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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Sleep

1

A utility MCP server that enables AI agents to implement timed delays and pauses, supporting workflow coordination and rate limiting with configurable timeout constraints.

1 tool

bolor-brain-mcp

Failed
1

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.

24 tools

Famulor

1

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.

21 tools

Sketchfab

1

A tool-based interface for the Sketchfab API that enables searching for 3D models and downloading them directly using their unique identifiers.

2 tools

OpenWRT SSH MCP Server

1

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.

19 tools

educational-mcp

1

A specialized MCP server that provides modular educational intelligence tools including cognitive diagnosis, knowledge tracking, sentiment analysis, and personalized path planning via FastAPI endpoints.

5 tools

Todo MCP Server

1

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.

9 tools

Conversation Save Load

1

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

1

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.

2 tools

HR Assistant Agent

1

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.

11 tools

smart-connections

Failed
1

MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.

expense-tracker-mcp-server

1

A personal finance MCP server that uses SQLite to record, categorize, and analyze expenses through natural language interactions.

5 tools

pokeapi-mcp-server

Failed
1

A comprehensive MCP server providing 47 tools to fetch data from the PokeAPI, including detailed information on Pokémon species, moves, game mechanics, and evolutions.

47 tools

Azure-AI-Image-Editor-MCP

1

A Model Context Protocol server that enables text-to-image generation and image editing using Azure AI Foundry models like FLUX.1.

2 tools

BAMM (Fraxtal DeFi)

1

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.

8 tools

MAXential-Thinking-MCP

Needs Setup
1

A sophisticated structured reasoning toolkit that functions like 'git for thoughts,' allowing AI models to branch, revise, and navigate complex reasoning chains.

16 tools

Heventure Search MCP

1

A privacy-focused MCP server that enables web searching via DuckDuckGo and Bing and webpage content extraction without requiring any API keys.

2 tools

Lizeur (PDF OCR)

1

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.

2 tools

Claude Conversation Memory System

1

A Model Context Protocol server that enables Claude to store, search, and summarize conversation history locally using full-text search and automatic topic extraction.

3 tools

WeatherAPI

1

A weather information server that provides real-time temperature, humidity, wind conditions, and air quality data for any city globally via the WeatherAPI service.

1 tool

dida-mcp-server

1

A specialized MCP server for hotel management that enables searching for accommodations with detailed filters, managing room bookings, and retrieving customer reviews.

3 tools

Google Drive

Failed
1

A comprehensive MCP server for Google Drive that enables AI systems to perform file operations, manage folder structures, handle comments, and control sharing permissions.

25 tools

niivue-mcp

1

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.

6 tools

Cowsay

1

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.

3 tools

gorev

Validated
1

A Go-based task management system that provides AI assistants with structured project tracking, template-based task creation, and bilingual support via the Model Context Protocol.

41 tools

gia-mcp-server

Needs Setup
1

Enterprise AI governance: audit trails, compliance, human-in-the-loop gates for Claude.

AISecretary

1

A collection of modular MCP servers that automate Microsoft Outlook tasks including email, calendar, contacts, and tasks using the Microsoft Graph API.

KIMI AI

1

A Kimi AI (Moonshot) integration for MCP providing text generation via Qwen2.5-72B and vision capabilities, including built-in web search functionality powered by DuckDuckGo.

bookmark_geni_mcp

1

A specialized MCP server for indexing and semantically searching local browser bookmarks across multiple platforms using vector embeddings and RAG.

6 tools

semantic-frame

1

A tool for converting raw numerical datasets into token-efficient natural language narratives, providing deterministic analysis of trends, volatility, and anomalies for LLMs.

10 tools