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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

ASN Lookup

2

MCP (Model Context Protocol) Server. Provides network analysis tools for security professionals, enabling IP address lookups with ASN information and organization details for incident response investigations.

4 tools

Hugeicons

2

A TypeScript-based MCP server providing integrated access to the Hugeicons icon library, facilitating icon discovery, retrieval of glyph codes, and platform-specific usage guidance.

5 tools

Iconify-Icon

2

A comprehensive MCP server providing programmatic access to Iconify's database of over 200,000 open-source vector icons, featuring advanced search, icon set browsing, and framework-specific usage code generation.

4 tools

Pixiv MCP Server

2

A robust MCP server for interacting with Pixiv, enabling keyword search, ranking browsing, and authenticated user content access. It features intelligent batch downloading with automatic Ugoira-to-GIF conversion and seamless OAuth 2.0 token management.

15 tools

Ranex Framework

2

MCP (Model Context Protocol) Server. Hybrid governance framework combining Rust-based security scanning with Python application development through contract decorators, enabling automated security auditing and architectural constraint enforcement.

Lookup-Modern-Chinese-Dictionary

2

A specialized tool for looking up word definitions in modern Chinese dictionaries, providing accurate linguistic data via a standardized interface.

1 tool

Campus Assistant

2

A comprehensive campus management platform that integrates communication, grade inquiry, and memo management through a mobile-focused interface.

Package Privacy

2

An MCP server for the Package Privacy toolset that automates Android application security assessments through Maven package downloading, JADX decompilation, and rule-based privacy violation detection.

Mackerel

2

MCP (Model Context Protocol) Server. Integrates with Mackerel server monitoring platform to retrieve host information, service details, metrics, and manage monitoring configurations through natural language conversations.

Cut Copy Paste

2

A specialized MCP server for AI coding agents that provides secure, encrypted clipboard operations including line-based cut, copy, paste, and a smart undo feature that restores source files.

6 tools

LLM Responses

2

MCP (Model Context Protocol) Server. Enables multiple LLMs to share and analyze each other's responses to the same prompt, facilitating collaborative problem-solving and multi-perspective analysis through TypeScript-based response submission and retrieval tools.

2 tools

Apple Music

2

MCP (Model Context Protocol) Server. Integrates with Apple Music API to enable song searching and playback link generation for music discovery applications

2 tools

Ayga MCP Client

2

A comprehensive MCP server providing unified access to 40+ specialized parsers for AI search engines, social media scraping, translation, and web content extraction via a Redis API interface.

43 tools

preloop

2

MCP proxy & AI automation platform with a human approval layer

vector-memory-mcp

2

A local-first vector memory store that allows AI assistants to persist semantic context, decisions, and session handoffs using LanceDB and local embeddings.

7 tools

Obsidian MCP Tools

2

A comprehensive toolkit for searching and analyzing Obsidian vaults or Markdown directories, enabling AI clients to extract metadata, search full text, and perform natural language queries.

9 tools

Claude Error Collector

2

An MCP server that enables Claude to learn from user corrections by recording them as persistent rules in CLAUDE.md files. It manages project-specific or global guidelines to ensure the assistant avoids repeating the same mistakes in future sessions.

Lassare

2

Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.

Generate-Echarts

2

A comprehensive data visualization server that transforms data into interactive Apache ECharts, supporting over 15 chart types and multiple export formats including MinIO integration.

17 tools

Ghidra

2

A bridge between Ghidra and LLMs that enables autonomous reverse engineering through function decompilation, disassembly, and automated symbol management.

10 tools

Folderr

2

A specialized MCP server for interacting with Folderr Assistants, enabling users to authenticate, manage assistant lists, and engage in AI-driven conversations through the Folderr API.

4 tools

agentpay

Needs Setup
2

A wallet for your AI agent. Purchase approved items within a budget. Encrypted and local.

kawaiidra-mcp

2

Kawaiidra is a comprehensive Ghidra integration for the Model Context Protocol, enabling AI assistants to perform deep binary analysis, decompile functions, and conduct specialized security research for iOS and Android.

55 tools

Wise MCP Server

2

Provides a comprehensive interface for the Wise (formerly TransferWise) API, allowing users to manage recipients and execute international money transfers.

4 tools

ClipToWSL MCP Server

2

A specialized MCP server that bridges Windows and WSL, allowing AI agents to access Windows clipboard text and images through the Model Context Protocol.

1 tool

Treehouse Worktree

2

A Git worktree manager that allows AI agents to work on multiple branches simultaneously with built-in locking and automated merge coordination. It simplifies parallel workflows by handling isolated working directories and environment-specific setup commands.

13 tools

Wikipedia MCP Server

2

A Model Context Protocol server that enables LLMs to search for keywords and fetch full page content from Wikipedia across multiple languages.

2 tools

FOFA Quake Hunter MCP Server

2

An MCP server that enables AI models to query FOFA, 360 Quake, and Hunter cyberspace mapping platforms for asset discovery and security research. It supports natural language parameter configuration and provides comprehensive search tools for retrieving IP, port, and domain data.

GoHighLevel MCP Server

2

Provides AI models with direct access to over 461 GoHighLevel CRM tools for managing contacts, sales opportunities, and automated messaging through natural language. It enables comprehensive automation of CRM operations including appointment scheduling, payment processing, and lead management.

Obsidian MCP Server Plugin

2

The Obsidian MCP Server Plugin converts your local Obsidian vault into an MCP server, enabling AI tools to read, search, and write to your notes with secure folder-level access control.