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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

MCP Media Player

Connects Home Assistant media players to Cursor, enabling automated playback control based on agent activity to manage work-break cycles.

2 tools

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.

Linear Issue Tracker

MCP (Model Context Protocol) Server. Integrates with Linear's issue tracking system to enable searching, creating, and updating issues, managing comments, and retrieving team information directly through conversation interfaces.

9 tools

Content Automation MCP Server

Enables automated content generation and scheduling for Instagram and Pinterest via the Late API. It allows users to manage publications, generate AI-powered captions, and schedule posts or stories using natural language commands.

Scrappey

MCP (Model Context Protocol) Server. Bridges AI models with Scrappey's web automation platform, enabling browser session management, HTTP requests, and complex browser actions while automatically handling anti-bot protections and enhancing web content with CSS selectors for interactive elements.

7 tools

PM-MCP (Portfolio Management MCP Server)

AI-powered portfolio management and investment analysis server that enables theme-based investment research, portfolio evaluation, market data analysis, news monitoring, SEC filings retrieval, and automated report generation with Obsidian integration.

openai-tool2mcp

A lightweight bridge that wraps OpenAI's built-in tools (like web search and code interpreter) as Model Context Protocol servers, enabling their use with Claude and other MCP-compatible models.

Puch AI MCP Starter

A starter template for creating MCP servers that work with Puch AI, featuring built-in tools for job searching and image processing. Includes job description analysis, job posting fetching, job search capabilities, and image-to-grayscale conversion with bearer token authentication.

AgentHC Market Intelligence

Market intelligence for AI agents. Real-time data, cross-market analysis, and regime detection.

agentpmt

AI agent marketplace for automated employees, workflows, skills, and tool orchestration.

Zigpoll

Analyze Zigpoll survey responses, track trends, and get AI-powered insights.

Sitecore MCP Server

Enables AI assistants to interact with Sitecore CMS through GraphQL API, providing item operations, version control, navigation, and content management capabilities. Supports natural language commands and slash command menu interface for querying Sitecore items, templates, and hierarchies.

enfusion-mcp

An MCP server for Arma Reforger and Enfusion engine modding that enables users to create mods, search API classes, and generate scripts through natural language. It provides a comprehensive suite of tools for scaffolding addons, generating prefabs, and building projects using the Workbench CLI.

Discord MCP Server

Enables AI models to interact with Discord using human-readable channel names and usernames through smart target resolution and automatic mention processing. It provides tools for sending messages, reading channel history, and searching for content without requiring manual snowflake ID lookups.

mcp-server

Interact with Counterparty — the token protocol on Bitcoin. Query, compose, sign.

BTCFi API

Bitcoin data for AI agents. 27 tools with x402 micropayments. No API keys needed.

aifp

Database-driven FP enforcement and project management for AI-maintained codebases

Bilt

AI agents autonomously build and deploy mobile apps through natural language workflows

deadends.dev

Structured failure knowledge for AI agents — dead ends, workarounds, error chains

Compliance Auditor MCP

City hiring-compliance MCP server with regulation search and full audit risk scoring.

MessengerFlow MCP Server

Enables AI assistants to manage marketing campaigns, Facebook accounts, and lead generation tasks through the MessengerFlow platform. It provides tools for interacting with messaging inboxes, scraping leads, and accessing real-time performance analytics.

xiaozhi-mcp

A framework for extending AI capabilities through remote control, calculations, and email operations using the Model Context Protocol. It provides a configuration-driven interface supporting multiple transport types including stdio, SSE, and HTTP.

MCP4DRL

Exposes a trained Deep Q-Network agent for business process resource allocation, enabling natural language interaction with reinforcement learning models. It provides tools for simulation control, Q-value analysis, and action explainability to make complex decision-making transparent.

@cochatai/x-mcp-server

Enhanced MCP server for X with OAuth 2.0 support, media uploads, and LLM-friendly rate limiting.

Telbase

Deploy any web project with one command. AI-native platform with self-healing feedback.

trading

AI-powered trading strategy development: backtesting, market data, and portfolio analysis