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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

BICScan

14

A blockchain security MCP server that provides risk scoring and asset holding analysis for EVM addresses, domain names, and dApps using the BICScan API.

ADB MCP Server

14

A robust MCP server for bridging Android Debug Bridge (ADB) with AI clients, allowing natural language control over Android device management, package operations, and file transfer.

12 tools

Metabase MCP Server

14

A comprehensive MCP server that bridges Metabase with AI assistants, enabling natural language interactions for dashboard creation, SQL execution, database management, and business intelligence reporting.

30 tools

AI Cognitive Nexus

14

AI Cognitive Nexus is a sophisticated multi-agent orchestration framework that enables users to create hierarchical AI teams, manage persistent sessions, and inject specialized domain knowledge into complex collaborative workflows.

22 tools

D&D 5E MCP Server

14

A comprehensive MCP server providing programmatic access to Dungeons & Dragons 5th Edition data via the Open5e API. It features tools for searching spells, monsters, and classes, as well as advanced utilities for building balanced encounters and generating optimized character builds.

32 tools

Amazon Ads

14

A comprehensive MCP server for managing Amazon Advertising operations, enabling AI-powered control over campaigns, reporting, DSP, and Amazon Marketing Cloud workflows across all global regions.

21 tools

ArchiMate MCP Server

14

A specialized MCP server for generating ArchiMate 3.2 compliant enterprise architecture diagrams using PlantUML, featuring automatic validation and multi-format exports.

2 tools

bloodyAD

14

A specialized MCP server wrapping the bloodyAD tool to provide comprehensive Active Directory enumeration, penetration testing, and object manipulation capabilities through LLMs.

30 tools

Juspay MCP Tools

14

A comprehensive MCP server enabling AI agents to manage Juspay payment operations and merchant dashboard features, including order processing, refunds, customer management, and financial reporting.

46 tools

Web Search

14

MCP (Model Context Protocol) Server. Provides web search capabilities through Bing and WeChat search engines plus URL content extraction, using browser impersonation and markdown conversion for research tasks and content analysis across general web and Chinese social media platforms.

ChatBI

14

ChatBI is a conversational data analysis server that transforms CSV and Excel files into insights by generating and executing Python code via LLMs, featuring automatic error correction and visualization.

SearXNG MCP Server

14

A privacy-respecting search server that integrates SearXNG with AI agents, allowing for advanced web searches across multiple engines and categories without tracking.

1 tool

mnemex

14

A temporal memory system for AI that mimics human forgetting curves, featuring automatic entity extraction, reinforcement through use, and a two-layer storage architecture (STM and LTM).

14 tools

MCP Integration Suite Server

14

A comprehensive MCP server for SAP Integration Suite that enables managing Cloud Integration artifacts and Trading Partner Management (TPM) content. It allows AI models to design, deploy, and monitor integration flows, message mappings, and B2B trading relationships through detailed API interactions.

75 tools

herald

14

Stop copy-pasting between Claude Chat and Claude Code.

Heimdall

14

MCP (Model Context Protocol) Server. Manage your agent tools and MCP server configs with ease.

Farnsworth

14

Farnsworth gives Claude persistent memory and autonomous agent capabilities. It runs locally and provides Hierarchical Memory (Working -> Episodic -> Archival), a Multi-Model Swarm (combining Ollama models for better reasoning), and specialized agents for Web Browsing, Vision (CLIP), and Voice (Whis

ahk-mcp

14

AutoHotkey v2 MCP Server with prompts, tool chains, debugging, and code execution.

Screenshot Capture

14

MCP (Model Context Protocol) Server. Enables AI to capture screenshots of computer screens for analyzing visual interfaces, debugging, or assisting with web development tasks without manual image uploads.

MSSQL

14

MCP (Model Context Protocol) Server. Enables secure AI-driven interactions with Microsoft SQL Server databases for automated data analysis, dynamic reporting, and intelligent database management.

1 tool

n8n Assistant

14

MCP (Model Context Protocol) Server. Enables searching and retrieving n8n documentation, example workflows, and community forum content through a single tool that fetches relevant information with source URLs.

1 tool

Brave Search

14

MCP (Model Context Protocol) Server. Integrates with Brave Search API to enable web searches and local business lookups via natural language queries.

2 tools

IBM AS/400 iSeries

14

A specialized MCP server that enables AI models to interact with legacy IBM AS/400 and iSeries systems via TN5250, TN3270, and VT420 protocols using YAML-defined screen navigation flows.

1 tool

Ethereum Blockchain Tools

14

MCP (Model Context Protocol) Server. Integrates with Ethereum blockchain networks to provide smart contract auditing, wallet analysis, token balance checking, and profitability tracking using Web3.js, Moralis, and Etherscan APIs.

11 tools

Xiaohongshu

14

A web automation-based MCP server that searches Xiaohongshu (Red Note) to extract rich content data, including notes, author details, engagement metrics, and images.

SCMCP

14

An MCP server for single-cell transcriptomics (scRNA-Seq) analysis that provides both a stable tool-based mode for standard workflows and a Jupyter-powered code mode for flexible Python execution.

Kaimon.jl

14

MCP server giving AI agents full access to Julia's runtime via a live Gate — code execution, introspection, debugging, testing, and semantic search

Cloudflare API

14

MCP (Model Context Protocol) Server. Integrates with Cloudflare's REST API to enable management of DNS records, cache purging, KV namespaces, R2 buckets, Workers domains, Hyperdrive databases, and Workflow instances through natural language interactions.

agentidentityprotocol

13

Agent Identity Protocol - Zero-trust security layer for AI agents. Policy enforcement proxy for MCP with Human-in-the-Loop approval, DLP scanning, and audit logging.

Apple Deep Docs

13

A comprehensive documentation server for Apple developers that provides access to hidden Xcode docs, the Apple Developer API, Swift Evolution proposals, and WWDC resources.

15 tools