AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
arXiv MCP Server
Enables AI assistants to search and retrieve academic papers from arXiv through MCP tools, supporting search by various criteria, detailed paper information, category browsing, and PDF content extraction.
mcp-server-code-review
MCP server for code reviews - connects LLMs to GitHub and GitLab to analyze Merge/Pull Requests and provide expert feedback
Model Context Protocol Server
A middleware server that intelligently routes AI model queries to appropriate data sources, providing contextual information to enhance AI responses.
AgentGo MCP Service
A Model Context Protocol service that enables agent authentication and integration with TrustGo platform, providing access to real-time data like price, sigma score, and mindshare bubble analytics.
Taiwan Holiday MCP Server
A Model Context Protocol server that provides accurate Taiwan holiday and makeup workday information, enabling users to query single dates, date ranges, and holiday statistics through natural language.
Teambition MCP Server
A Model Context Protocol (MCP) server that provides AI capabilities to Teambition applications, enabling programmatic access to user management, organization data, and project collaboration features through natural language.
Second Brain OS MCP Server
Facilitates integration with Claude Desktop to run AI agents and execute purchased actions without code, leveraging the Model Context Protocol framework.
Dataiku MCP
MCP server for Dataiku DSS project, flow, and operations APIs.
Grabba MCP Server
Microservice Connector Protocol server that exposes Grabba API functionalities as callable tools, allowing AI agents and applications to interact with Grabba's data extraction and management services.
Autoconsent MCP
A Model Context Protocol server that provides browser automation capabilities for creating and testing Autoconsent rules, enabling LLMs to interact with web pages and test consent management platforms in a real browser environment.
DigitalOcean MCP Server
Provides access to all 471+ DigitalOcean API endpoints through an MCP server that dynamically extracts them from the OpenAPI specification, enabling search, filtering, and direct API calls with proper authentication.
Quarkdown MCP Server
Provides comprehensive Quarkdown document processing capabilities, enabling AI assistants to compile, validate, preview, and batch process Quarkdown documents through a standardized interface.
Biblioteca Digital MCP
A Model Context Protocol server that implements an interactive digital library with functionality to manage books, search titles, and generate literary reviews.
intruder-mcp
Let MCP clients like Claude and Cursor control Intruder.IO
RAG Information Retriever
An MCP server that implements Retrieval-Augmented Generation to efficiently retrieve and process important information from various sources, providing accurate and contextually relevant responses.
MCP Video Parser
A video analysis system that uses AI vision models to process, analyze, and query video content through natural language, enabling users to search videos by time, location, and content.
Bedrock MCP Agent
A web application that enables users to interact with AWS Bedrock language models through a modern interface with support for multiple models like Claude 3, Titan, and Llama 2.
@cyanheads/jinaai-mcp-server
A Model Context Protocol (MCP) server that provides intelligent web reading capabilities using the Jina AI Reader API. It extracts clean, LLM-ready content from any URL.
Kairos Codex MCP Server
A Model Context Protocol server providing standardized access to Bible data resources, allowing LLMs to query various Bible translations, verses, and chapters.
OpenAPI to MCP Server
A service that converts OpenAPI specifications into MCP tools, enabling AI assistants to interact with your API endpoints through natural language.
Crawl4Claude
A comprehensive, domain-agnostic documentation scraping and AI integration toolkit. Scrape any documentation website, create structured databases, and integrate with Claude Desktop via MCP (Model Context Protocol) for seamless AI-powered documentation assistance.
MCP Sample Chat
A local LLM chat application implementing the Model Control Protocol (MCP) architecture with Ollama, FastAPI, and Gradio that demonstrates clear separation of model, control, and presentation layers.
FastFS-MCP
A high-speed MCP server that enables AI assistants like Claude to interact with local filesystems, manage Git repositories, and provide interactive experiences through a standardized JSON-based protocol.
Remote MCP Server
A Cloudflare Workers-based implementation of Model Context Protocol (MCP) server with OAuth login that allows tools like Claude to access external capabilities.
macOS Simulator MCP Server
An MCP server that allows AI tools like Claude Desktop, Claude Code, and Cursor to visually interact with macOS applications by capturing screenshots and controlling the mouse and keyboard.
AndroidTVMCP
A Model Context Protocol server that enables AI assistants to control Android TV devices, providing remote control functionality like navigation, playback control, app management, and device status monitoring.
@tsurutan/freee-accounting-mcp
MCP Server for freee accounting API integration with Claude AI
DouYuSearcher MCP Server
A lightweight MCP server that allows querying and searching for Douyu live streaming room information by room ID or keywords, returning results in Markdown format.
Zabbix MCP Server
A middleware service that uses Model Context Protocol to analyze and automate Zabbix events with AI, enabling automated incident response and workflow automation through n8n integration.
FAL Image/Video MCP Server
High-performance MCP server that enables generation of images and videos using FAL AI models with automatic downloads to your local machine.