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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

ArXiv MCP Server

1

Enables AI assistants to search arXiv's research repository, download papers, and access their content programmatically. Includes specialized prompts for comprehensive academic paper analysis covering methodology, results, and implications.

Kulturpool Austria

1

A specialized MCP server for searching and exploring Austrian cultural heritage collections via the Kulturpool API, featuring a progressive disclosure architecture for efficient discovery.

6 tools

Anki MCP Server

1

A comprehensive MCP server that bridges AI assistants with the Anki flashcard application. It leverages Anki-Connect to provide full control over decks, notes, card scheduling, and GUI elements, enabling automated deck creation and study management.

115 tools

ContextLattice

1

Private-by-default, local-first memory/context/task orchestrator for MCP apps and agents.

aidf

Needs Setup
1

AI-Integrated Development Framework — task runner with scope enforcement, MCP server, and structured context for AI agents

pdf-mcp

1

Production-ready MCP server for PDF processing with intelligent caching.

Baby-SkyNet

1

An autonomous memory management system for Claude AI that provides persistent, searchable storage using SQL, vector-based semantic search with ChromaDB, and knowledge graphing with Neo4j.

5 tools

Prompt Learning MCP Server

1

Provides stateful prompt optimization using research-backed techniques like APE and OPRO, learning from historical performance data via a vector database. It enables users to automatically refine prompts, retrieve high-performing examples, and track performance analytics through iterative feedback.

Obsidian

1

A bridge for Claude Code to interact with Obsidian vaults, enabling automated markdown file creation, project-specific organization, and the ability to read vault content via Obsidian URLs.

5 tools

skill-library-mcp

Validated
1

MCP server providing on-demand skill loading for AI coding assistants

3 tools

MCP Simple Server

1

A minimal reference implementation of an MCP server featuring basic math calculation tools and streamable HTTP transport support for cloud deployment.

2 tools

Google Ads MCP Server

1

A programmatic interface for managing Google Ads, enabling campaign controls, budget updates, and real-time performance analytics directly through MCP.

8 tools

Search Fusion

1

A high-availability search aggregation server that integrates multiple engines like Google, Bing, and DuckDuckGo with intelligent failover, concurrency control, and LLM-optimized content fetching.

5 tools

chart-mcp-server

1

A comprehensive data visualization server that generates 15 types of high-quality charts and diagrams including line, bar, pie, and specialized formats like mind maps and fishbone diagrams with AI-driven smart color schemes.

15 tools

Bright Data

1

The Bright Data Web MCP server provides AI agents with real-time web access, featuring bot detection bypass (Web Unlocker), browser automation via Playwright, and specialized tools for structured data extraction.

IP-Search

1

A specialized MCP server providing precise IP threat intelligence and profiling using Chaitin's global honeypot network to identify malicious behavior, ASN data, and geographical location.

1 tool

Mevzuat MCP

1

A tool for programmatic access to the Turkish Ministry of Justice Legislation Information System, allowing users to search laws, navigate article hierarchies, and retrieve content in Markdown.

3 tools

crawl4ai-rag-mcp-gemini

1

A robust MCP server for web crawling, private search, and intelligent RAG. It integrates Crawl4AI, SearXNG, and Supabase to provide AI agents with advanced content extraction, hybrid search, and knowledge graph-based code analysis.

9 tools

Guardian (OSV Security Scanner)

1

A security-focused MCP server that scans project dependencies for vulnerabilities using the OSV database, providing automated risk assessment and remediation guidance for Node.js and PHP projects.

1 tool

WebClone

1

A high-performance asynchronous website cloning engine that supports dynamic JavaScript rendering, authentication bypass, and asset archival for AI agents and developers.

5 tools

Memory Knowledge Graph

1

A high-performance Rust implementation of a persistent knowledge graph memory server using SQLite with full-text search capabilities. It provides ACID-compliant storage for entities, relations, and observations, serving as a long-term memory layer for AI agents.

9 tools

Sales Insights Agent

1

A Node.js-based MCP server that provides controlled access to sales CSV data, allowing AI agents to preview and inspect datasets for financial analysis workflows.

1 tool

GTD Project Manager

1

A robust Getting Things Done (GTD) implementation that automates task and project management through Markdown files and YAML metadata. It manages the full lifecycle of actions, projects, areas, and goals with built-in audit tools to ensure system integrity.

27 tools

Spotify Playlist

1

A specialized Spotify integration for managing playlists using natural language and advanced audio feature analysis. It features a similarity engine with eight algorithms to match tracks based on energy, tempo, mood, and genre across catalogs and personal libraries.

9 tools

Excel Read Tools

1

A specialized MCP server for read-only Excel workbook analysis, offering features like metadata extraction, range-based sheet reading, and cross-sheet text searching.

5 tools

Shopify Liquid

1

A specialized MCP server providing offline-first, searchable access to complete Shopify Liquid documentation including tags, filters, and objects. It features lightning-fast local SQLite FTS5 search to assist with Shopify theme development and template debugging.

7 tools

GTEx Portal

1

A comprehensive MCP server providing programmatic access to the Genotype-Tissue Expression (GTEx) Portal API for analyzing human gene expression, eQTL associations, and tissue-specific genomics data.

25 tools

iRacing Telemetry

1

A specialized MCP server that integrates with iRacing to provide real-time telemetry analytics, AI coaching, and car spotting for sim racers.

5 tools

Code Line Counter

1

A development tool that tracks and analyzes code volume for AI-generated snippets, providing detailed breakdowns of code, comments, and blank lines with persistent storage.

2 tools

JIRA Service Management

1

A dual-approach MCP server integrating with Atlassian JIRA to provide both standard issue management and specialized administrative operations through a containerized Python environment.