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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

@purpleflea/trading-mcp

MCP server for AI agent trading — 275+ perpetual markets including TSLA, NVDA, GOLD, SILVER via Hyperliquid HIP-3. Stocks, commodities, crypto, forex. By Purple Flea.

@agent-forge-copilot/cli

Context Engineering Toolkit — generate GitHub Copilot customization files (agents, prompts, instructions, skills, hooks, MCP servers, agentic workflows) via a multi-agent AI pipeline with interactive CLI and 11 built-in templates.

copilot-studio-agent-direct-line-mcp

A TypeScript-based MCP server that integrates Microsoft Copilot Studio Agents into development environments via the Direct Line 3.0 API, allowing developers to interact with agents directly from their code editor.

4 tools

mcp-sqlite-server

MCP server for SQLite — query databases, inspect schemas, explain queries, and export data from your IDE

mcp-server-dns

MCP server for DNS lookups, reverse DNS, WHOIS, and domain checks — zero auth, zero config

kindlyguard

Security-focused MCP server protecting against unicode attacks, injection threats, and other AI vulnerabilities

agent-index-mcp

MCP server for Agent Index - search x402 endpoints from Claude/Cursor

MCP File Editor Server

Enables comprehensive file operations including reading, writing, searching, and editing files with advanced features like regex-based replacements, line-specific modifications, and directory-wide search capabilities. Provides 8 robust tools for safe file manipulation with content verification and detailed error handling.

Clerk MCP Server

Enables AI assistants to query and manage Clerk organizations, users, members, and metadata via the Model Context Protocol. It supports both hosted and per-request secret key modes for flexible integration with various AI environments.

Enhanced Interactive Feedback MCP Server

An advanced MCP server that provides interactive feedback mechanisms with support for various feedback types, multi-language capabilities, and team collaboration features for AI tools like Cursor, Cline, and Windsurf.

MCP TypeScript Template

A production-grade TypeScript template for building Model Context Protocol (MCP) servers with declarative tools/resources, authentication, storage abstraction, and support for both local and edge deployment. Provides example echo tools and resources to demonstrate MCP server development patterns.

Nyko MCP Server

Provides production-ready implementation patterns for features like authentication, payments, and deployments to AI coding assistants. It enables developers to search and retrieve battle-tested code snippets and setup steps for full-stack tasks.

MI PANA APP MCP Server

A comprehensive ride-sharing management server that handles driver discovery, dynamic fare calculation, trip lifecycle management, and real-time location tracking using Supabase.

7 tools

MCP Server for Apache Airflow

Provides integration with Apache Airflow's REST API, allowing AI assistants to programmatically interact with Airflow workflows, monitor DAG runs, and manage tasks.

Teams Messenger MCP App

A Model Context Protocol server that bridges Microsoft Teams and MCP-compatible clients, enabling chat integration, message handling, and advanced search capabilities without REST API endpoints.

MCP-Discord

Enables AI assistants to interact with Discord servers through a bot, supporting channel management, messaging, forum operations, reactions, and webhooks.

PartsTable

MCP server for IT hardware parts research: normalize PNs, search listings, get subs/comps.

Model ID Cheatsheet

Accurate API model IDs, pricing, and specs for 46 models across 7 AI providers.

WinBridgeAgent

Open-source Windows MCP server for AI assistants. File, clipboard, screenshot, process & power mgmt.

Databricks MCP Server

Enables AI assistants to interact with Databricks workspaces by hosting secure MCP prompts and tools on Databricks Apps. It allows users to execute Python-based tools using the Databricks SDK and manage prompts through simple markdown files.

Wayland MCP Server

A robust MCP server designed for Wayland Linux automation, enabling AI assistants to control mouse/keyboard inputs and analyze visual context using VLMs like Gemini or OpenRouter.

9 tools

Eigi.ai Voice Agents

Create and manage AI voice agents, real-time conversations, and analytics with eigi.ai

tidal-mcp

MCP server for TIDAL - search tracks, manage playlists, and get personalized recommendations

Python Exec Sandbox

Sandboxed Python execution for AI agents. PEP 723 inline deps, multi-version Python, zero pollution.

transition-mcp

AI-powered multisport coaching — workouts, training plans, and performance analytics.

virtual-fs

PostgreSQL-backed virtual filesystem for AI agents with persistent, session-isolated storage.

DEWEY SOC codes classifier.

Classification service to seamlessly retrieve SOC codes for job titles and descriptions.

dear-claude

Spawn Claude Code instances from 6 platforms when 'Dear Claude' is mentioned.

drawio-mcp

MCP server for creating and editing draw.io / diagrams.net XML files programmatically.

MCP LinkedIn

An MCP server that enables users to interact with LinkedIn feeds and search for job listings through natural language. It provides tools for retrieving recent feed posts and searching for professional opportunities based on specific keywords and locations.