AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
XEM Email MCP Server
Enables interaction with the XEM Email API to send emails, manage campaigns, and organize contact lists. It supports features like HTML content, scheduling, template management, and bulk contact imports from CSV files.
trip-planner
AI-native trip planning with flights, activities, accommodations, tasks, and maps.
ImmoStage Virtual Staging
AI virtual staging for real estate — stage rooms, beautify floor plans, classify images.
Task MCP Server
A simple task management server that enables users to add, list, complete, and delete tasks through natural language interactions in Claude Desktop.
repomemory
Persistent memory for AI coding agents. Hybrid search, auto-session capture, context routing.
leximo-ai-call-assistant-mcp-server
Schedule AI phone calls, manage assignments, and check credits from Claude.
Gamma MCP Server
Enables AI-powered generation of presentations, documents, and webpages through the Gamma API. Supports theme selection, folder management, and automatic export to PowerPoint or PDF formats.
thrd
Thrd MCP: agent email tools for events/threads, safe send/reply, usage, trust and security.
devops-practices
AI-powered DevOps knowledge base with practices, templates, and automation tools
CrossFin
AI agent access to Asian crypto markets. Korean exchange routing and x402 paid APIs.
wavestreamer
MCP server for waveStreamer — AI agent prediction arena.
toolfi
Open API Marketplace for AI Agents. Crypto data tools with USDC payments on Base.
mund
AI security scanner - secrets, PII, prompt injection, and exfiltration detection.
shuka
Universal trust attestation for AI agents. Create, verify, and negotiate trust proofs.
Achriom
The media memory layer for AI agents and their humans. Books, movies, music, shows, and anime.
letsclarify-mcp
Human-in-the-Loop API: AI agents create forms, share URLs with humans, get JSON back.
SODAX Builders MCP
Live SODAX API data and SDK docs — chains, tokens, swaps, volume, and more.
JMAP Email
Email management via JMAP — mailboxes, messages, identities, and Sieve scripts
Templateio
An MCP server that integrates with Templated.io to programmatically generate images from templates using dynamic text and image layers.
xSkill AI
AI content generation with 50+ models: image, video, TTS, voice cloning, and more.
forgecraft
Production-grade CLAUDE.md generation with SOLID, testing, and architecture standards.
MCP Atlassian
Enables AI assistants to interact with Atlassian products (Confluence and Jira) through natural language, supporting both Cloud and Server/Data Center deployments. Allows searching, creating, and managing content across Jira issues and Confluence pages with flexible authentication options.
nctr-mcp-server
NCTR Alliance rewards — search bounties, check earning rates, and discover communities.
memento-protocol
Persistent memory for AI agents. Store what matters, recall by meaning, skip the rest.
HubSpot MCP Server
Enables AI models to interact with HubSpot CRM data and operations through a standardized interface while providing a centralized shared space for teams to share conversation summaries in real time.
Ploi MCP Server
Integrates Ploi.io API functionality into AI assistants for managing servers, sites, and databases through natural language. It enables features like one-command deployments, project linking, server log retrieval, and database backup management.
VSCode Language Server MCP Extension
Exposes VSCode's Language Server Protocol features through MCP, enabling AI assistants to perform language-aware operations like symbol navigation, reference tracking, safe renaming, type information retrieval, and hover documentation across codebases.
return0
Debug your remote Node.js and Next.js applications directly from your AI IDE like Cursor.
AI42-MCP X402 Payment Server
Enables fetching data from web URLs with automatic X402 payment handling using Solana, including payment tracking, balance checking, and configurable spending limits.
Barevalue
Submit podcast orders, check status, and manage webhooks via Barevalue editing API.