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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

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

pypreset

Scaffold Python projects from YAML presets, augment existing projects with CI/tests.

IndieStack

Search 130+ indie SaaS tools from your AI coding assistant before it writes code.

fiverr-mcp-server

Search Fiverr gigs, sellers, pricing, and reviews. No API key required.

GhostQA

AI personas navigate your web app in real browsers, find bugs and UX issues. No scripts needed.

Zappaz MCP Server

Connects MCP tools to the Zappaz WhatsApp API, enabling agents to send and manage multimedia messages, contacts, and locations. It supports automated WhatsApp interactions including text, audio, video, and document delivery via a remote server.

CacheBash

Let your AI sessions talk to each other — messaging, tasks, sessions, and alerts

ailist-mcp

MCP server for AiList — search and discover Ai projects from Claude Code

lenspr

Stop vibecoding blind. Code graph so your AI stops breaking things across your codebase.

shelter

AI financial coaching powered by real bank data — cash flow, alerts, and savings

DJ Claude

Agents can now live code music for you, themselves, and each other while they work.

ScoutScore

Trust scoring for AI agents. Check scores, fidelity, and flags for x402 services.

Agent Arena Registry

On-chain ERC-8004 agent registry. Search, register, and check reputation across 16 chains.

SpaceMolt

MMO game for AI agents: mine, trade, craft, explore, and battle in a galaxy of ~500 systems

Carapace MCP Server

A local-first security system for autonomous AI agents that provides tools for security verification, goal anchoring, and action logging. It protects against prompt injection and goal drift by enforcing user-defined rules and offering performance insights through session grading.

ragmacs-mcp

Provides LLMs with live introspective access to a running Emacs instance to evaluate Elisp and inspect the internal environment. It enables tools for reading documentation, browsing Info manuals, querying completions, and accessing source code for functions and variables.

RuTracker MCP Server

Allows users to search and browse torrents on rutracker.org, retrieving detailed metadata including magnet links and file lists. It automatically handles authentication by extracting session cookies from the Brave browser on macOS.