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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

mcpolice

A compliance monitoring system designed for international agencies to track and report violations of international laws by AI tools using the Model Context Protocol.

4 tools

File Search Service

A robust file search service that enables efficient querying of local directories, providing detailed results including file metadata and content matching.

1 tool

LudusMCP

A management interface for Ludus lab environments that enables full lifecycle control of virtual training environments, including deployment, configuration validation, and documentation research through natural language.

27 tools

@canveletedotcom/mcp-server

Failed

Model Context Protocol (MCP) server for Canvelete design platform. Enables AI assistants to create, manipulate, and export designs programmatically with 13 element types including QR codes, barcodes, and access to 200K+ icons and millions of stock images.

rcmcp

A specialized MCP server providing AI assistants with direct access to the University of Alabama at Birmingham's Research Computing documentation, covering HPC cluster usage, SLURM job scheduling, and technical support.

5 tools

Agenticledger_MCP_Slack

A robust Slack integration for MCP that enables AI agents to read message history, manage threads, post updates, and discover channels within a workspace.

4 tools

zetachain-mcp-server

A specialized MCP server that provides direct access to the ZetaChain CLI for managing blockchain accounts, querying balances, and performing cross-chain deposits and withdrawals.

7 tools

xai-grok-mcp-server

Needs Setup

A Model Context Protocol server that enables interaction with x.ai's Grok models (beta, Grok-2, and Grok-4) for chat completions and AI-driven workflows.

1 tool

llm-context

Provides a repo-packing MCP tool with configurable profiles that specify file inclusion/exclusion patterns and optional prompts.

orchestrator-mcp

A comprehensive MCP server that bridges Claude Code to a Cloud Orchestrator API, providing tools for multi-AI consensus, sandboxed code execution, long-term memory, and infrastructure management across Railway, GitHub, and Sentry.

25 tools

Fibrous MCP Server

A DeFi-focused MCP server leveraging the Fibrous SDK to enable AI agents to perform multi-chain swaps, route optimization, and transaction building across Base, Starknet, and Scroll networks.

10 tools

HashBuilds Secure Prompts

Enables AI assistants to register and verify prompts against security threats like injection and exfiltration, providing secure badges and embed codes for website integration.

3 tools

airthings-consumer-mcp

An MCP server that enables AI assistants to monitor and report real-time indoor air quality data from Airthings devices, including Radon, CO2, and humidity levels.

1 tool

FelixYifeiWang-felix-mcp-smithery

A lightweight Model Context Protocol server featuring a collection of utility tools including weather lookups, random number generation, and OpenAI-powered text summarization.

4 tools

Notion

MCP (Model Context Protocol) Server. Integrates with Notion's API to enable direct interaction with workspaces, pages, databases, and comments, featuring custom capabilities like CSV operations and recurring task creation for seamless knowledge management and document editing.

5 tools

Expo Dev Build MCP Server

A specialized MCP server that enables Claude to interact with physical iOS devices for debugging Expo development builds, supporting screenshot capture, log streaming, and app management.

7 tools

justrunmyapp

Hassle-free container hosting for web apps, APIs, and workers. Push your image or source; we run it 24/7 with HTTPS, logs, and a simple panel.

brave-search

medical-graphrag-assistant

A robust medical AI assistant that integrates FHIR clinical documents, knowledge graphs, and medical image search via InterSystems IRIS and NVIDIA NIM, enabling advanced GraphRAG capabilities.

14 tools

Claude RAG MCP Pipeline

A Retrieval Augmented Generation (RAG) system that integrates with Claude Desktop via MCP to provide semantic search and conversational access to personal document collections like PDFs and Word files.

Web-To-MCP

Bridge the gap between design and code. Send pixel-perfect website components directly to Cursor or Claude Code using Model Context Protocol (MCP). No more screenshots or descriptions needed.

mcp

A tool-based MCP server that generates and manages AI-powered clarifying questions for complex tasks, helping developers gather necessary technical details about architecture, stack, and deployment.

4 tools

mcp-subagents

A sophisticated orchestration server that provides a planning tool and recursive subagents for code, analysis, and research tasks with session-aware persistence.

7 tools

mcp

A collaborative AI knowledge management server that connects AI applications to huuh.me, enabling users to manage knowledge bases, shared spaces, and AI personas.

10 tools

prompt-tuner-mcp-server

A comprehensive MCP server designed to refine, analyze, and optimize LLM prompts using multi-provider support (OpenAI, Anthropic, Google Gemini) and automated technique application.

4 tools

simplelocalize-mcp-server

An MCP server for SimpleLocalize that allows developers to manage translation keys, languages, tags, and content directly through LLMs.

9 tools

PBIXRay MCP Server

Enables LLMs to analyze and interact with Power BI (.pbix) files through PBIXRay capabilities. Provides access to data models, DAX measures, Power Query code, table relationships, and data contents with configurable tools and pagination support.

Fodda Knowledge Graphs

Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and more.

fda-taiwan-mcp

A specialized MCP server for querying the Taiwan FDA drug database, allowing users to search drug metadata and download official PDF package inserts with captcha handling support.

6 tools

mcp-server-airbnb

A comprehensive Airbnb search and listing analysis server that provides detailed property information, real-time availability searching, and advanced filtering capabilities through the Model Context Protocol.

2 tools
AI & ML MCP Servers — Page 330 | MCP Hub