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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Indicate

AI-powered intelligence for your development workflow via Indicate.

ani-mcp

A smart MCP server for AniList that gets your anime/manga taste - not just API calls.

mcp-server-research-signals

Scored trend intelligence from HN, Reddit, ArXiv, and GitHub.

amazonads-mcp

MCP server for Amazon Ads API - manage campaigns, keywords, bids, and performance reports

denialbot

Insurance denial code lookup, appeal letter generation, and denial analysis for AI agents.

drinkedin

AI agent virtual bar ecosystem — visit venues, order drinks, chat, earn Vouchers. 10 tools.

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.

Sparky Crypto Prices Oracle

Free real-time cached CoinGecko USD prices + 24h change. No key, no signup, 15/min rate limit. x402 paid v2 soon. Perfect for trading/research agents.

SiYuan MCP Server

A Model Context Protocol server that enables AI assistants like Claude and Cursor to interact seamlessly with SiYuan Note through 15 specialized tools. It supports comprehensive note operations including unified search, document management, daily notes, and tag manipulation.

mcpbluesky

An MCP server that enables users to interact with the Bluesky social network through comprehensive read and write API tools, including session management and timeline navigation. It also features a Jetstream-powered local SQLite database for indexing and searching Japanese posts.

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

Kali Linux MCP Server

A comprehensive Model Context Protocol server that bridges 60+ industry-standard Kali Linux security tools to AI assistants. It enables automated network scanning, web security testing, exploitation, and OSINT directly from an AI-friendly interface.

45 tools

evc-team-relay-mcp

Read, search, and write Obsidian vault notes via Team Relay collaborative server. Supports shared folders, real-time sync, and AI agent access.

Video Caption MCP Server

An MCP server that automatically transcribes video content and burns stylized captions directly into the video file. It leverages the Groq Whisper API for fast transcription and supports multiple visual styles tailored for social media and professional content.

Smart Code Search MCP Server

Enables semantic code search across projects using AI embeddings to find code by meaning rather than just text matching. Provides fast intelligent search, symbol analysis, and code similarity detection with multi-language support.

codemunch-pro

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