AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
mcp_email
An HTTP/SSE interface for IMAP and SMTP mail services that allows Claude and other MCP clients to read, search, and manage emails across multiple providers like Gmail and Outlook.
superpower-mcp
Integrates the Superpowers skill library with Augment CLI, allowing AI assistants to access expert-crafted workflows, coding techniques, and best practices as tools.
Weather MCP Server
A Model Context Protocol server that retrieves current weather information for any city using the OpenWeatherMap API, designed for integration with Claude Code.
MCPServer
An MCP server that provides semantic search capabilities by integrating with OpenSearch, featuring multi-index support, advanced filtering, and SSE transport.
maiga-mcp
A comprehensive MCP server providing integration with the Maiga API for cryptocurrency market intelligence, offering technical analysis, social sentiment, KOL insights, and on-chain data.
@schnick371/devsteps-mcp-server
A collaborative task tracking MCP server designed to synchronize workflows between developers and AI agents.
AI MCP ServiceNow
A Model Context Protocol server that integrates with ServiceNow instances, allowing users to utilize AI tools within ServiceNow without writing code.
Kubernetes AI Assistant
A robust Kubernetes management MCP server that combines kubectl and Helm operations with AI-powered diagnostics to automate cluster troubleshooting and resource management.
mcp-subagents
Multi-Agent AI Orchestration via Model Context Protocol - Access specialized CLI AI agents (Aider, Qwen, Gemini, Goose, etc.) with intelligent fallback and configuration
ai-naming-standard-mcp
AI Governance Era v6.1: loungeservice-grade project initialization. Creates 8-folder structure with complete AI governance (AI_RULES.md, AI_ROLE_MATRIX.yaml, NAMING_EXCEPTIONS.md, DEVELOPMENT.md, project.md) and bridge files (.cursorrules, .windsurfrules)
backendless-console-sdk-mcp-server
A Model Context Protocol server that translates natural language into Backendless Console SDK operations, enabling AI assistants to manage databases, users, cloud code, and files.
Food Tracker MCP Server
A nutrition tracking MCP server that integrates with the USDA FoodData Central database to search for food, log meals, and track daily macro goals using local SQLite storage.
RAGandLLM-MCP
A simple MCP server that implements a note storage system with RAG capabilities, allowing users to store notes and generate summaries of stored content.
pdf_mcpserver
A Model Context Protocol server that enables local PDF retrieval through hybrid search without any API costs. It uses Docling for parsing and ChromaDB for local vector storage to provide high-quality document snippets to AI agents.
mcp-superthread-plus
A comprehensive community-maintained MCP server for Superthread, offering widespread read/write access to cards, boards, roadmap projects, documentation, and team collaboration tools.
Remote MCP Server on Cloudflare
Enables deployment of authentication-free MCP servers on Cloudflare Workers that can be accessed remotely from MCP clients like Claude Desktop or the Cloudflare AI Playground.
Image Generation MCP
A robust image generation server using Google's Gemini AI that provides pre-configured platform presets for social media, blogs, and video platforms with automated saving and embedded metadata.
Bear App MCP Server
A Model Context Protocol server that integrates with Bear App, enabling AI assistants to create, search, modify, and organize notes and tags through X-callback-URL scheme.
xmltv-mcp
A specialized MCP server for accessing Tunarr XMLTV feed data, enabling users to query TV channels, current showtimes, upcoming schedules, and detailed programme information.
superalink-mcp-analytics
A Mastra-based MCP server providing performance summaries for Stripe, PayPal, and Google Analytics 4 (BigQuery), alongside weather-driven activity suggestions.
mcp_servers
A production-grade MCP server combining Redshift database query capabilities with an AI-powered vector store for markdown knowledge bases.
Jira MCP Server
Connects Jira with Claude, enabling users to search issues, view issue details, update issues, add comments, and retrieve project information through natural language commands.
MCP Wayback Machine Server
A comprehensive MCP server that interacts with the Internet Archive's Wayback Machine to archive web pages, retrieve historical snapshots, and analyze archival statistics without requiring API keys.
BrowserAct-MCP
BrowserAct MCP Server is a standardized MCP service that lets MCP clients connect to the BrowserAct platform to discover and run browser automation workflows, access results/files and related storage, and trigger real-world actions via natural language.
Toleno Network
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI using natural language.
mcp-jupyter-server
A Model Context Protocol server for inspecting and editing Jupyter notebooks, allowing for cell-level operations like reading, adding, updating, and deleting content while maintaining notebook metadata.
Cube.js MCP Server
Enables AI assistants to query and analyze data from Cube.js analytics platforms, allowing natural language access to cubes, measures, dimensions, and complex analytics queries.
Excel MCP Server
An Excel-focused MCP server and AI agent that automates employee classification by calculating experience, updating designations, and assigning salary bands based on pre-defined rules.
Guru
A remote MCP server that connects AI assistants to Guru's enterprise knowledge base, enabling secure search, retrieval, and management of verified documentation.
dicloak-local-api-mcp-bridge
Welcome to use Dicloak MCP Server! This tool enables you to directly invoke the powerful functions of Dicloak client's Local API through natural language in the GPT client.