AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Honeypot Detector
A security-focused MCP server that validates Ethereum, BNB Smart Chain, and Base token addresses for honeypot risks, tax structures, and contract verification status.
DigitalOcean Database
A TypeScript-based MCP server that connects AI-powered IDEs to managed DigitalOcean PostgreSQL and MySQL databases using API token-based auto-discovery.
llms-mcp
An MCP server that implements the llms.txt standard, automatically parsing project documentation maps to expose local files and external web resources to AI models.
Project Guardian MCP
A specialized project memory system combining knowledge graph capabilities with SQLite database operations for persistent entity tracking and workflow management.
Mezmo MCP Server
A quota-conscious MCP server for retrieving and filtering Mezmo logs with intelligent defaults, allowing users to discover and query logs by application, level, and custom time ranges.
Travel MCP Server
A comprehensive travel aggregation server that enables searching for flights and hotels, tracking real-time flight statuses, and retrieving airport/route information using Amadeus and AviationStack APIs.
File System
MCP (Model Context Protocol) Server. Provides secure file system operations including reading, writing, copying, moving, and deleting files plus directory management and advanced search capabilities with regex pattern matching and content searching across files.
Apache Airflow (Bearer Token)
A Model Context Protocol server for Apache Airflow that facilitates DAG management, task monitoring, and administrative operations using Bearer token or basic authentication.
Fabric Docker
A containerized Model Context Protocol server for the Fabric AI framework, providing access to over 233 crowdsourced prompt patterns across multiple LLM providers.
Hyperledger Fabric Agent Suite
A modular toolkit and MCP server for managing Hyperledger Fabric test networks, enabling automated setup, channel management, and chaincode lifecycle operations via an LLM.
Card Magic MCP
A specialized MCP server that implements the Chico & Dico card magic trick, allowing users to encode five-card sets into secret sequences and decode them to reveal hidden cards.
Onchain MCP Server
A multi-chain onchain data server for querying balances, analyzing transactions, and conducting security audits across 12+ EVM-compatible networks.
Gravatar MCP Server
The official Gravatar MCP server provides access to user profiles, avatar images, and AI-inferred interests via email or profile identifiers.
WorldAnvil
A comprehensive WorldAnvil integration for MCP that automates worldbuilding workflows, including article creation, map management, and content organization with automatic Markdown-to-BBCode conversion.
Linear Issues
A read-only Linear integration that allows users to fetch specific issue details and their complete comment history directly through a Model Context Protocol server.
WhatsApp MCP Server (TypeScript)
A TypeScript-based MCP server that connects AI agents directly to your personal WhatsApp account via the multi-device API for searching messages, managing chats, and sending messages.
Codex MCP Server
A specialized MCP server for the OpenAI Codex CLI that manages multi-turn coding sessions with advanced reasoning effort controls and native context resume support. It enables Claude to perform deep code analysis, generation, and refactoring through the Codex ecosystem.
Wikidata SPARQL
Unofficial REMOTE MCP server for Wikidata's SPARQL endpoint, providing access to structured knowledge data, entity relationships, and semantic queries for research and data analysis.
Brave-Real-Browser-Mcp-Server
A robust browser automation MCP server using Brave Browser, featuring built-in anti-detection, CAPTCHA solving, and deep analysis tools optimized for LLMs like Gemini 3 Pro.
ClickUp
MCP server for ClickUp task management, supporting task creation, updates, bulk operations, and markdown descriptions.
Artificial Virtual Assistant (AVA)
An MCP server that integrates with the Gmail API to provide an Artificial Virtual Assistant (AVA) capable of automating email management and personal tasks via secure Google OAuth.
Jina Supabase RAG
A specialized RAG MCP server that crawls documentation using Jina AI and Crawl4AI, indexing content into Supabase pgvector for high-performance semantic search.
crawl4ai-rag-mcp-gemini
A robust MCP server for web crawling, private search, and intelligent RAG. It integrates Crawl4AI, SearXNG, and Supabase to provide AI agents with advanced content extraction, hybrid search, and knowledge graph-based code analysis.
P-Link.io
HTTP 402 Protocol implementation on Solana network. Sending & receiving payments for agents
ZettelkastenSpace
An AI-enhanced knowledge management system based on the Zettelkasten method, providing Claude Desktop with deep context and semantic understanding of a user's personal note network via MCP.
Prompteka MCP Server
A specialized MCP server that provides AI assistants direct access to the Prompteka macOS app's local SQLite database, enabling robust management and organization of a personal prompt library.
Agentic Multi-AI Toolkit
A pure agentic MCP server that centralizes specialized agents for OpenAI, local Ollama models, and file system operations into a unified tool registry.
Stardog
Provide trusted, contextual answers to both humans and agents using your enterprise knowledge graph with Stardog's Semantic AI Platform.
Open Brewery DB MCP Server
A Model Context Protocol server that provides comprehensive access to the Open Brewery DB API, enabling AI assistants to search, filter, and retrieve detailed data for over 40,000 breweries globally.
MCP Google Analytics 4 Server
A comprehensive MCP server for Google Analytics 4 that provides 54 tools for advanced reporting, configuration management, and compliance across the Analytics Data and Admin APIs.