanning, and a curated knowledge base of migration patterns.