AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
AI Prompts Finder
MCP (Model Context Protocol) Server. Provides a searchable repository of AI prompts with fuzzy matching capabilities for quick retrieval based on specific rules or search criteria.
YaraFlux
MCP (Model Context Protocol) Server. Provides YARA-based malware scanning capabilities with support for local and MinIO storage backends, enabling security professionals to manage rules, scan files/URLs, and analyze results for threat detection.
Apple macOS Native Applications
A Python-based MCP server that enables AI interaction with macOS native applications like Contacts, Notes, Mail, and Calendar using AppleScript.
Atla
Enable AI agents to interact with the Atla API for state-of-the-art LLMJ evaluation.
token-minter-mcp
An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.
CoinGecko Crypto Trader
MCP (Model Context Protocol) Server. Provides real-time cryptocurrency market data through CoinGecko API for accessing prices, market information, historical charts, search functionality, trending coins, and global statistics.
SQLite Literature Manager
A specialized literature and source management system that integrates research materials with knowledge graphs for structured note-taking and entity relationship tracking.
MCP Registry
A robust central registry and proxy MCP server that orchestrates a suite of AI services including RAG pipelines, embeddings, vector search, document extraction, and database management.
Reddit Extractor
A tool for extracting Reddit discussions, comments, and metadata and analyzing LinkedIn profile content strategy through both API and HTML parsing.
OR-Tools
A specialized MCP server that integrates Google's OR-Tools to solve complex constraint satisfaction and optimization problems using a JSON-based model specification.
VCAgents
Interact with investor agents—think Wilson or Thiel—continuously updated with market intel.
Foundry VTT
Connects Claude Desktop to Foundry VTT to provide AI-powered campaign management, character analysis, and real-time game assistance for D&D 5e and Pathfinder 2e. It enables natural language searches of compendiums, dice rolling, and automated map generation directly within the virtual tabletop.
Genesys Cloud
A bridge between Genesys Cloud analytics and routing data, enabling conversational business intelligence for contact centers including volume queries, sentiment analysis, and voice quality metrics.
Azure FHIR
A Model Context Protocol server for Azure Health Data Services that provides secure, authenticated access to search and retrieve healthcare resources across 70+ FHIR resource types.
Smartlead
MCP (Model Context Protocol) Server. Integrates with Smartlead's email marketing API to manage campaigns, track leads, and optimize email deliverability through a tiered licensing system with multiple operation modes.
Hyperbolic
Interact with Hyperbolic's GPU cloud, enabling agents and LLMs to view and rent available GPUs, SSH into them, and run GPU-powered workloads for you.
useHooks.io
MCP (Model Context Protocol) Server. Provides access to React hooks from the usehooks.io repository with tools for browsing, searching, and retrieving detailed hook implementations including TypeScript code and usage examples.
fabric-mcp-server
The fabric-mcp-server is an MCP server that integrates Fabric patterns with Cline, exposing them as tools for AI-driven task execution and enhancing Cline's capabilities.
Story Protocol
MCP (Model Context Protocol) Server. Integrates with Story Protocol's Python SDK to enable blockchain-based intellectual property management, including minting, registering, and licensing IP assets.
Figma Context
MCP (Model Context Protocol) Server. Bridges AI systems with Figma design platform, transforming complex API responses into structured design information for easier understanding of layout properties, styling, and text content.
Google Chat
A multi-provider MCP server that integrates AI assistants with Google Chat, enabling seamless message exchange, file sharing, and thread summarization across team spaces.
SchemaCrawler
A database schema discovery and comprehension tool that allows users to search schema objects, output data in readable formats, and interact with relational databases using AI.
Kafka Streaming
MCP (Model Context Protocol) Server. Enables seamless Kafka message streaming for AI models by providing publish and consume functionalities through a configurable Python server with stdio and SSE transport support.
AI Sessions
A tool that enables AI agents to search, browse, and retrieve local session histories from Claude Code, Gemini CLI, OpenAI Codex, and opencode to resume work or find past solutions.
MySQL
A robust MySQL interface for LLMs providing secure read/write database access, parameterized queries, and transaction support. It includes built-in safeguards like query length limits and read-only modes to ensure safe AI-driven data management.
Goal Story
GoalMochi is a goal tracking and visualization tool that uses conversational AI and storytelling to help users focus on one goal at a time through an HTTP-based MCP server.
Scryfall
MCP (Model Context Protocol) Server. Integrates with the Scryfall Magic: The Gathering API to enable card searches, retrieval of card details, rulings, and pricing information for deck building and game analysis.
Figma
MCP (Model Context Protocol) Server. Enables AI to interact with Figma design files through WebSocket communication, providing tools for document inspection, node manipulation, text modification, and component management for design automation workflows.
Pump.fun
MCP (Model Context Protocol) Server. Enables direct interaction with the Pump.fun platform on Solana blockchain for creating, buying, and selling tokens with customizable parameters and secure wallet management.
toolkit-mcp-server
A Model Context Protocol server providing LLM Agents with system utilities and tools, including IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation.