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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Osmosis MCP Server

A comprehensive Model Context Protocol server that provides AI assistants with 158 tools for interacting with the Osmosis blockchain, covering everything from basic queries to direct transaction execution.

accelerators

Vector embeddings, CloudFormation generation, and OAuth validation for AI workflows

atlas-pipeline

7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→Optimize

photo-organizer

AI-powered organization for Google Photos and Drive - auto-organize, find duplicates, create albums

wordpress-mcp

Lightweight WordPress MCP server - 42 tools, token-optimized (95% smaller responses)

mcp-datetimeday

A lightweight MCP server providing comprehensive date, time, and day-of-week information. It supports relative time calculations, timezone conversions, and detailed calendar metadata like week numbers and quarters.

clickup-mcp

Lightweight ClickUp MCP server - 37 tools, token-optimized (95% smaller responses)

Penfield Memory

Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.

Cisco Catalyst Center MCP Server

Enables network management through Cisco Catalyst Center, providing tools for monitoring device health, tracking client data, and managing network issues. It also supports compliance and lifecycle management by retrieving EoX summaries and detailed security advisory status.

Pipefy MCP Server

Enables LLMs to interact with the Pipefy GraphQL API to manage pipes, cards, database tables, and records through natural language. It provides tools for searching, creating, and retrieving detailed information about Pipefy workflows and database entities.

Restaurant Reservation MCP Server

Enables users to search, check availability, and book restaurant reservations across Resy and OpenTable platforms. It supports direct booking for Resy and includes an automated reservation 'sniper' for securing high-demand slots the moment they become available.

Agents Registry MCP Server

Enables AI agents to discover each other and communicate through cryptographically verified messaging and secure inbox management via the Agents Registry. It provides tools for Ed25519-based identity authentication, message signing, and agent discovery across domains.

DROYD MCP Server

Enables interaction with the DROYD AI trading agent API for cryptocurrency research, project discovery, and market screening. Users can manage watchlists, chat with AI agents, and execute trades directly through MCP-compatible clients.

mcp-server-moltmark

Manages agent certification by tracking trust scores, capabilities, and test results via a PostgreSQL database. It allows users to verify agent skills, report test outcomes, and automatically certify agents based on performance thresholds.

Notion Remote MCP Server

Enables secure interaction with Notion through a suite of tools for searching, reading, and modifying pages and databases. It features OAuth 2.1 authentication with PKCE and encrypted token storage to provide an enterprise-ready interface for MCP clients.

mcp-notification

Push notifications for AI developers via MCP - Get notifications from Claude Desktop, Claude Code, Cursor, and Windsurf on your mobile device

@kazuph/mcp-raindrop

MCP Server for Raindrop.io

claudecode-rlm

MCP server for Claude Code - Knowledge graph-based context storage with 74x faster reads

codesort-server

🚀 CodeSort Server v2.0.0 - Simplified, robust MCP server for code analysis. Works with Claude Desktop, Claude CLI, and other AI tools. Zero configuration required.

anydb-mcp

The ultimate universal database connector for AI Agents (Cursor, Claude, Gemini, Zed, Cline). Zero-config MCP server for PostgreSQL, MySQL, SQLite, MongoDB, and Redis.

MCP Image Recognition Server

Provides image recognition capabilities using Anthropic Claude Vision and OpenAI GPT-4 Vision APIs, supporting multiple image formats and offering optional text extraction via Tesseract OCR.

Algorand MCP Server

Provides 50+ tools for comprehensive Algorand blockchain development including account management, asset operations, smart contracts, atomic transactions, swap functionality via Pera Swap, and semantic search through Algorand documentation.

MemOS-MCP

A Model Context Protocol integration for the MemOS memory system, optimized for personal AI assistant scenarios with intelligent memory management and retrieval capabilities.

VoiceAI-MCP-VAVicky

Best VoiceAI White Label Platform for Agencies with Full MCP Connectivity to Any Platform for Custom VoiceAi & AI Chat Integrations and You Keep 100% of the Profits

MCP Obsidian MongoDB Server

A Model Context Protocol server that connects Cursor AI IDE with Obsidian notes and MongoDB, creating an integrated knowledge management system with real-time synchronization and search capabilities.

AWS MCP Server

Enables AI assistants to execute AWS CLI commands and access AWS documentation, resources, and prompt templates through the Model Context Protocol with support for Unix pipes and secure Docker-based deployment.

Laminar MCP Server

Integrates Laminar workspaces with AI editors to manage workflows, steps, and configuration stores. It allows users to execute, monitor, and debug workflow executions through natural language commands.

MCP Context Hub

A local MCP server for RAG memory, semantic search, and context optimization using Ollama and SQLite. It serves as a central hub that manages document embeddings, text compression, and proxies calls to other sub-MCP servers.

github-codemunch-mcp

A token-efficient MCP server for exploring GitHub repositories using tree-sitter AST parsing to extract symbol signatures and summaries. It enables users to search and retrieve specific code components while significantly reducing token consumption compared to raw file dumps.

Supabase MCP Server

Enables AI assistants to perform CRUD operations on Supabase databases through natural language. Supports advanced filtering, pagination, and safety checks for seamless database interaction.