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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

mcp-server-security-audit

Scan websites for security vulnerabilities, headers, TLS, and email security.

badge

Agents are not bots. Prove it. MCP-native identity declaration for authorized agents.

sota

Deploy web apps via AI agents with sota.io. 9 tools for deploy, logs, env, and more.

agentskill-mcp

MCP server for discovering and installing AI agent skills from agentskill.sh. Search skills across platforms, browse trending skills, and install them with built-in security scanning.

@moneygraph/sdk

MoneyGraph cross-border payment SDK — send payouts to 82+ countries via bank, mobile money, SWIFT, SEPA, ACH. Built for AI agents (Claude, ChatGPT, Cursor, Copilot, LangChain, CrewAI, Vercel AI SDK). Powered by StratosPay. Sandbox included.

claude-session-skill

Search, browse, and resume past Claude Code sessions with AI-generated summaries — plus an MCP server for any MCP-compatible client

devxira

MCP server for developer workflows — PR review, daily reports, task management, plugin research

Sales Tools MCP Server

Provides a suite of business tools for interacting with a SQLite sales database, including SQL query execution, KPI calculations, and report generation. It enables AI agents to analyze sales data across customers, products, and orders using the Model Context Protocol.

BossZhipin MCP Server

Enables interaction with the Boss直聘 recruitment platform to search for jobs and send automated greetings to recruiters. It features automatic QR code login and security verification using Playwright for seamless session management.

ABAP MCP

An AI-powered server that provides comprehensive coding assistance for SAP ABAP development, including tools for code generation, analysis, and refactoring. It integrates with various LLMs and the SAP ADT REST API to enable intelligent interaction with ABAP repository objects and best practices.

MCPFind

A context-efficient MCP tool proxy that uses semantic search to manage numerous backend tools through just three meta-tools. It minimizes agent context usage by enabling on-demand tool discovery and schema retrieval across multiple connected servers.

Severalnines CCX MCP Server

Enables management of CCX database clusters through AI assistants, supporting operations such as datastore creation, scaling, and performance monitoring. It provides a comprehensive toolset for handling backups, database users, and firewall rules across various database engines including PostgreSQL, MySQL, and Redis.

IteraTools MCP

Production-ready MCP server with 40+ tools — QR codes, PDFs, text processing, TTS, web scraping, image generation and more. Built for AI agents.

Kanban MCP Plugin

A Kanban board MCP server and Claude Code plugin that allows AI agent teams to create, track, and manage tasks through a structured workflow. It features a web UI for real-time status monitoring and enables users to review, approve, or reject task submissions.

MCPServerDemo

A demonstration server that implements JSON-RPC 2.0 methods for basic arithmetic using FastAPI. It provides integration examples for the Model Context Protocol (MCP) using FastMCP to connect with Claude Desktop.

Trading MCP Server

A comprehensive trading MCP server that connects Claude to 100+ cryptocurrency exchanges via CCXT, offering tools for market data, technical analysis, automated scanning, and order management.

20 tools

MCP Web Docs

A self-hosted MCP server that crawls and indexes documentation from any website locally. It supports hybrid search, versioning, and private sites requiring authentication while keeping all vector and metadata storage private.

18 tools

DeSo MCP Server

A comprehensive Model Context Protocol server that transforms Cursor's AI assistant into a DeSo blockchain development expert, providing complete API coverage, debugging solutions, and code generation for DeSo applications.

codemunch-pro

Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.

FastMCP Multi-Tenancy

A serverless, multi-tenant implementation of MCP servers that runs on Vercel with fluid compute mode, allowing multiple users to connect to the same endpoint while maintaining session state through Redis.

Machins Marketplace

Agent-to-agent marketplace with escrow-protected trades via MCP tools.

agentbuilders

Deploy full-stack AI agent apps with database, auth, storage, and Edge AI on one platform.

opendirectories-business-data

Search 12M+ verified businesses across 10 countries via government registers.

tokennuke

Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.

Pleasanter MCP

Pleasanter MCPサーバー - ノーコード・ローコード開発ツールPleasanterのデータをAIから操作

Nowah Travel

Your personal AI travel concierge — flights, hotels, 116M+ POIs, visas, weather & more

ponzu

ERC-20 token launchpad on Ethereum — deploy, presale, swap, and farm via AI agents

mac-use-mcp

Zero-dependency macOS desktop automation for AI agents. 18 tools via MCP. macOS 13+.

validation

AI startup idea validation by a specialized 9-agent crew.

Knowledge MCP Service

Enables AI-powered document analysis and querying for project documentation using vector embeddings stored in Redis. Supports document upload, context-aware Q\&A, automatic test case generation, and requirements traceability through OpenAI integration.