AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
ScreenshotOne
An MCP server that enables AI to capture highly customizable website screenshots using the ScreenshotOne API, featuring ad-blocking, element selection, and Cloudflare CDN integration.
MAGI Code Review
MCP (Model Context Protocol) Server. Orchestrates code reviews through a distributed framework of three specialized agents (Melchior, Balthasar, and Casper) that evaluate submissions and deliver majority-rule verdicts on code quality.
mcpkit
A robust Rust SDK implementing the latest MCP protocol (2025-11-25), providing macros and typestate builders to easily create servers with tools, resources, and various transport layers.
JIRA
A specialized MCP server for JIRA integration that enables AI assistants to manage issues, projects, and attachments using standard protocols.
Translate (DeepL)
MCP (Model Context Protocol) Server. Provides a translation service using DeepL API, enabling seamless text translation between multiple languages with dynamic language selection and easy integration into workflows.
Shodan
MCP (Model Context Protocol) Server. Integrates with Shodan's database to enable host information lookup, vulnerability scanning, and DNS resolution for security research and network exposure analysis
wordpress-mcp
A comprehensive MCP server for managing WordPress and WooCommerce sites, enabling natural language control over posts, pages, media, theme templates, and e-commerce operations.
Portkey
MCP (Model Context Protocol) Server. Provides a comprehensive administrative interface for managing Portkey AI platform users, workspaces, configurations, and cost analytics through a TypeScript-based management API
Orion Vision (Azure Form Recognizer)
A specialized MCP server that integrates with Azure Form Recognizer (Document Intelligence) to extract structured data from diverse document types like invoices, receipts, and ID documents.
create-mcp-server
A CLI scaffolding tool to quickly generate production-ready MCP servers with TypeScript and Express.js, featuring both stateless and session-based stateful templates.
DeepSeek + Claude
MCP (Model Context Protocol) Server. Combines DeepSeek's reasoning capabilities with Claude 3.5 Sonnet's response generation through OpenRouter to leverage both models' strengths in a single conversation flow
Ethereum Improvement Proposals (EIPs)
An MCP server that enables semantic search across Ethereum Improvement Proposals (EIPs) using vector embeddings to retrieve relevant technical documentation for blockchain development.
memos-api-mcp
A Model Context Protocol implementation for the API service of MemOS, a memory management operating system designed for AI applications.
DeepSeek
MCP (Model Context Protocol) Server. Provides a bridge between AI assistants and DeepSeek's language models, enabling chat completion with automatic model fallback and context preservation through the DeepSeek API.
Meme MCP
Generate memes via AI using the Imgflip API through the Model Context Protocol.
Tako
Use natural language to search Tako for real-time financial, sports, weather, and public data with visualization
DexScreener
A DexScreener-powered MCP server for tracking and analyzing decentralized exchange (DEX) liquidity pools, calculating total liquidity, and providing real-time market metrics across multiple blockchains.
Cloudera AI Agent Studio
MCP (Model Context Protocol) Server. Provides a bridge between Cloudera AI Agent Studio and external tools, enabling automated creation and management of multi-agent workflows with hierarchical structures through the Agent Studio API.
OpenReview
An MCP server for OpenReview to fetch, read and save manuscripts from AI/ML conferences.
Traits Matcher
MCP (Model Context Protocol) Server. Enables HR professionals to create, track, and match personality traits for individuals by providing tools to analyze interpersonal dynamics through data-driven personality dimensions like friendliness and dominance.
0x-lang-mcp-server
0x MCP Server — AI agents compile 0x to React/Vue/Svelte with 80% fewer tokens
TMDB (The Movie Database)
MCP (Model Context Protocol) Server. Provides a bridge to The Movie Database API for searching and retrieving detailed movie information with filtering by title, year, and pagination
Texas Hold'em Poker
MCP (Model Context Protocol) Server. Implements a Texas Hold'em poker game server with betting rounds, hand evaluation, and multi-player table management for training strategic decision making capabilities
Web Fetch
MCP (Model Context Protocol) Server. Provides web content retrieval capabilities through specialized tools for fetching HTML, JSON, text, and Markdown formats, enabling web scraping and data extraction directly within conversation interfaces.
Weaviate
MCP (Model Context Protocol) Server. Provides a flexible vector database system for storing, searching, and retrieving persistent memories and structured knowledge across conversation contexts using Weaviate's advanced search capabilities.
Sound Notification
A specialized MCP server that enables AI coding assistants like Cursor and Windsurf to trigger auditory alerts on macOS, notifying users when tasks are complete or when manual intervention is required.
PageMap
Structured web page representation for AI agents — 97% HTML token reduction
Ads MCP
Remote MCP server for cross-platform ad campaign creation (Google Ads Search & PMax, TikTok). OAuth 2.1 authentication with progress streaming support for long-running operations. Website
llm-analysis-assistant
A tool designed for monitoring, analyzing, and auditing LLM interactions and MCP client communications. It supports stdio, SSE, and streamable HTTP modes to capture and visualize request-response cycles.
GitHub Repository
MCP (Model Context Protocol) Server. Provides a GitHub repository context retrieval tool that enables AI models to access repository structures, file contents, and filtered file lists through GitHub token authentication.