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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

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.

SAP MCP Server

Enables AI clients to query live data from SAP HANA and SQL databases through read-only SELECT queries with CSV-formatted results.

MCP Demo Application

A comprehensive demonstration server that provides tools for calculations, weather, and note management alongside an interactive web interface. It showcases how AI assistants can seamlessly interact with external data sources and functions using the Model Context Protocol.

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.

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.

DeepSeek Reasoner

MCP (Model Context Protocol) Server. Integrates DeepSeek's R1 reasoning engine with Claude, enabling complex problem-solving through a tool that processes queries and formats reasoning output within <ant_thinking> tags.

Cambridge Dictionary MCP Server

Enables AI assistants to look up word definitions, pronunciations, and example sentences from the Cambridge Dictionary through natural language queries.

pdfdancer-mcp

Provides access to pdfdancer documentation through search and content retrieval tools, connecting to a Docusaurus search worker to query indexed docs and retrieve markdown content.

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.

10 tools

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

8 tools

Langfuse MCP Server

Enables querying Langfuse analytics, cost metrics, and usage data across multiple projects. Provides tools for trace analysis, model/service cost breakdowns, and daily usage trends through natural language queries.

ThinkDrop Vision Service

Provides screen capture, OCR text extraction, and visual language model scene understanding capabilities with continuous monitoring and automatic memory storage integration.

Pocketsmith MCP Server

Enables AI assistants to interact with the Pocketsmith personal finance API to manage accounts, budgets, and transactions through natural language. It supports comprehensive financial tasks including spending analysis, category management, and tracking recurring bills.

REMnux MCP Server

Enables AI assistants to execute malware analysis tools on a REMnux system via Docker, SSH, or local connections. It provides automated file-type analysis, structured tool discovery, and security guardrails for streamlined malware investigation.

Twitter MCP Server

Enables Twitter automation including posting tweets, replying to tweets, and searching for tweets with structured results using browser automation through Browserbase and Stagehand.

Multilead Open API MCP Server

Enables AI assistants to interact with the Multilead platform for lead management, email campaigns, conversations, webhooks, and analytics through 74 API endpoints.

Beszel MCP Server

Enables interaction with Beszel system monitoring tool to query system and container statistics, manage alerts, and monitor infrastructure through its PocketBase backend.

FireScrape MCP Server

Enables AI models to search the web using DuckDuckGo, scrape webpage content in markdown format, and browse/read local files for code analysis and debugging.

MCP Weather Server

A containerized server that provides weather tools for AI assistants, allowing them to access US weather alerts and forecasts through the National Weather Service API.

ABSD DevOps MCP Server

Enables secure local filesystem operations and interactive terminal sessions for AI assistants. Provides 12 tools for file management, directory operations, code searching, and running interactive REPLs with security protections.

EdgeOne Geo MCP Server

Enables AI models to access user geolocation information through EdgeOne Pages Functions, allowing location-aware AI interactions.

GNews MCP Server

Enables searching news articles and retrieving top headlines from the GNews API with support for filtering by topic, language, and country.

BlenderMCP

Connects Claude AI to Blender through the Model Context Protocol, enabling AI-assisted 3D modeling, scene creation, object manipulation, and material control. Supports downloading assets from Poly Haven and generating 3D models through Hyper3D Rodin.

Think MCP

Enables structured step-by-step reasoning with branching, revisions, and self-critique to help break down complex problems into manageable steps with confidence tracking and thought history search.

Browserbase MCP Server

Enables LLMs to control cloud browsers for web automation, data extraction, screenshots, and form interactions using Browserbase and Stagehand with support for multiple AI models and parallel browser sessions.

HNPX SDK

A hierarchical XML-based narrative planning server that enables AI-guided fiction writing from book-level planning down to atomic paragraphs. It provides a structured format and tools for step-by-step story expansion while maintaining human guidance.

assimilate-mcp

MCP server for Assimilate Live FX / SCRATCH — control professional color grading software with AI

Weather MCP

Provides weather query capabilities including current weather, daily/hourly forecasts, air quality data, and weather alerts through QWeather API integration with JWT-based authentication.