AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
LoreKeeper MCP
Provides fast, cached access to comprehensive Dungeons & Dragons 5th Edition data including spells, monsters, classes, races, equipment, and rules through Open5e and D\&D 5e APIs.
Geocode BAN MCP
A Geocode BAN MCP server that provides French address geocoding capabilities using the official Base Adresse Nationale API, returning standardized addresses and GPS coordinates.
GachaMCP
A Python MCP server that helps AI interact with Gacha games through screenshot capture and click automation, enabling game analysis and automated actions.
MCP Server Demo
A Model Context Protocol server implementation that can be run directly or through Docker, enabling AI assistants to interact with external systems through the MCP standard.
Bitbucket MCP Server
An MCP server for Bitbucket interaction, allowing LLMs to manage repositories, branches, commits, and the complete pull request lifecycle through natural language.
Remote MCP Server (Authless)
A starter template for deploying remote Model Context Protocol servers to Cloudflare Workers without authentication, compatible with both Cloudflare AI Playground and local clients.
Portfolio Tracker MCP Server
A specialized MCP server for managing investment portfolios that provides real-time profit and loss calculations and price refreshes via Yahoo Finance. It enables AI clients to perform deep analysis on specific stock positions and overall portfolio performance.
Remote MCP Server on Cloudflare
A template for deploying Model Context Protocol (MCP) servers on Cloudflare Workers with built-in OAuth authentication and SSE transport support. It enables secure remote access to tools from Claude Desktop via a local proxy.
MCP Crypto API Servers
A collection of Model Context Protocol servers for cryptocurrency APIs (CoinGecko, DeFiLlama, DexScreener, Indodax, Moralis Solana) enabling AI to interact with real-time crypto market data.
Ecomm MCP Server
An MCP server that enables product discovery by searching e-commerce APIs and providing structured, markdown-formatted product listings with pricing and links.
Loom Local MCP Server
Extracts and analyzes key frames from Loom videos or local video files using scene change detection to provide visual context for debugging.
Playwright MCP Server
A Playwright-based MCP server that enables AI agents to programmatically automate and inspect web pages using structured data rather than just screenshots.
Claude Kali MCP Commander
An MCP server that provides secure access to Kali Linux cybersecurity tools through Claude's interface, enabling users to run Kali Linux commands directly from Claude Desktop.
Wordware
MCP (Model Context Protocol) Server. Integrates with Wordware's deployed flows to enable founder research, lead enrichment, Notion integration, and task solving with Google search and API capabilities.
Cloudflare Remote MCP Proxy
A deployment template for hosting remote Model Context Protocol servers on Cloudflare Workers using the Server-Sent Events (SSE) protocol. It serves as a bridge for custom tools to be accessed by local clients like Claude Desktop via a remote proxy.
Playwright Browserbase MCP Server
An MCP server that enables LLM applications to control web browsers via Browserbase, supporting features like web navigation, screenshots, cookie management, and persistent contexts.
sovr-mcp-proxy
A transparent proxy and execution firewall that intercepts and audits AI agent tool calls against configurable security policies before forwarding them to downstream MCP servers. It provides safe execution environments with features like data redaction, anti-loop protection, and unified alert dispatching.
SketchupMCP
Enables direct interaction and control of SketchUp through Claude AI using the Model Context Protocol and a TCP socket connection. It allows for prompt-assisted 3D modeling, component manipulation, and the execution of arbitrary Ruby code within the SketchUp environment.
Exa MCP Server
Enables AI assistants to perform web searches, research paper searches, and Twitter searches using the Exa AI Search API with real-time crawling and structured results.
Eventfinda MCP
Provides access to event data from the Eventfinda API, allowing AI agents to search for events by location and retrieve detailed information including descriptions, dates, addresses, and ticket details.
RabbitMQ MCP Server
A Model Context Protocol server built with mcp-framework that allows users to integrate RabbitMQ messaging capabilities with Claude AI.
memvid-mcp
An MCP server that provides a persistent memory layer for AI agents by wrapping the memvid CLI. It enables users to manage memory files, perform hybrid searches, and conduct RAG-based question answering through 40 specialized tools.
MCP cldkctl Server
A Model Context Protocol server that provides access to Cloudeka's cldkctl CLI functionality through Claude Desktop, Cursor, and other MCP-compatible clients.
NBA MCP Server
A Model Context Protocol server that enables LLMs to retrieve NBA data including player stats, team information, game logs, and league standings through the nba_api library.
Cambridge Dictionary MCP Server
Enables AI assistants to look up word definitions, pronunciations, and example sentences from the Cambridge Dictionary through natural language queries.
SEC EDGAR MCP Server
A comprehensive MCP server for accessing SEC EDGAR filings, enabling real-time search, financial statement retrieval, and advanced dimensional XBRL analysis for business intelligence.
Shortcut
MCP (Model Context Protocol) Server. Integrates with Shortcut's ticket management system to enable listing, searching, creating and updating stories, managing comments, and retrieving workflow states and projects
MCP Manual Generator
Automates the creation of application user manuals by capturing screenshots and generating documentation, supporting any web application through configurable workflows and MCP integration with AI assistants.
Things MCP Server
A Model Context Protocol server that enables AI assistants to interact with the Mac application 'Things' for task management operations through its URL scheme.
APRS.fi MCP Server
A Model Context Protocol server that provides access to APRS.fi API for ham radio position tracking and balloon chase operations, enabling AI-powered APRS data analysis through Claude Code.