AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Memex
Memex is a persistent memory layer for AI agents that manages a local knowledge base of guides and contexts using semantic vector search and a structured markdown file system.
Rust Minidump MCP
A specialized MCP server that transforms Windows minidump files into readable stack traces and provides AI-powered crash analysis to help developers identify root causes of application failures.
Data.gouv.fr & IGN
A comprehensive MCP server providing access to France's national open data (data.gouv.fr), official IGN geographic services, and administrative divisions for urban research and location-aware applications.
temple-bridge
A sovereign MCP server that enables a 100% local AI agent with persistent memory and recursive governance through the Spiral Protocol. It binds the 'back-to-the-basics' action layer with 'threshold-protocols' for governed, stateful execution.
Outlook MCP Server
A privacy-focused MCP server that enables local, AI-powered email management for Microsoft Outlook via win32COM, supporting natural language search, composition, and batch processing.
OpenEnded Philosophy MCP Server
A sophisticated philosophical reasoning server that integrates Non-Axiomatic Reasoning Systems (NARS) with philosophical pluralism to provide multi-perspective analysis, truth maintenance, and epistemic uncertainty tracking.
tip.md x402 + CDP MCP Server
Enables AI agents to facilitate cryptocurrency tipping using the x402 payment protocol and Coinbase Developer Platform (CDP) for automated disbursements on Base and Solana.
Sound Effects MCP
A tool for Claude Desktop and Claude Code that plays situational sound effects (task completion, insights, or errors) to enhance workflow feedback on macOS.
Canvas Academic Assistant
Connects Claude Desktop to the Canvas Learning Management System (LMS), allowing students to interact with their courses, assignments, grades, and calendar through natural language.
Polymarket MCP Server
A robust MCP server that enables AI assistants to query Polymarket prediction markets for real-time odds, historical price data, order books, and trending markets across diverse categories like politics and crypto.
MCP Graylog Server
A Model Context Protocol server that enables AI assistants to query and analyze log data via Graylog using Elasticsearch syntax, offering advanced search, stream management, and log statistics.
DocsetMCP
DocsetMCP grants AI assistants offline access to 165+ local Dash documentation docsets and cheatsheets, covering extensive programming languages and developer tools via direct SQLite queries.
agent-identity-protocol
A zero-trust security proxy for the Model Context Protocol that provides per-tool authorization, data loss prevention (DLP) scanning, and human-in-the-loop approval for AI agents.
mcp-server-bloomfilter
MCP server for Bloomfilter, a domain registration service for AI Agents.
obsidian-mcp
A robust MCP server designed for interacting with Obsidian vaults, offering natural language querying, graph-aware search, and advanced knowledge management tools like note auditing and synthesis detection.
x-mcp
An MCP server that provides AI agents with full access to the X (Twitter) API for posting, searching, and managing engagement through natural language. It supports comprehensive tools for tweet management, media uploads, and account analytics across multiple MCP-compatible clients.
Anki MCP Server
A comprehensive MCP server for managing Anki flashcards, supporting bulk note operations, media management, and AI-powered audio generation via Google Cloud TTS.
asap-protocol
The production-ready standard for async agent orchestration. Stateful and MCP-compliant communication for distributed AI workflows.
discord-mcp
Manage your entire Discord server from Claude Code, Claude Desktop, Cursor, or Windsurf via MCP. 134 admin tools across 20 categories. Interactive setup wizard included.
Orchestrator-MCP
A sophisticated MCP orchestrator that connects multiple servers (filesystem, git, search, etc.) through an AI enhancement layer for intelligent tool routing and multi-step workflow automation.
Leantime MCP Bridge
A robust TypeScript-based proxy bridge using the official MCP SDK to connect clients with the Leantime project management system for managing projects and tasks.
Autoform (Slovensko.Digital)
An MCP server for the Slovensko.Digital Autoform API, enabling detailed searches of Slovak corporate entities by name or IČO (CIN) with access to structured business registry data.
HeadHunter (hh.ru)
A comprehensive MCP server for HeadHunter (hh.ru) that enables AI assistants to search for job vacancies, manage resumes, and automate job applications with intelligent matching and scoring.
X64Dbg MCP Server
A comprehensive MCP server enabling AI-assisted reverse engineering and debugging through deep integration with x64dbg. It provides over 80 tools for control over breakpoints, memory, registers, and process execution within the x64dbg environment.
Keeper Secrets Manager
A tool-focused MCP server for Keeper Secrets Manager that enables AI agents to securely perform CRUD operations on secrets and folders, manage file attachments, and retrieve TOTP codes while maintaining human-in-the-loop security.
Pane
Pane provides a visual communication layer for AI agents, allowing them to render diagrams, interactive forms, and maintain persistent state via a web interface.
Wanyi Watermark Remover
A specialized MCP server for extracting watermark-free videos and images from Douyin and Xiaohongshu, featuring automated link parsing and AI-powered video transcription.
React Native Godot
An MCP server providing intelligent access to React Native Godot documentation, offering tools for platform-specific setup, API references, troubleshooting, and code examples.
Tenets
Local-first MCP server that aggregates intelligent code context using NLP ranking and automatically injects project-specific guiding principles (tenets) into AI prompts.
Keyboard Maestro MCP Server
A robust macOS automation toolkit that allows AI clients to control a machine through deep integration with Keyboard Maestro, featuring macro execution and variable management.