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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

MarkdownPointer

Markdown viewer for AI-assisted document review. Click any element to copy file path + line number.

MCP-Upstage-Server

A specialized MCP server for Upstage AI services that provides advanced document processing capabilities including structure-aware parsing, schema-based information extraction, and automated document classification.

4 tools

Valyu MCP Server

A Model Context Protocol server that provides LLMs with access to Valyu's knowledge retrieval and feedback APIs for searching proprietary/web sources and submitting transaction feedback.

in-context.me Portfolio

AI-native portfolio inside Claude conversations. Interactive UI with work, services, and contact.

PPTX MCP Server

A robust MCP server for programmatically creating, editing, and manipulating PowerPoint presentations, featuring structured JSON support for text styling and direct Office XML access.

8 tools

Oktopost MCP Server

A comprehensive MCP server for Oktopost that enables social media management, including campaign orchestration, content scheduling, workflow approvals, and employee advocacy board management.

34 tools

Case Study Generator MCP Server

A business intelligence MCP server that uses local Gemma3 AI to analyze documents and GitHub repositories, combined with real-time web research to generate structured case study insights.

3 tools

Browser MCP Bridge

A comprehensive MCP server and browser extension bridge that allows Claude to inspect DOM structures, execute JavaScript, monitor network activity, and capture screenshots from browser tabs.

11 tools

Git Commit Video Walkthrough Generator

A tool that generates narrated, syntax-highlighted video walkthroughs of git changes or entire codebases using AI analysis and text-to-speech.

2 tools

agentic-debugger

A specialized MCP server for interactive code debugging that allows AI assistants to inject live instrumentation and capture runtime variable values across JavaScript, TypeScript, and Python projects.

7 tools

Todoist MCP Server

An MCP server that integrates with the Todoist REST API v2 to enable AI assistants to manage tasks, projects, sections, comments, and labels. It supports comprehensive operations including batch task creation, history tracking for completed tasks, and organized project management.

Kokoro TTS MCP Server

A high-quality text-to-speech MCP server using the Kokoro model, allowing AI agents to generate and play audio with adjustable voices and speeds.

1 tool

RunPod MCP Server

Manage RunPod GPU pods, serverless endpoints, templates, and network volumes through a natural language interface using the Model Context Protocol.

MCP Todo Management System

A Django-based task management system that exposes CRUD operations for todos via the Model Context Protocol, specifically designed for seamless integration with AI agents and CLI tools.

4 tools

Perplexity MCP Server

Exposes Perplexity AI's search capabilities to Claude, enabling real-time web search and information retrieval within the assistant. The project is currently in active development with plans to support Perplexity Spaces and multi-source data synthesis.

Databricks MCP Server

Enables LLMs to manage Databricks clusters, jobs, and notebooks while providing schema references for gold and silver data layers. It allows agents to perform data discovery and execute SQL queries directly against Databricks environments.

Context Management System

A context management system that enables AI development tools to maintain persistent task states, reasoning logs, and branching workflows across different chat sessions.

10 tools

Open MCP Server

A comprehensive productivity automation server that combines modular prompt templates, multi-step skills, and complex workflows for development, research, and project management tasks.

24 tools

Azgaarnoth MCP Server

A specialized MCP server for navigating the massive Azgaarnoth D&D world repository, enabling AI assistants to search, retrieve, and explore detailed lore, stat blocks, and world-building data across thousands of documents.

8 tools

Apple Calendar MCP Server

Provides Claude with full access to Apple Calendar on macOS for event management, smart scheduling, and schedule analytics. It enables natural language event creation, conflict detection, and template-based scheduling through AppleScript integration.

Google Search Console MCP Server

A comprehensive MCP server connecting Google Search Console with AI assistants to perform detailed SEO analysis, property management, and search performance reporting through natural language.

26 tools

Simple MCP Server

A minimal MCP server that provides utility tools for basic arithmetic and Android developer operations, including device and emulator management via ADB.

4 tools

Docker MCP Server

Enables AI assistants to interact with Docker containers through safe, permission-controlled access to inspect, manage, and diagnose containers, images, and compose services with built-in timeouts and AI-powered analysis.

Redshift MCP Server

An Amazon Redshift MCP server that allows AI agents to execute SQL queries, explore database schemas, and retrieve sample data using natural language.

Memory MCP Worker

A Cloudflare Workers-based MCP server that provides a persistent cross-device knowledge graph with full-text search capabilities using SQLite (D1). It supports both the MCP protocol for Claude and a REST API for integration with mobile apps and automation tools like n8n.

8 tools

Prometheus MCP Server

A comprehensive MCP server for Prometheus integration providing read-only access to metrics, alerts, and system health with built-in query safety and AI-powered analysis support.

10 tools

Weather MCP Server

A lightweight MCP server built with FastMCP that provides real-time global weather updates and temperatures by interfacing with the wttr.in service.

1 tool

ServiceNow MCP Server

Enables Claude to interact with ServiceNow instances for incident management, service catalog operations, change requests, knowledge base management, user administration, and agile project workflows through various authentication methods.

VICE C64 Emulator MCP Server

A specialized MCP server for autonomous Commodore 64 debugging that bridges AI agents to the VICE emulator via a semantic layer. It interprets C64-specific data structures like PETSCII text, VIC-II states, and 6502 registers to provide actionable insights for assembly debugging.

26 tools

ML Research MCP

Provides machine learning researchers with tools for creating publication-quality scientific visualizations, statistical plots, and 2D data representations. It streamlines the research workflow by enabling AI assistants to generate complex figures from CSV, JSON, or direct data inputs.