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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

AI Prompts Finder

17

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

17

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.

19 tools

Apple macOS Native Applications

17

A Python-based MCP server that enables AI interaction with macOS native applications like Contacts, Notes, Mail, and Calendar using AppleScript.

21 tools

Atla

17

Enable AI agents to interact with the Atla API for state-of-the-art LLMJ evaluation.

2 tools

token-minter-mcp

17

An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.

6 tools

CoinGecko Crypto Trader

17

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.

6 tools

SQLite Literature Manager

17

A specialized literature and source management system that integrates research materials with knowledge graphs for structured note-taking and entity relationship tracking.

5 tools

MCP Registry

17

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.

29 tools

Reddit Extractor

17

A tool for extracting Reddit discussions, comments, and metadata and analyzing LinkedIn profile content strategy through both API and HTML parsing.

OR-Tools

17

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

17

Interact with investor agents—think Wilson or Thiel—continuously updated with market intel.

8 tools

Foundry VTT

17

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

17

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.

10 tools

Azure FHIR

17

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.

2 tools

Smartlead

17

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.

2 tools

Hyperbolic

17

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.

9 tools

useHooks.io

17

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

17

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.

4 tools

Story Protocol

17

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.

25 tools

Figma Context

17

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.

2 tools

Google Chat

17

A multi-provider MCP server that integrates AI assistants with Google Chat, enabling seamless message exchange, file sharing, and thread summarization across team spaces.

20 tools

SchemaCrawler

17

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

17

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.

7 tools

AI Sessions

17

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.

4 tools

MySQL

17

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.

4 tools

Goal Story

17

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

17

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.

7 tools

Figma

17

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.

15 tools

Pump.fun

17

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.

6 tools

toolkit-mcp-server

17

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.

7 tools