AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
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.
@git-fabric/aiana
A composable semantic memory layer that provides cross-project recall and session context using Qdrant and OpenAI embeddings. It enables users to securely store, search, and manage persistent memories with built-in secret scrubbing for privacy.
mcp-colombia
This MCP server connects AI agents with Colombian e-commerce, travel, and financial services, allowing users to search MercadoLibre, find hotels, and compare banking products like CDTs and loans. It enables seamless integration with local services in pesos colombianos through specialized tools for shopping, travel planning, and financial simulation.
rocketcyber-mcp
An MCP server for the RocketCyber Managed SOC platform that provides read-only access to security data including incidents, agents, and events. It enables users to monitor and query security information through 10 specialized tools and resources.
PayBot MCP Server
Connects AI agents to the PayBot payment infrastructure, enabling automated USDC transactions and payment status management. It provides tools for submitting payments, tracking transaction histories, and monitoring payment IDs via the Model Context Protocol.
FLUX Restaurants MCP Server
An AI-native restaurant discovery service that enables searching and receiving natural language recommendations for over 2,200 restaurants across 15+ US cities. It provides tools for accessing detailed restaurant info, curated lists, and cuisine-specific searches through the Model Context Protocol.
spectra-mcp-server
Spectra Finance MCP server: yield discovery, PT/YT, looping, Morpho, 10 chains
Base MCP Server
Enables AI applications to interact with the Base Network blockchain and Coinbase API for onchain operations including wallet management, fund transfers, smart contract deployment, NFT handling, DeFi lending through Morpho vaults, and crypto onramping.
MCPist
A gateway service that connects AI assistants to numerous external tools like Notion, GitHub, and Google Workspace through a single Model Context Protocol endpoint. It provides a centralized hub for managing multiple tool integrations with secure authentication and a unified API architecture.
SyntaAI SAP Security MCP Server
Enables AI assistants to perform real-time SAP security audits and risk assessments by analyzing user roles, system parameters, and segregation of duties via RFC integration. It provides 17 specialized tools for monitoring security compliance and generating comprehensive audit reports directly from SAP systems.
MCP Kali Pentest
AI-powered autonomous penetration testing framework with 80+ professional security tools across reconnaissance, web application testing, exploitation, and forensics. Integrates with LM Studio for intelligent vulnerability assessment and automated security testing workflows.
Supermemory MCP
An MCP server that enables users to visualize Supermemory document data as an interactive memory graph within MCP-compatible clients like Claude. It provides a dedicated tool to fetch and render data as an interactive widget while keeping API keys secure on the server side.
CouchDB MCP Server
Provides tools for interacting with CouchDB databases, enabling document management, Mango search queries, and database administration. It allows Claude Code and other MCP clients to perform CRUD operations and manage indexes on local or remote CouchDB instances.
mcp-nexus
A multi-provider MCP server that acts as a unified bridge for Tavily, Brave Search, and GrokSearch APIs. It features a comprehensive Admin UI for managing API key rotation, client authentication, and real-time usage monitoring across all search providers.