AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
ATproto Docs MCP Server
A remote MCP server providing a tool for searching and querying ATprotocol documentation, helping developers easily access information while building on the protocol.
MCP UI/UX Prompt Refiner
A specialized MCP server that transforms basic interface ideas into professional UI/UX design specifications, including animation choreography, accessibility requirements, and component layouts.
conversation-search-mcp
opendss-mcp-server1
A conversational interface for EPRI's OpenDSS power system simulator, enabling distribution planning and DER integration studies through natural language via the Model Context Protocol.
LinkedIn Content Creation MCP Server
Enables creation of optimized LinkedIn posts using a component-based design system with variants, themes, and composition patterns. Supports multiple post types (text, document, poll, video, carousel) with research-backed optimization for maximum engagement.
dedalus-kush-personal
An MCP server designed for serving, indexing, and querying documentation using AI-powered search and Q&A capabilities. It provides specialized tools for agents to navigate markdown files and extract insights through OpenAI integrations.
Resemble
MCP (Model Context Protocol) Server. Provides a bridge to the Resemble AI text-to-speech API, enabling dynamic voice generation for multimedia content through flexible server transport methods and voice model selection.
dedalus-marketplace
An MCP server designed to serve and query documentation using AI-powered search and Q&A capabilities. It enables markdown indexing and document analysis for agent-based workflows.
Lowes Toolkit
MCP (Model Context Protocol) Server. Collection of specialized servers for dice rolling, price checking, notifications, and Lowe's-specific integrations with GitHub, Redis, PostgreSQL, and Google Maps, extending AI capabilities through containerized Python and TypeScript implementations.
mcp-server
A comprehensive MCP server for the Canvelete design platform, enabling AI assistants to programmatically create, modify, and export professional designs, QR codes, and barcodes using various element types and stock asset integrations.
Web Search Neo
A Python-based MCP server that facilitates web content extraction and search capabilities using DuckDuckGo and Yandex. It allows users to fetch plain text from URLs, retrieve page links, and perform web searches directly through MCP tools.
mcp-camara
A toolset to interface with the Brazilian Chamber of Deputies Open Data API, allowing users to query legislative schemas, deputy profiles, expenses, and legislative proposals.
Claude-to-Gemini MCP Server
Enables Claude to use Google Gemini as a secondary AI through MCP for large-scale codebase analysis and complex reasoning tasks. Supports both Gemini Flash and Pro models with specialized functions for general queries and comprehensive code analysis.
garmin-mcp-ts
A comprehensive MCP server for Garmin Connect that enables natural language querying of fitness activities, health metrics, sleep analysis, and training data. It supports over 90 tools for managing workouts, gear, and advanced physiological metrics like HRV and Training Readiness.
AgenteCidadaoMCP
A comprehensive MCP server providing deep integration with the Brazilian Chamber of Deputies Open Data API, enabling LLMs to query legislative processes, deputy expenses, voting records, and parliamentary sessions.
Google Search Console MCP Server
A Google Search Console MCP server that allows users to retrieve and analyze search performance data, including queries, rankings, and traffic metrics through the Search Console API.
Darbot Deepmind MCP Server
An advanced AI reasoning server that implements a step-by-step thinking framework, allowing for dynamic thought revision, branching logic, and adaptive planning for complex problem-solving.
Remote MCP Server on Cloudflare (Authless)
A template for deploying a remote Model Context Protocol server on Cloudflare Workers using Server-Sent Events (SSE). It provides a framework for developers to host custom tools that can be accessed by both the Cloudflare AI Playground and local clients like Claude Desktop.
obsbot-camera-mcp
A specialized MCP server for Linux-based UVC PTZ cameras (like OBSBOT Tiny SE) providing detailed gimbal control, automated area scanning, and integrated visual analysis via LM Studio.
Remote MCP Server (Authless)
A template for deploying remote MCP servers on Cloudflare Workers using Server-Sent Events (SSE). It provides a foundation for developers to build and host custom tools that can be accessed by Claude Desktop and the Cloudflare AI Playground without authentication.
Remote MCP Server (Authless)
A template for deploying authentication-free MCP servers on Cloudflare Workers via Server-Sent Events (SSE). It provides a foundation for developers to build and host remote MCP tools that connect to clients like Claude Desktop and Cloudflare AI Playground.
copilot-memory-store
A tool for managing AI context using a local JSON-based memory store, accessible via CLI, MCP server, and a VS Code agent.
MCP User Management Server
A simple user management service that enables creating new users and retrieving user lists through the Model Context Protocol. Supports user creation with name, email, password, address, and phone parameters.
Time MCP Server
A utility server that provides real-time clock data and timezone conversion using IANA timezone names and automatic system detection.
gmail-mcp-server
A unified MCP server that provides AI agents with tools to interact with Gmail (send, read, list, and manage labels) and PostgreSQL databases (execute queries, manage data, and inspect schemas).
Gemini Pro MCP Server
Enables Claude Desktop to generate text and analyze images using Google's Gemini Pro API. Provides seamless integration between Claude and Gemini's AI capabilities through natural language commands.
mcp-server-alloy
A tool that enables LLMs to generate, execute, and analyze Alloy modeling language code for formal software verification and system design.
Playwright MCP Server
A Model Context Protocol server that enables AI assistants to interact with web pages through browser automation, supporting web scraping, form filling, navigation, and other browser-based tasks using Playwright.
playwright-sse-mcp-server
A specialized MCP server that provides browser automation via Playwright over Server-Sent Events (SSE), optimized for containerized Docker environments.
wallet-verifier-mcp
A trust layer for AI agents that provides DID-based identity, KMS-backed secure signing, and OIDC4VCI/OIDC4VP credential management via the Model Context Protocol.