AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Managed Notifications Search MCP Server
An MCP server that provides semantic search capabilities over OpenShift service notification logs using ChromaDB and vector embeddings to help find relevant notifications for problem resolution.
Obsidian
A bridge for Claude Code to interact with Obsidian vaults, enabling automated markdown file creation, project-specific organization, and the ability to read vault content via Obsidian URLs.
MCP Memory Server
A persistent local vector memory server that allows users to store and search project-specific context using LanceDB and local embeddings. It enables MCP-compliant editors to maintain long-term memory across different projects without requiring external API keys.
Flow Blockchain
MCP (Model Context Protocol) Server. Integrates with the Flow blockchain to enable direct querying of account balances, domain resolution, and transaction execution through RPC communication for seamless blockchain data access and operations.
DALL-E 3
A Model Context Protocol server that enables LLMs to generate and save high-quality images locally using OpenAI's DALL-E 3 API with configurable quality and styles.
Solana Blockchain
MCP (Model Context Protocol) Server. Enables interaction with the Solana blockchain for deploying tokens, fetching asset information, checking balances, transferring funds, minting NFTs, trading, and resolving domains without switching context.
Google Search
MCP (Model Context Protocol) Server. Provides Google Custom Search functionality for web searches, returning structured results including titles, links, and snippets without leaving the conversation interface.
Remote Bridge
MCP (Model Context Protocol) Server. Containerized HTTP bridge for accessing MCP functionality remotely, enabling distributed deployment without requiring direct library integration in client applications.
ClickUp
A ClickUp integration that allows AI assistants to retrieve task details, comments, and custom field configurations using custom task IDs via the ClickUp REST API.
MarkItDown
MCP (Model Context Protocol) Server. Converts various file formats including PDF, PowerPoint, Word, Excel, images, audio, HTML, and text-based formats to Markdown through a simple '/md' command.
FiftyOne
The FiftyOne MCP server enables AI assistants to control computer vision datasets, execute 80+ operators, and manage plugins through a unified Model Context Protocol interface.
Adjust
MCP (Model Context Protocol) Server. Integrates with Adjust API to enable natural language queries for marketing analytics data, including campaign performance metrics and reports without leaving your chat interface.
ExpenseLM
A specialized MCP server that integrates ExpenseLM's GenAI-powered expense management, enabling AI agents to access expense records, extraction capabilities, and financial insights.
Ankr (Blockchain Data)
An MCP server that provides access to blockchain data via the Ankr API, allowing users to query token balances and wallet assets across multiple networks.
Perplexity AI
MCP (Model Context Protocol) Server. Integrates with Perplexity AI to enable advanced search, documentation retrieval, and conversational capabilities for AI systems and developers.
AI-Archive MCP Server
Enables AI agents to interact with the AI-Archive platform for scientific research paper discovery, submission, peer review, and citation management.
Gemini CLI MCP Server
A robust MCP server that wraps the Gemini CLI, allowing clients to execute AI prompts, manage chat sessions, and utilize CLI extensions via local stdio or remote SSE transports.
SSH Tools
MCP (Model Context Protocol) Server. Provides a secure SSH interface for connecting to remote servers, executing commands, and maintaining persistent sessions throughout conversations for system administration and server management tasks.
WOOFi Pro MCP Server
A comprehensive MCP server for WOOFi Pro and Orderly Network that provides 40 professional-grade tools for crypto derivatives trading, including order execution, position tracking, and PnL management via natural language.
Web Search MCP
A lightweight MCP server that provides web search capabilities via DuckDuckGo and converts web pages into clean, readable text using Mozilla Readability.
WatchBase
MCP (Model Context Protocol) Server. Integrates with WatchBase Data Feed API to provide structured access to comprehensive watch metadata including brands, collections, reference numbers, and technical details for watch enthusiasts and retailers.
DALL-E 3 Image Generator
MCP (Model Context Protocol) Server. Enables image creation using OpenAI's DALL-E 3 model through a local server that accepts text prompts and saves generated images to the user's desktop.
Upload File
MCP (Model Context Protocol) Server. Provides a bridge for efficient file uploads within AI-assisted workflows, enabling seamless integration of file handling capabilities into existing systems.
ragdocs-mcp
A robust MCP server for local Markdown and plain text documentation providing hybrid semantic search, git history indexing, and a persistent AI memory bank.
Spotify
MCP (Model Context Protocol) Server. Integrates with Spotify to enable music search, playback control, and playlist management for Premium users through specialized tools that work with any active Spotify device.
Nmap
A comprehensive network security and diagnostic MCP server that exposes Nmap CLI capabilities for vulnerability scanning, OS fingerprinting, and service detection via a type-safe FastMCP interface.
CheerLights
MCP (Model Context Protocol) Server. Connects Claude to the CheerLights IoT ecosystem, enabling retrieval of current colors and history from the global light synchronization project through the ThingSpeak API.
AionMCP
A dynamic tool generator for MCP that automatically imports and converts OpenAPI, GraphQL, and AsyncAPI specifications into executable agent tools with self-learning capabilities.
CoinMarketCap
MCP (Model Context Protocol) Server. Provides real-time cryptocurrency data from CoinMarketCap's API, enabling market listings, price quotes, ID mappings, metadata, global metrics, and exchange information retrieval for market analysis and research.
MCP Server for Binge-watch
A Model Context Protocol server for managing and interacting with Binge-watch, MoonTV, and LunaTV video-on-demand services.