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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Ghost MCP Server

Manage your Ghost blog content directly from Claude, Cursor, or any MCP-compatible client, allowing you to create, edit, search, and delete posts with support for tag management and analytics.

Raindrop.io

A Golang-based MCP server that integrates with Raindrop.io, allowing AI assistants to create and search bookmarks with tag-based filtering.

2 tools

Key Server

MCP (Model Context Protocol) Server. Provides secure API key storage and NPM package management with role-based access control, enabling developers to centrally store service credentials while maintaining dependencies.

footballbin-mcp-server

A specialized MCP server providing AI-driven football match predictions, scoring insights, and key player analysis for the Premier League and UEFA Champions League.

1 tool

rostro

Rostro transforms any language model into a multimodal system capable of generating images, music, video, and 3D models via a standardized MCP interface.

MCP FHIR Server

A robust MCP server providing standardized read/write access to FHIR-compliant healthcare APIs with built-in resource validation and specialized extensions for Zus Health services.

5 tools

faf-cli

Failed

Anthropic-Approved codebase that powers claude-faf-mcp • Persistent project context, on-demand • Format-driven CLI • Open Source Universal Standard • MIT License

s3db.js

Failed

Use AWS S3, the world's most reliable document storage, as a database with this ORM.

apifox-workspace-mcp

Validated

Workspace-level Apifox MCP Server for intelligent API documentation integration in Cursor AI

7 tools

FluentBoards MCP Server

A comprehensive MCP server that enables AI assistants to manage the FluentBoards project management system via the WordPress REST API, featuring a unique 'Board Focus Mode' and granular safety controls for destructive operations.

18 tools

MCP Background Task Server

A Model Context Protocol server that enables running and managing long-running background tasks (like development servers, builds) from within Claude Desktop or other MCP-compatible clients.

Spotify

MCP (Model Context Protocol) Server. Integrates with Spotify API to enable music playback control, search functionality, and queue management through natural language conversation.

model-scout-mcp

Needs Setup

A tool-focused MCP server for real-time model discovery and cost management, enabling users to search, compare, and analyze LLM capabilities and pricing across 100+ providers via OpenRouter.

2 tools

search-mcp-server

Validated

MCP server for browser automation via Jan Browser extension - provides tools for web navigation, interaction, and search

8 tools

mcp

A robust MCP server featuring a document memory system with persistent storage, quality scoring, and intelligent content routing across memory and external sources.

1 tool

La Palma 24 - Vacation Rentals

Search and discover vacation rental properties in La Palma, Canary Islands, featuring real-time availability, dynamic pricing, and detailed property information across 14 municipalities.

6 tools

MIDI Analyzer MCP Server

Enables comprehensive analysis of MIDI SMF files including loading, parsing, track analysis, event extraction with filtering, and detailed file summaries. Supports memory management for efficient repeated access to loaded MIDI files.

Channel Talk MCP Server

A Channel Talk integration for the Model Context Protocol that allows AI assistants to retrieve chat lists and message histories via the official Open API.

lan-mcp-cups

Failed

MCP server for printing to CUPS network printers via streamable HTTP. Discover printers, add them locally, and send print jobs from Claude Code or other MCP clients.

mcp-giljabi

An MCP server designed to help users find and install PlayMCP tools using a hybrid search mechanism (keyword and semantic embeddings). It leverages Google Gemini to match user requests with relevant MCP servers.

2 tools

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

Claude-Gemini Collaborative Integration

Enables real-time collaboration between Claude and Gemini, allowing Claude to consult Gemini while maintaining session context and conversation history.

3 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.

@birthday8/doc-mcp

Doc Creator MCP Server - Generate Word documents from HTML with rich formatting support

Sidvy MCP Server

A toolset for interacting with the Sidvy API, allowing AI models to manage notes, hierarchical groups, and todos within customizable workspaces.

36 tools

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

Prompt for User Input MCP Server

A Model Context Protocol server that enables AI models to interactively request information or clarification from users in real-time through their code editor environment.

1 tool

Grimoire

Provides D\&D 5e spell information through search and filtering tools. Access detailed spell data, class-specific spell lists, and spell school references powered by the D\&D 5e API.

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