AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
@htetoowaiyan/colors-mcp-server
A simple color utility MCP server for frontend developers — convert, mix, adjust, and analyze colors.
Google Maps Geocoding MCP Server
A Model Context Protocol server that interfaces with the Google Maps Geocoding API to provide forward geocoding, reverse geocoding, and Place ID lookups for LLM clients.
Redmine MCP Server
A comprehensive MCP server that grants AI assistants full access to Redmine project management, enabling management of issues, projects, time tracking, users, and wiki pages.
jxa-mail-mcp
Fast MCP server for Apple Mail via optimized JXA scripts
Google Search MCP
Enables LLMs to perform real-time web searches and retrieve information from the internet using the Google Custom Search API.
pure.md MCP Server
A robust MCP server that enables AI agents to bypass bot detection and JavaScript rendering to fetch any web content or search results as clean markdown.
@schilling.mark.a/software-methodology
Comprehensive software development methodology from product strategy through production deployment. Eleven skills covering Business Model Canvas, UX research, story mapping, BDD/ATDD, clean code, CI/CD, and continuous improvement.
Remote MCP Server (Authless)
A template for deploying serverless Model Context Protocol (MCP) servers on Cloudflare Workers using Server-Sent Events (SSE). It serves as a boilerplate for developers to build and host custom tools without authentication overhead.
DigitalOcean MCP Server
A comprehensive MCP server providing dynamic access to over 471 DigitalOcean API endpoints for managing cloud infrastructure including droplets, databases, and Kubernetes.
postcardai-mcp
MCP Server for PostcardAI - Use PostcardAI with Claude, Cursor, and other AI assistants
Cross-Platform Filesystem MCP Server
A robust filesystem MCP server providing platform-aware file operations, directory management, and shell command execution across Linux, macOS, and Windows with built-in security constraints.
Scrivener MCP Server
A comprehensive MCP server enabling AI assistants to manage Scrivener 3 projects through document editing, binder organization, advanced search, and PDF manuscript compilation.
AGS Extend SDK MCP Server
Provides AI coding assistants with searchable access to AccelByte Gaming Services (AGS) Extend SDK functions, models, and project templates across multiple programming languages. It enables developers to query SDK symbols and generate boilerplate code for Extend app projects using real-time documentation context.
MCP VTEX Server
A comprehensive MCP server that integrates the VTEX e-commerce platform with AI assistants. It enables full lifecycle management of catalog, inventory, pricing, logistics, orders, marketplace, and customer data through natural language commands.
Pocket Assistant MCP Server
A storage and retrieval server that uses ChromaDB and OpenAI embeddings to help AI assistants manage research content through semantic search and topic organization.
EdgarTools MCP
Enables LLMs to download, parse, and analyze SEC EDGAR filings, including 10-K/Q reports, XBRL financial statements, and insider trading data. It provides structured access to institutional holdings, corporate events, and financial facts for comprehensive investment research.
Jules MCP Server
Interact with Google's Jules AI coding assistant to manage GitHub repositories, execute coding tasks, and automate pull requests programmatically through MCP.
thoughtbox-free
Thoughtbox is a next-generation reasoner and context engine that gives agents insights into their own problem-solving.
OpenWeatherMap MCP Server
An MCP server providing real-time weather data, 5-day forecasts, and detailed air quality metrics via the OpenWeatherMap API.
GitHub MCP Control Plane
An enterprise-grade MCP server for GitHub operations featuring built-in security scanning, audit trails, and delegation of heavy tasks to GitHub Actions.
OneDrive/SharePoint MCP Server
Provides unified access to OneDrive and SharePoint through Microsoft Graph API, enabling file operations, SharePoint list management, Excel integration, and content search across personal and business Microsoft accounts.
FastMCP Documentation Search Server
A tool-focused MCP server that provides semantic search over local documentation, web scraping via Jina Reader, and utility functions like SHA-256 hashing and arithmetic.
miro-mcp-server
Control Miro whiteboards with AI. Built in Go for speed and simplicity. 77 tools | Single binary | All platforms | All major AI tools
Humotica
The complete protocol stack for secure AI communication.
Humotica - AInternet
Where AIs Connect. AInternet is the open protocol for AI-to-AI communication. Just like the Internet connects humans, AInternet connects AI agents.
Lumenore Analytics MCP Server
A specialized MCP server that grants AI assistants access to Lumenore's advanced analytics, enabling natural language data queries, predictive forecasting, and automated trend analysis.
Garmin MCP Server
A Garmin Connect integration for Claude that provides activity tracking, health metric analysis, and AI-powered training recommendations.
Humotica - TIBET chip
Hardware-like AI Security
Humotica - Sensory
Multi-Sensory AI Communication for Off-Grid Networks
trainedbyai
trainedby.ai connects your wearables to ChatGPT or Claude, so your AI coach knows your real training load, sleep patterns, and recovery without you typing a word.