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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Baidu Map Search MCP Server

A Baidu Maps MCP server providing geolocation tools for address-to-coordinate conversion, IP-based positioning, and multimodal route planning (driving, transit, walking, and cycling) within China.

8 tools

Apple Tools MCP

Enables semantic search across Apple Mail, Messages, Calendar, and Contacts on macOS using natural language queries. All processing happens locally with privacy-first vector indexing for fast similarity search.

MemoVault

A personal memory system that provides AI assistants with long-term memory capabilities through semantic search and vector storage. It enables Claude Code to store, retrieve, and manage personal context and project preferences using flexible LLM backends.

Content & Image Generation MCP Server

A comprehensive MCP server for automated marketing, offering image generation via Google Imagen, video creation with Veo, and AI copywriting using Claude and Gemini, complete with cost estimation tools.

6 tools

YouTube Tools MCP Server

A comprehensive YouTube integration server that enables AI assistants to search for videos, extract multi-language transcripts, and manage a local database of video summaries.

4 tools

credential-free

An MCP server that scans code and text for 69 different types of exposed secrets, including API keys, tokens, and credentials for cloud, AI, and payment platforms.

4 tools

Terraform Plan Analyzer MCP Server

A specialized MCP server for managing Terraform infrastructure through command execution, automated plan analysis, and markdown report generation with custom filtering.

4 tools

Stealth-AntiCheat MCP

Real-time anti-cheat analysis system that monitors Discord servers for cheating code patterns using AI (GPT-4), automatically detects and analyzes suspicious code, and generates custom anti-cheat signatures with 24/7 monitoring capabilities.

DuckDB-RAG-MCP-Sample

An MCP server that enables RAG (Retrieval-Augmented Generation) on markdown documents by converting them to embedding vectors and performing vector search using DuckDB.

MCP Product Development Lifecycle Server

Enables AI agents to track and manage product development projects through structured 7-phase lifecycles with sprint tracking, role-based collaboration, and multi-project support. Provides phase management, progress tracking, and team coordination tools for complete product development workflows.

KSJ MCP Server

Converts handwritten journal photos into a searchable, AI-powered local knowledge base using Tesseract OCR. It enables users to query their notes, track insights, and export data through MCP-compatible AI assistants while maintaining complete local data privacy.

Maple

Maple is a unified MCP server for agent observability, safety control, and behavior evolution, acting as a monitoring and auditing layer for high-agency agents. It enables developers to capture session timelines, replay risky branches, detect anomalies using ML, and enforce action guardrails.

MinIO MCP Server

A Model-Context Protocol server for MinIO that enables AI models to manage object storage, allowing for bucket listing, file retrieval, and data uploads.

4 tools

Smart EHR MCP Server

A Model Context Protocol server that connects AI tools to Electronic Health Records using SMART on FHIR, allowing secure searching, querying, and analysis of patient data from compatible EHRs.

YT-NINJA

A comprehensive YouTube MCP server for AI-driven video analysis, automated transcript management, and local/browser playback control using Google Gemini AI.

14 tools

MCP Knowledge Base Server

A robust document management and semantic search server that leverages Supabase (pgvector) and OpenAI to provide AI-powered knowledge base capabilities across text, PDFs, and images.

7 tools

blogburst-mcp-server

AI content generation, repurposing, and multi-platform publishing for 9+ social platforms.

SiYuan Note MCP Server

An MCP server implementation that integrates with SiYuan Note system, enabling AI models to access and manipulate note data through comprehensive commands for notebook management, document operations, and content manipulation.

Obsidian Kanban MCP Server

A specialized MCP server for managing Obsidian Kanban boards, allowing users to programmatically list, read, create, and modify tasks and columns within an Obsidian vault.

5 tools

ElevenLabs MCP Server

A comprehensive MCP server for ElevenLabs Conversational AI, enabling management of voice agents, knowledge base indexing (RAG), and custom webhook tools.

18 tools

isis-mcp

A robust local web scraping and RAG server that provides intelligent content extraction, multi-provider search fallback, and optional LLM-based summarization via Ollama.

4 tools

Asian Financial Filings MCP Server

A specialized financial data server providing access to Japan's EDINET and South Korea's DART systems, offering deep XBRL parsing and dimensional analysis for over 7,700 companies.

19 tools

Gmail MCP Server

A Model Context Protocol server that enables Claude AI to interact with Gmail, supporting email sending, reading, searching, labeling, draft management, and batch operations through natural language commands.

MCP Unity Editor

Enables AI assistants to interact with Unity Editor through the Model Context Protocol, allowing natural language control of Unity projects including scene manipulation, GameObject creation, component updates, package management, and test execution.

MidOS - MCP Community Library

Curated knowledge API for AI agents - skill packs, semantic search, validated patterns.

Ultimate GSAP Master MCP Server

Enables AI models to generate production-ready, 60fps-optimized GSAP animation code from natural language requests. It provides expert-level tools for creating complex sequences, debugging performance issues, and setting up GSAP within modern web frameworks.

ATLAS Governance Gateway

A secure middleware that intercepts AI agent tool calls to evaluate risks and manage human-in-the-loop approvals via durable Inngest workflows. It ensures compliance with standards like the EU AI Act by pausing high-risk actions until authorized by a human reviewer.

MCP Multi-Context Hook Generator

Automatically generates typed React hooks for Next.js projects by crawling API routes, GraphQL queries, and components. Analyzes pages to suggest optimal render modes (SSR/CSR/ISR) and produces comprehensive documentation with AI-powered guidance.

Base Mini App Builder MCP Server

Enables developers to build Base mini apps from start to finish with 10 specialized tools for generating manifests, starter code, deployment guides, design guidelines, and debugging assistance. Integrates official Base documentation to streamline the complete development workflow for Base ecosystem mini applications.

USCardForum MCP Server

A comprehensive MCP server for interacting with USCardForum, allowing AI models to search credit card discussions, browse trending topics, analyze user profiles, and manage authenticated actions like bookmarks and notifications.

22 tools