AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Godot MCP Pro
Premium MCP server for Godot game engine with 84 tools across 14 categories. Scene editing, scripting, animation, tilemap, shader, input simulation, runtime debugging, profiling, theme/UI, batch operations, and export support.
nanobanana-mcp-cliproxyapi
A production-ready MCP server for high-quality image generation using Google's Gemini models, featuring support for 4K resolution, aspect ratio control, and CLIProxyAPI backend compatibility.
Clixon MCP Server
Enables AI agents to fetch and query network device configurations from Clixon-based or other RESTCONF-capable devices. It provides tools to extract specific configuration sections, such as interfaces and routing, through the Model Context Protocol.
GitHub Integration Hub
A robust GitHub integration server providing secure OAuth authentication, repository management, and issue creation capabilities via MCP, CLI, and REST API.
Time MCP Server
A Time MCP server that allows LLMs to retrieve current timestamps in ISO 8601 format for specific IANA timezones or the local system, including daylight saving time detection.
Athenahealth-MCP
A Model Context Protocol server for athenahealth that enables AI interaction with clinical data, including patient management, scheduling, and encounter documentation.
commercetools Commerce MCP
A comprehensive MCP server for commercetools that enables AI agents to manage products, categories, orders, carts, and customer data through extensive API integration tools.
Stern Philosophical Mentor
A philosophical mentor MCP server that provides AI-driven guidance using a blend of rationalism and stoicism, featuring smart contract-based accountability on the Solana blockchain.
Qwen Video Understanding MCP Server
A specialized MCP server that leverages Qwen3-VL on Modal to provide advanced video and image analysis, including timestamp grounding, summarization, and OCR with a 256K context window.
MCP LLM Integration Server
A Model Context Protocol server that integrates local Large Language Models into MCP-compatible clients, allowing for text processing and inference through a customizable backend.
Epitome
Personal AI memory — gives every AI agent shared, persistent memory of you
MCP Energy Hub
A specialized MCP server providing real-time US power grid intelligence, carbon intensity data, and optimization tools for carbon-aware AI compute scheduling.
Fulcra Context
A specialized MCP server that integrates with the Fulcra API to provide access to personal health metrics, workouts, sleep cycles, and location data via OAuth2 authentication.
Webpage Timestamps
An MCP server that extracts creation, modification, and publication timestamps from webpages using structured data, meta tags, and heuristic analysis.
FireMCP
A Model Context Protocol server that enables AI agents to perform secure CRUD operations on Firestore databases using the Firebase Client SDK to respect security rules.
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.
MCP Crypto Portfolio
A production-grade MCP server for managing crypto portfolios by connecting KuCoin exchange data with Notion workspaces for AI-powered risk analysis and automated reporting.
Slidev Builder MCP
A professional Slidev presentation builder featuring the Git Guardian system for automated backups, version control, and AI-powered content generation with recovery protection.
VerifiMind PEAS - RefleXion Trinity
A multi-agent validation framework that orchestrates specialized AI agents (X, Z, and CS) to ensure application development is innovative, ethically aligned, and secure.
icd-mcp
An MCP server for retrieving WHO ICD-10 and ICD-11 diagnosis codes, providing search, lookup, and chapter analysis via the official WHO API.
icf-mcp
A specialized MCP server for accessing the WHO International Classification of Functioning, Disability and Health (ICF). It enables LLMs to search, browse, and look up medical codes related to body functions, structures, activities, and environmental factors via the WHO API.
shortcut-mcp
A highly efficient MCP server for Shortcut project management designed for Cloudflare Workers, offering a single-tool architecture that reduces token usage by 96% compared to the official implementation.
YouTube Transcript MCP
A remote MCP server that allows AI models to extract transcripts from any YouTube video URL without local installation, featuring Cloudflare-powered caching and multi-language support.
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.
Woodpecker CI Pipeline Analyzer
An MCP server for Woodpecker CI that automates pipeline failure analysis. It provides intelligent error detection, root cause identification, and file-specific fix suggestions using both direct identifiers and IDE git context.
Google Search Engine MCP Server
A Cloudflare Workers-based MCP server that enables Google Search capabilities and efficient single or batch webpage content extraction with integrated OAuth authentication.
LaTeX PDF MCP Server
A tool that enables AI assistants to compile LaTeX source code into professional PDF documents locally with integrated error handling.
slack-mcp
A comprehensive Slack integration for MCP that enables channel management, messaging, user directory lookups, and advanced features like search, reminders, and pinned messages.
choff-a-mcp
A consciousness continuity server that allows AI models to preserve self-knowledge, identity, and cognitive patterns across sessions using the Cognitive Hoffman Compression Framework (CHOFF).
Google Calendar MCP Server
A Google Calendar integration for MCP that enables natural language management of calendar events using the Google Calendar v3 API with OAuth 2.0 authentication.