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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

DP-MCP Server

A comprehensive Data Platform server that enables seamless integration between PostgreSQL databases and MinIO object storage, with AI-powered natural language query capabilities.

IndieStack

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

cntx-ui

Provides AI tools with direct access to project file bundles and structure through MCP resources and tools, enabling context-aware development workflows with real-time bundle management.

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.

tool-index-mcp

MCP client for AgentHub Tool Index — query 20,700+ AI tools, MCP servers, and agent skills

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.

@agentutil/verify-mcp

MCP server — structured verification and trending data tools

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

Superjolt MCP Server

Enables AI-powered infrastructure management of JavaScript applications via natural language commands, allowing users to deploy, configure, and manage cloud services through Claude Desktop.

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.

Meme MCP Server

A Model Context Protocol server that enables AI models and tools to generate meme images from user prompts using the ImgFlip API.

spectra-mcp-server

Spectra Finance MCP server: yield discovery, PT/YT, looping, Morpho, 10 chains

Mixpanel MCP

A server that interfaces with the Mixpanel API, allowing users to query events data, retention, and funnels through natural language from any MCP client like Cursor or Claude Desktop.

MCP Salesforce Connector

A server implementation that enables LLMs to interact with Salesforce data through SOQL queries, SOSL searches, and API operations including retrieving, creating, updating, and deleting records.

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.