AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
mcp-victorialogs
A specialized MCP server for VictoriaLogs that enables log querying, system statistics, and embedded documentation search through the Model Context Protocol.
mobile-dev-mcp-server
A comprehensive MCP server for mobile development that enables AI to control, manage, and automate Android devices and iOS simulators. It supports tasks ranging from app installation and file management to UI automation and system log retrieval.
n8n-manager-for-ai-agents
An MCP server that allows AI agents to manage n8n automation workflows, including workflow CRUD operations, execution monitoring, and webhook triggering via the n8n API.
lingti-bot
🚀 更适合中国宝宝体质的 AI Bot,让 AI Bot 接入更简单
prism-mcp-rs
Enterprise-grade Rust implementation of Anthropic's MCP protocol
SEO AI (Google Ads Keyword Planner)
MCP (Model Context Protocol) Server. Integrates with Google Ads Keyword Planner API to enable SEO research, SERP analysis, and competitor analysis through a Node.js Express server deployable via Docker or Smithery.
AI Memory
A production-grade semantic memory server using PostgreSQL and pgvector to provide AI agents with long-term memory, featuring graph relationships, automatic clustering, and background processing.
MCP Server Whisper
A robust MCP server for high-performance audio processing, providing tools for transcription, text-to-speech generation, and intelligent audio analysis via OpenAI models.
NotebookLM
A professional MCP server for Google NotebookLM that automates browser interactions using Selenium to facilitate chat messaging, document analysis, and session management.
agentmail-toolkit
A toolkit for integrating agent frameworks like OpenAI and Vercel AI SDK with the AgentMail API, providing communication capabilities for AI agents.
mcp-zen
A tool-based bridge that grants Claude access to multiple AI models like Gemini, OpenAI, and OpenRouter for specialized tasks like extended reasoning, code review, and advanced debugging.
mcp-server-js
A comprehensive MCP server that bridges AI assistants with YepCode infrastructure, allowing for secure code execution, process management, and storage orchestration.
deepsecure
A security control plane for AI agents that provides cryptographic identity management, fine-grained access policies, and secure secret injection. It implements a zero-trust architecture to protect AI-powered workflows from prototype to production.
platform-context-exporter
A CLI tool and MCP server designed to export and search 1C:Enterprise (BSL) platform context and documentation for use with AI assistants.
ZMCPTools
A professional TypeScript-based multi-agent orchestration platform designed for Claude Code, featuring 61 enhanced tools including Playwright browser automation, LanceDB vector search, and intelligent documentation intelligence.
RAG Memory
A sophisticated memory management system for LLMs that integrates RAG-enabled document processing with a knowledge graph and vector search for semantic relationship mapping.
Trade It
Execute stock, crypto, and options trades on your brokerage via Trade It. Supports Robinhood, ETrade, Charles Schwab, Webull, Coinbase, and Kraken.
Pinecone Assistant
This MCP server enables Claude to retrieve information and context from your Pinecone Assistant knowledge base using the Pinecone API.
Chroma
Vector database server for semantic document search and metadata filtering, built on Chroma
Google Custom Search
A TypeScript-based MCP server that integrates with the Google Custom Search API to provide LLMs with real-time web search capabilities and formatted search results.
Instagram Engagement
An MCP server for analyzing Instagram engagement, providing tools to extract sentiment from comments, compare account metrics, identify marketing leads, and generate demographic reports.
mcp_rails_template
A Ruby on Rails template demonstrating the Model Context Protocol (MCP) using the ActionMCP gem, featuring JWT authentication and tools for weather data, code analysis, and dependency management.
sharedcontext
MCP server that gives AI coding assistants persistent cross-client memory. Facts and conversations stored in SQLite, encrypted with AES-256-GCM, synced to Arweave. No server, no account, recoverable with a 12-word phrase.
Package Search
A curated MCP server providing semantic search and code retrieval across 3,000+ indexed open-source packages from NPM, PyPI, Rust, and Go registries.
@pinkpixel/mcpollinations
A multimodal MCP server for the Pollinations APIs that enables AI assistants to generate images (with local saving), text, and audio without requiring authentication.
youtrack-mcp
An enterprise-grade MCP server for JetBrains YouTrack 2025.2, providing AI agents with comprehensive access to issues, sprints, Gantt charts, time tracking, and knowledge base content.
contentful-mcp-server
A comprehensive MCP server for Contentful that enables AI agents to manage content types, entries, assets, and environments through the Contentful Management API.
AI Humanizer
MCP (Model Context Protocol) Server. Integrates multiple AI text detection services to analyze content authenticity, writing style, and potential plagiarism.
c0ntextkeeper
A zero-configuration context preservation system for Claude Code that automatically captures and indexes project decisions, solutions, and patterns to prevent knowledge loss during conversation compaction.
Coda
A robust bridge between AI assistants and Coda, providing comprehensive tools for document management, page creation, and markdown content manipulation using the Coda API.