AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
PDF to Markdown Converter
A high-performance MCP server powered by the MinerU API that converts local and remote PDF documents into structured Markdown while preserving layouts, formulas, and tables.
Laravel Companion
A specialized documentation navigator and package recommendation engine for the Laravel ecosystem, offering offline-capable search across framework versions, services, and community packages.
Roslyn C# Analyzer
MCP (Model Context Protocol) Server. Provides C# code analysis capabilities by leveraging the Microsoft Roslyn compiler platform to validate syntax, find references, and run recommended code analyzers within .NET projects.
Yelp
Integrates Yelp Fusion AI into MCP to provide conversational business search, multi-turn discovery, and restaurant reservations using natural language processing.
claude-todo-emulator
An MCP server that provides persistent task management for AI coding assistants, enabling them to track multi-step features and manage project progress across sessions.
strava-mcp
A Model Context Protocol (MCP) server with Strava OAuth integration, built on Cloudflare Workers. Enables secure authentication and tool access for MCP clients like Claude and Cursor through Strava login. Perfect for developers looking to integrate Strava authentication with AI tools.
mcp-config-manager
Manage MCP server configs across Claude, Gemini & other AI systems. Interactive CLI for server enable/disable, preset management & config sync.
Godot MCP Server
A Godot Engine MCP server that enables Claude Desktop to control the editor, generate dynamic scenes, and automate asset importation using the Meshy API.
chatbot_Shopify
Agentic Shopify Chatbot with MCP integration, embedded directly into Shopify via a Theme Extension
Cline Personas
MCP (Model Context Protocol) Server. Implements a persona management system for dynamic AI behavior adjustment using reusable components and templates defined in .clinerules files.
RSS Feed Manager
A robust RSS feed manager that enables AI models to parse OPML files, automatically fetch and update articles, and manage content through specific status tagging and source filtering.
HTML Page Preview
A tool that enables HTML file visualization and structural analysis by capturing full-page screenshots with Puppeteer and parsing DOM elements.
codemesh
The Self-Improving MCP Server - Agents write code to orchestrate multiple MCP servers with intelligent TypeScript execution and auto-augmentation
JSON2Video MCP
A Model Context Protocol (MCP) server implementation for programmatically generating videos using the json2video API. This server exposes powerful video generation and status-checking tools for use with LLMs, agents, or any MCP-compatible client.
claude-in-mobile
An MCP server for mobile device automation that allows Claude to control Android devices via ADB and iOS Simulators via simctl using a unified API. It supports UI interactions, screenshots, app management, and system log retrieval through natural language.
GreptimeDB
Provides AI assistants with a secure and structured way to explore and analyze data in GreptimeDB.
Anti-BS
MCP (Model Context Protocol) Server. Integrates multiple epistemological frameworks to analyze claims, validate sources, and detect manipulation for enhanced fact-checking and critical thinking.
Prolog
MCP (Model Context Protocol) Server. Bridges AI systems with Prolog's logical programming capabilities through tools for executing programs, running time-limited queries, and exploring available predicates.
Google Calendar
MCP (Model Context Protocol) Server. Integrates with Google Calendar to enable direct calendar management, event operations, and advanced scheduling features like free/busy queries and mutual availability coordination.
Protonmail
MCP (Model Context Protocol) Server. Enables sending emails through Protonmail's SMTP service with support for multiple recipients, CC/BCC functionality, and both plain text and HTML content.
ServeMyAPI (macOS Keychain)
MCP (Model Context Protocol) Server. Securely stores and retrieves API keys using macOS Keychain, allowing natural language access to credentials without exposing them in .env files
izan.io
Turn Any Browser Action & Data Extraction into an AI Tool in 60 Seconds
ggRMCP
A Go gateway that converts gRPC services into MCP-compatible tools, allowing AI models like Claude to directly call your gRPC services.
X (Twitter)
A comprehensive MCP server for X (Twitter) that integrates the standard v2 API with SocialData.tools to provide advanced research, analytics, and thread reconstruction capabilities without high-tier API requirements.
Chroma Working Memory
A persistent working memory server for AI development that integrates ChromaDB to provide automated codebase indexing, semantic code chunking, and bidirectional linking between chat logs and code changes.
omega-memory
Persistent memory for AI coding agents
iCloud Photos
A specialized MCP server for macOS that integrates with the local iCloud Photos library to enable semantic search and analysis of metadata including locations, labels, people, and photography patterns.
Sherlog MCP
A persistent IPython-based MCP server that provides stateful data analysis through a DataFrame-centric architecture and CLI execution, designed to minimize context overload by persisting tool outputs as variables.
3D Slicer
A bridge between 3D Slicer and AI models enabling medical professionals to interact with MRML nodes, execute Python scripts, and capture visual feedback from medical imaging scenes.
WhatsApp Cloud API MCP Server
An MCP server that enables AI agents to interact with the WhatsApp Cloud API to send text and template messages, manage media, and monitor connection health.