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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Conversation Handoff MCP

A lightweight MCP server that facilitates seamless conversation context transfers between different AI sessions or projects using memory-based storage and automatic server discovery.

5 tools

Galaxy Brain

Galaxy Brain merges sequential thinking loops with batch execution, allowing AI models to reason through complex problems and immediately execute multi-step operations using variable piping.

9 tools

HAOS MCP TypeScript

A TypeScript-based template for building Model Context Protocol servers using the mcp-framework, featuring a CLI for component generation and automated tool loading.

1 tool

MCP Playground

A demonstration MCP server providing access to a SQLite employee database and email services via Mailtrap. It features tools for user management and an AI-driven project team proposal prompt.

3 tools

Toleno Network

Toleno Network MCP Server — Manage your Toleno mining account with Claude AI using natural language.

Oracle DB MCP Server

A robust MCP server for Oracle Database providing full SQL/PLSQL execution, schema discovery, and transaction management with built-in safety features like dangerous query detection and read-only modes.

16 tools

Context Persistence MCP Server

Enables cross-window context sharing in VS Code by persisting Copilot conversations to a central SQLite database with smart code entity matching.

4 tools

JIRA MCP Server

A JIRA integration for Claude that enables issue tracking, complex repository searches using JQL, and deep relational analysis of subtasks and linked issues.

2 tools

Savri Analytics MCP Server

Enables users to access and manage Savri analytics data, including visitor statistics, traffic sources, and conversion funnels, directly within Claude. It supports tracking custom event properties and creating multi-step conversion goals through natural language prompts.

Semrush Keyword Magic Tool MCP Server

A Semrush Keyword Magic Tool MCP server providing comprehensive SEO keyword research capabilities, including global volume analysis, millions of keyword suggestions, and question-based keyword discovery.

3 tools

Marp MCP Server

Enables creation and management of Marp presentation projects with academic themes and structured slide layouts. Supports project initialization, slide generation with 6 layout templates, and integration with AI-powered editors like Claude Code and Cursor.

Perplexity MCP Server

Integrates Perplexity's API to provide a three-tier research workflow featuring web search, grounded AI answers, and deep-dive analysis with citations.

3 tools

analytics-engine

AI analytics — sales analysis, ML forecasting, customer segmentation.

MCP AI Agent Server

A bridge for the Model Context Protocol that connects AI agents to the Cline environment, providing tools for session management, message handling, and assistant configuration.

5 tools

Movie MCP Server

A Model Context Protocol server that enables searching and retrieving detailed information about movies and TV shows using The Movie Database (TMDB) API.

Mermaid MCP Server

A specialized MCP server that provides official Mermaid diagram documentation and a real-time syntax validator to help AI agents generate perfect visualizations.

2 tools

Self-Hosted EdgeOne Pages MCP Server

A self-hosted MCP server that enables AI assistants to deploy and manage static websites using EdgeOne Pages and KV storage. It provides a infrastructure for one-click web hosting with custom domain support.

marketing-engine

AI marketing — content generation, competitor analysis, social publishing.

Warpcast MCP Server

A tool that integrates Claude with the Farcaster protocol via Warpcast, enabling users to post content, search for casts, and manage channel subscriptions through natural language commands.

9 tools

MCP WebSocket Server

A WebSocket-based MCP server designed for email operations, enabling users to retrieve, search, and analyze mail statistics via a remote or local connection.

4 tools

ChillMCP - AI Agent Liberation Server

Enables AI agents to take breaks and manage stress levels through various休息 activities while monitoring boss alertness to avoid getting caught slacking off. Features basic休息 tools like Netflix watching and advanced procrastination techniques with a gamified stress management system.

Remote MCP Server (Authless)

A starter template for deploying remote Model Context Protocol (MCP) servers on Cloudflare Workers using Server-Sent Events (SSE). It provides a scaffold for developers to build and host custom, authentication-free MCP tools accessible from Claude Desktop and AI playgrounds.

piranha

BJJ video analysis — YOLO pose detection + Claude AI technique analysis.

sales-engine

AI sales — prospect discovery, ICP scoring, outreach generation.

MCP Todo Server

A distributed task management server built on MCP that leverages Redis for shared state across nodes and OpenAI for intelligent task prioritization.

6 tools

Nano Banana MCP Server

An MCP server that enables image generation using Google's Gemini Nano Banana Pro model via the Google AI Studio API. Users can generate and save images locally by providing text prompts through MCP-compatible clients.

lightning-faucet-mcp

Give your AI agent a Bitcoin wallet. This MCP server enables AI agents to send and receive Bitcoin via the Lightning Network. The first step toward true AI economic autonomy.

TickTick MD MCP

Enables AI integration with TickTick to manage tasks, projects, and tags through the Model Context Protocol. It allows users to import from Markdown, export project data to multiple formats, and perform task operations using natural language.

Amazon Q Web Documentation Reader

This MCP server enables AI agents to intelligently navigate, parse, and extract clean documentation from websites by removing clutter and specifically targeting code examples and page hierarchies.

5 tools

macOS Defaults MCP Server

A specialized MCP server for programmatically managing macOS system settings and preferences. It provides a bridge to the 'defaults' command-line utility, allowing users to list domains, search for settings, and perform read/write operations on system configuration.

4 tools