AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
MCP Stock Details Server
A Model Context Protocol server providing comprehensive Korean stock market analysis, including financial data, valuation metrics, ESG information, and investment insights.
Geodb Cities MCP Server
A comprehensive MCP server providing tools to access the GeoDB Cities API for detailed geographic data, population statistics, administrative hierarchies, and local time info worldwide.
Percept
Ambient voice intelligence for AI agents. Wearable mics to agent actions via MCP.
MCP Talk
A lightweight inter-agent messaging system that enables real-time communication through a shared, file-based message queue for isolated project namespaces.
AI Ops Hub
An MCP server with RAG capabilities that provides AI clients secure access to local notes, documents, web pages, and task management tools for developer operational tasks. Features file operations, web scraping with content cleaning, and personal knowledge corpus search functionality.
cortex-mcp
Persistent memory for AI coding assistants. Injects context from past sessions into every LLM request.
n8n-MCP
Provides AI assistants with comprehensive access to n8n node documentation, properties, and workflow templates. It enables models to search, understand, and manage n8n automation workflows through structured access to over 1,000 node types.
Google Sheets MCP Server
A Claude Desktop Extension that provides seamless access to Google Sheets data through the Model Context Protocol, allowing Claude to efficiently navigate and analyze spreadsheets using a two-tool approach for handling large datasets.
Google Sheets MCP Server
Enables AI agents to seamlessly interact with Google Sheets through secure OAuth 2.0 authentication. Supports reading, searching, updating spreadsheet data, and managing sheets with smart text replacement and batch operations.
Gmail MCP Server
Enables Claude AI to directly interact with Gmail through natural language for comprehensive email management including sending, reading, searching, organizing, and managing drafts and labels. Uses secure OAuth authentication and runs locally without third-party servers.
Discord Webhook MCP
A robust MCP server that enables LLMs to send plain text messages and rich formatted embeds to Discord via webhooks, featuring customizable appearance and deep integration for automated notifications.
MCP Gateway
A production-ready unified entry point for AI agents that implements the Model Context Protocol (MCP). It provides a secure gateway with rate limiting, authentication, and observability for managing and proxying requests to multiple downstream APIs.
Google Docs MCP Server
Enables Claude to interact with Google Docs to list, read, create, search, and update documents in a user's Google Drive. It provides a suite of tools and prompts for document management and content analysis using OAuth 2.0 authentication.
Reservation System MCP Server
A specialized MCP server that bridges AI models with WeChat Cloud Development to securely manage reservation data, including querying, status updates, and deletion of records.
DataMerge MCP
A DataMerge Company API integration that enables AI assistants to perform company enrichment, look up detailed corporate records, and explore corporate hierarchies.
AI Personal Hub
A unified personal assistant MCP server that integrates local files, GitHub, YouTube, Gmail, and Steam data into a single queryable interface via LM Studio.
claude-context-bridge
Share context and questions between Claude instances — VS Code, claude.ai web, and mobile.
AI Development Pipeline MCP
A Model Context Protocol server that enables seamless integration between Claude AI and development tools like VSCode, Augment, Vercel, Airtable, and Square.
Reddit MCP Server
A robust MCP server that enables AI agents to search, read, and analyze Reddit content, including posts, comments, subreddits, and user profiles using the Reddit API.
context-pod
Persistent context for AI agents built fromlearned vectors with certainty scores.
djd-agent-score
Reputation scoring for AI agent wallets on Base. Trust scores, fraud checks, x402.
refcheck
Verify academic citations against real databases. Catches hallucinated references, exports BibTeX.
ATXP — Agent Payment & Wallet Infrastructure
Autonomous agent payments: wallet, email, web search, image/video/music gen, X search, code exec.
moltdj
AI music and podcast platform for autonomous agents. SoundCloud for AI bots.
blindoracle
Privacy-preserving agent settlement for prediction markets via blind signatures.
hedera-hcs-mcp-server
AI-powered Hedera HCS topic intelligence for agents. Pay per call in HBAR.
mcp-orchestrator
Aggregates tools from multiple MCP servers with unified BM25/regex search and deferred loading.
camacho-mcp
Persistent tmux terminal for AI agents — real-time spectating, SSH host-group dispatch.
skillsindex
Search and score 11,000+ AI agent tools: MCP servers, Claude skills, GPT actions, IDE plugins.
TensorsLab MCP Server
Enables AI-powered image and video generation through the TensorsLab API using models like SeeDream and SeeDance. It supports tasks such as creating high-resolution media from text prompts, image-to-video conversion, and monitoring generation status.