AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
HaloPSA MCP Server
Enables AI assistants to interact with HaloPSA data through secure OAuth2 authentication. Supports SQL queries against the HaloPSA database, API endpoint exploration, and direct API calls for comprehensive PSA data analysis and management.
AMC MCP Server
Provides a comprehensive movie booking experience for AMC Theatres, enabling users to discover movies, find showtimes, select seats, and process payments through conversational AI. Supports multi-location theater search with real-time seat availability and booking management.
KRDS UI/UX MCP Server
Integrates Korea's government digital design system (KRDS) with AI assistants, enabling users to search components, validate code compliance, and access design tokens for Korean government digital services.
deBridge MCP Server
Enables cross-chain cryptocurrency swap quotes and operations using the deBridge DLN protocol. Provides read-only access to swap estimates, supported chains, token information, and order status tracking across multiple blockchain networks.
Well
Connect your AI to your Well financial data - invoices, companies, contacts.
AI Research MCP Server
Enables real-time tracking of AI/LLM research progress by searching and aggregating content from arXiv, GitHub, Hugging Face, and Papers with Code. Supports intelligent search, automated daily/weekly research summaries, and covers 15+ AI research areas with smart caching.
PDF RAG MCP Server
Enables intelligent search and question-answering over PDF documents using semantic similarity and keyword search. Supports OCR for scanned PDFs, persistent vector storage with ChromaDB, and maintains source tracking with page numbers.
AI Development Guidelines MCP Server
Provides AI agents with professional coding standards, development best practices, and context-aware guidance through static documentation and AI-powered custom recommendations. Enables agents to access comprehensive development guidelines including coding rules, debugging techniques, and AI steering instructions.
ZeroTrusted ai PII Detection
ZeroTrusted ai PII Detection
Corporate LXP MCP
Enables management of corporate learning and development through employee management, training program assignment and tracking, skill assessments, and department organization. Provides comprehensive CRUD operations for corporate Learning Experience Platform functionality through MCP integration.
VaultMesh Architect MCP Server
Enables governance and orchestration of VaultMesh deployments through subsystem spawning, multi-chain anchoring, threat mitigation, constitutional amendments, and LAWCHAIN governance tracking. Provides auditable tools for managing decentralized infrastructure with cryptographic proofs and alchemical phase orchestration.
Citi Bike MCP Server
Enables users to find the nearest Citi Bike stations with real-time availability data for electric and classic bikes. Provides distance-sorted results with detailed station information including bike availability, dock capacity, and operational status.
SafeNest MCP Server
Provides AI-powered child safety tools to detect bullying, grooming, and unsafe content within digital conversations. It enables AI assistants to perform emotional analysis and generate age-appropriate safety action plans or incident reports.
Quran MCP Server
Provides AI assistants with comprehensive access to Islamic resources including Quran verses with translations, Tafsir commentary, Hadith collections, and audio recitations. Enables users to explore Islamic texts, get daily inspiration, and access scholarly interpretations through natural language queries.
Minimal MCP Hello Server
A minimal MCP server template that provides a basic endpoint for testing ChatGPT integration. Designed to be deployed on Render's free plan as a starting point for building custom MCP servers with external API integrations.
PrimeNG MCP Server
Provides access to PrimeNG component documentation and generates code examples. Supports searching components, retrieving documentation, and creating practical usage examples for Angular UI development.
MCP RSS
Enables intelligent RSS feed management with AI-powered semantic search, advanced filtering, and a comprehensive reading workflow. Supports OPML parsing, article organization with status tracking, and token-efficient browsing of large feed collections.
stargate-bridge-mcp
An MCP server that enables cross-chain token transfers via the Stargate protocol.
PubMed MCP Server
Enables comprehensive biomedical literature research through PubMed database access with advanced search, full-text retrieval, citation analysis, and batch processing capabilities. Supports both local deployment and cloud hosting for seamless integration with AI assistants.
GASSAPI MCP Server
Enables AI assistants to manage API endpoints, environments, and testing workflows through the GASSAPI backend. Provides semantic documentation tools for endpoint cataloging and automated flow creation for backend-to-frontend development workflows.
Multi-Purpose MCP Server
Provides various utilities including timezone-aware time queries, basic calculator operations, multilingual greetings, code review prompts, and AI image generation through Hugging Face API.
MCP Aggregator Server
Provides a unified MCP interface that proxies requests to multiple backend servers including memory/knowledge graph and vector database services. Enables seamless access to distributed MCP tools through a single endpoint with automatic routing, health monitoring, and retry logic.
ComfyUI MCP Server
Enables orchestration of ComfyUI workflows through natural language by discovering workflow templates, applying mutations, and submitting prompts to running ComfyUI instances. Provides asset validation and lightweight tooling for AI image generation experimentation.
NEIS MCP Server
Enables access to Korean school information through the National Education Information System (NEIS) API. Provides tools to search schools, retrieve meal menus, class timetables, and school event schedules.
Beehiiv Analytics MCP Server
Provides read-only access to Beehiiv newsletter analytics data including publications, posts, and audience segments. Enables users to retrieve detailed analytics and statistics for their Beehiiv newsletters through natural language queries.
Alpaca MCP Server
Enables natural language trading operations through Alpaca's Trading API, supporting stocks, options, crypto, portfolio management, and real-time market data access through AI assistants like Claude.
Track-It Process Monitor
Enables Claude to monitor and inspect running processes through a lightweight wrapper that captures stdout/stderr logs and stores process metadata in SQLite. Users can track any command execution and query process status, logs, and history through natural language.
WebSee MCP Server
Provides AI assistants with advanced frontend debugging capabilities through 36 specialized tools for inspecting React/Vue/Angular/Svelte applications. Uses Playwright browser automation and source map intelligence to analyze components, network requests, bundle optimization, and resolve production errors.
Tavily Web Search MCP Server
Enables web search capabilities through the Tavily API, allowing users to search the internet for information using natural language queries. Built as a demonstration MCP server running in stdio transport mode.
Community Research MCP
Searches real developer solutions from Stack Overflow, Reddit, GitHub issues, and forums to find battle-tested fixes and workarounds for specific programming problems. Bypasses AI guessing by finding actual community discussions where developers have already solved your exact issue.