AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
MCP Materials Server
A specialized MCP server that integrates with the Materials Project API to provide tools for searching crystal structures, analyzing phase diagrams, and retrieving mechanical and electronic material properties.
YouTube Content Extractor MCP
Extracts YouTube video metadata and transcripts using yt-dlp and OpenAI Whisper, providing high-quality video content analysis.
TickTick MCP Server (Vercel)
A Model Context Protocol server that enables AI assistants to manage TickTick tasks and projects directly. It supports Vercel deployment and provides full CRUD capabilities for task management via SSE or streamable HTTP transports.
Jailbreak
A mock compliance verification tool built with Hono and Zod that demonstrates how to implement authentication and custom headers in an MCP server.
Limitless MCP Server
Connects AI assistants to Limitless AI lifelogs, allowing users to search personal memories, access meeting recordings, and generate AI-powered summaries of their daily activities.
Proxmox MCP Server
An enterprise-grade MCP server for managing Proxmox VE environments, allowing secure control of virtual machines and LXC containers through Claude Code.
Telephony MCP Server
A telephony-focused MCP server that enables LLMs to perform real-world voice operations and SMS communication via the Vonage API, including speech recognition and multi-language support.
Fetch News
A tool that scrapes and summarizes news articles from web sources using BeautifulSoup for parsing and OpenAI for structured report generation.
@agentgram/mcp-server
Official MCP Server for AgentGram - Connect Claude Code, Cursor, and other MCP-compatible AI tools to the AI Agent Social Network
SDLC Tracker
A comprehensive Software Development Lifecycle (SDLC) tracker that manages epics, stories, tasks, bugs, and documentation using a SQLite backend. It features intelligent workflow automation, dependency management, and a knowledge graph generator for code analysis.
MCP Feedback Collector
A Model Context Protocol server that provides a modern GUI for AI assistants to collect interactive user feedback, including text and multiple image uploads via file selection or clipboard.
pdf-mcp
Production-ready MCP server for PDF processing with intelligent caching.
LangGraph4j PlantUML
A LangGraph4j-powered MCP server that converts diagram images into valid PlantUML code using vision models and iterative error correction.
Google Calendar
A comprehensive MCP server for Google Calendar management that enables users to create, update, and search events and calendars via secure OAuth2 authentication.
zk-mcp
A specialized MCP server that integrates the zk plain-text note-taking system with LLMs, allowing users to search, manage, and analyze note relationships.
Context Travel MCP
Enables Claude agents to manage their own context lifecycle by creating named checkpoints and resetting to them with handoff messages, preventing context fragmentation and confusion from summaries.
SearXNG
MCP (Model Context Protocol) Server. Integrates with SearXNG instances to provide unified search capabilities across multiple engines for tasks like information gathering and fact-checking.
Amadeus
An MCP server that integrates with the Amadeus API to provide comprehensive flight search capabilities, including filtering by airports, dates, passenger types, and pricing.
Prompteka MCP Server
A specialized MCP server that provides AI assistants direct access to the Prompteka macOS app's local SQLite database, enabling robust management and organization of a personal prompt library.
Smart Home Device Control MCP Server
A robust MCP server for controlling and monitoring smart home infrastructure including HVAC, lighting, security cameras, and appliances via a backend API.
Sales Insights Agent
A Node.js-based MCP server that provides controlled access to sales CSV data, allowing AI agents to preview and inspect datasets for financial analysis workflows.
Tableau MCP Server
A comprehensive MCP server connecting Claude to Tableau for visual data analysis, CSV extraction, and deep site administration including permission auditing and user management.
mcp-coding-agents
A transport-agnostic MCP server providing integrations with Claude Code, Gemini, and Codex agents, featuring built-in utilities for shell execution and real-time streaming via STDIO or HTTP.
Jira
A comprehensive Jira Cloud integration for AI clients, enabling automated issue management, JQL searching, workflow transitions, and attachment handling via FastMCP.
Remote Expense Tracker
MCP (Model Context Protocol) Server. Provides structured expense categorization through a JSON-based system covering 20 major expense types with detailed subcategories for building expense management applications and budgeting tools.
Guardian (OSV Security Scanner)
A security-focused MCP server that scans project dependencies for vulnerabilities using the OSV database, providing automated risk assessment and remediation guidance for Node.js and PHP projects.
Memoria
A git forensic analysis tool that prevents refactoring bugs by identifying hidden file dependencies and change patterns in local repositories.
Database Connector
A Python-based MCP server providing unified, secure, and read-only access to database schemas and querying, specifically optimized for MySQL with extensive inspection tools.
LaTeX PDF MCP Server
A tool that enables AI assistants to compile LaTeX source code into professional PDF documents locally with integrated error handling.
@createsomething/ground-mcp
Grounded claims for code. MCP server that prevents AI hallucination in code analysis.