AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
mermaid-mcp-server
A tool-based workflow for agents to discover and visualize codebases by converting local or GitHub projects into Mermaid diagrams and rendering them as PNG images via Kroki.
mcp-pickaxe
An MCP server for the Pickaxe platform that enables AI assistants to manage agents, analyze chat logs, manipulate knowledge base documents, and handle user administration across multiple studios.
Sherlock Domains
A specialized MCP server for managing digital notes, allowing AI models to create, store, and summarize content through a structured note-taking system.
synapse-audit
A comprehensive security ecosystem that provides static and dynamic analysis to detect code vulnerabilities through CLI, VS Code, and MCP integration.
scalene-mcp
A FastMCP server providing structured access to Scalene's CPU, GPU, and memory profiling for Python projects, featuring automated bottleneck analysis and profile comparisons.
willi-mako-client
A specialized MCP server for the German energy sector providing AI-powered EDIFACT analysis, market communication automation, and regulatory compliance tools. It enables agents to process energy market data (UTILMD, MSCONS) and access a deep knowledge base of industry standards like GPKE and GeLi Gas.
Sleep
A utility MCP server that enables AI agents to implement timed delays and pauses, supporting workflow coordination and rate limiting with configurable timeout constraints.
bolor-brain-mcp
A sophisticated cognitive architecture MCP server featuring a 7-tier hierarchical intelligence system, intrinsic drive management, and self-evolving procedural skills for advanced AGI-oriented reasoning.
Famulor
A comprehensive MCP server for the Famulor Voice Agent Platform that facilitates AI-powered phone calls, campaign management, SMS messaging, and real-time voice assistant configuration.
Sketchfab
A tool-based interface for the Sketchfab API that enables searching for 3D models and downloading them directly using their unique identifiers.
OpenWRT SSH MCP Server
A containerized MCP server that enables AI agents to remotely manage OpenWRT routers via SSH, supporting system monitoring, network configuration, and OpenThread Border Router management.
educational-mcp
A specialized MCP server that provides modular educational intelligence tools including cognitive diagnosis, knowledge tracking, sentiment analysis, and personalized path planning via FastAPI endpoints.
Todo MCP Server
A robust task management MCP server that enables AI agents to track, prioritize, and manage project steps using an ordered list system with persistent storage.
Conversation Save Load
A lightweight MCP server designed for persistent conversation storage, enabling LLMs to save and retrieve dialogue context using local file system operations.
macOS Native OCR MCP Server
A high-performance macOS-native MCP server providing offline OCR for images and PDFs using the Vision framework, featuring intelligent block aggregation for complex layouts.
HR Assistant Agent
An intelligent HR management system that automates workflows for onboarding, leave tracking, meeting scheduling, and IT ticketing via natural language. It integrates employee management logic with automated email notifications to streamline administrative tasks through the Model Context Protocol.
smart-connections
MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.
expense-tracker-mcp-server
A personal finance MCP server that uses SQLite to record, categorize, and analyze expenses through natural language interactions.
pokeapi-mcp-server
A comprehensive MCP server providing 47 tools to fetch data from the PokeAPI, including detailed information on Pokémon species, moves, game mechanics, and evolutions.
Azure-AI-Image-Editor-MCP
A Model Context Protocol server that enables text-to-image generation and image editing using Azure AI Foundry models like FLUX.1.
BAMM (Fraxtal DeFi)
A specialized MCP server for interacting with Fraxtal blockchain's BAMM protocol, enabling automated position management, lending/borrowing of LP tokens, and real-time collateral adjustments.
MAXential-Thinking-MCP
A sophisticated structured reasoning toolkit that functions like 'git for thoughts,' allowing AI models to branch, revise, and navigate complex reasoning chains.
Heventure Search MCP
A privacy-focused MCP server that enables web searching via DuckDuckGo and Bing and webpage content extraction without requiring any API keys.
Lizeur (PDF OCR)
Lizeur is an MCP server that converts PDF documents into clean markdown text using Mistral AI's OCR service, featuring intelligent caching to prevent redundant processing.
Claude Conversation Memory System
A Model Context Protocol server that enables Claude to store, search, and summarize conversation history locally using full-text search and automatic topic extraction.
WeatherAPI
A weather information server that provides real-time temperature, humidity, wind conditions, and air quality data for any city globally via the WeatherAPI service.
dida-mcp-server
A specialized MCP server for hotel management that enables searching for accommodations with detailed filters, managing room bookings, and retrieving customer reviews.
Google Drive
A comprehensive MCP server for Google Drive that enables AI systems to perform file operations, manage folder structures, handle comments, and control sharing permissions.
niivue-mcp
A specialized MCP server that provides comprehensive access to Niivue documentation and API references using hybrid lexical and semantic search. It enables LLMs to search documents, browse JSDoc-derived API metadata, and retrieve structured guides for the Niivue neuroimaging visualization library.
Cowsay
A whimsical MCP server that brings the classic cowsay utility to LLMs, allowing them to generate ASCII art speech and thought bubbles using over 9 character variants like Tux, dragons, and elephants.