AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
4o-image
A bridge between AI systems and the 4o-image API that allows for high-quality text-to-image generation and image editing with real-time progress updates.
Memory Custom
MCP (Model Context Protocol) Server. Provides a knowledge graph-based memory system for creating, managing, and querying structured information with features like custom file paths, timestamping, and advanced search capabilities.
Coco (Pair Programming Master)
Coco is a pair programming assistant that transforms code into structured frameworks for critical inquiry, helping developers improve code quality through guided technical discussions.
Sui
MCP (Model Context Protocol) Server. Integrates with the Sui blockchain network to enable test token requests, wallet management, and smart contract interactions using the official Sui SDK
SQLite
MCP (Model Context Protocol) Server. Provides a SQLite-based database backend for efficient data storage and retrieval, leveraging Rust and integrating with mcp-core and mcp-server libraries for embedded systems, desktop applications, or small-scale server deployments.
Gemini CLI (Windows Fixed)
A Windows-optimized MCP server for Google's Gemini CLI that provides robust PowerShell integration, Unicode support, and tools for large-context file analysis and sandboxed code execution.
vLLM Benchmark
MCP (Model Context Protocol) Server. Benchmarks vLLM deployments by measuring throughput, latency, and token generation speed through natural language test configuration
Claude-Slack
A distributed knowledge preservation and communication platform for multi-agent systems, providing Slack-like channels, semantic search, and persistent memory via SQLite and Qdrant.
OpenSearch
MCP (Model Context Protocol) Server. Integrates with OpenSearch to enable powerful full-text search, data aggregation, and real-time analytics capabilities for applications requiring advanced search and log analysis.
Spotify
MCP (Model Context Protocol) Server. Integrates with Spotify to enable music search, playlist creation, personalized recommendations, and profile management through secure OAuth authentication.
Solana Blockchain
MCP (Model Context Protocol) Server. Enables interaction with the Solana blockchain for performing operations like querying account data, sending transactions, and interacting with smart contracts through the AgentiPy framework.
TinyPNG
MCP (Model Context Protocol) Server. Integrates with TinyPNG API to compress and resize both local and remote images with detailed optimization statistics for efficient image processing workflows.
Grokipedia
A Grokipedia integration for searching, retrieving, and extracting structured wiki content, including section-specific text, citations, and related pages for advanced research workflows.
Fal.ai Video Generator
MCP (Model Context Protocol) Server. Provides a bridge to fal.ai's video generation models, enabling creation of customized videos from text prompts and images with adjustable parameters like aspect ratio, resolution, and duration.
Notion
MCP (Model Context Protocol) Server. Integrates Notion workspaces, enabling seamless interaction with Notion's API for tasks like automated note-taking and knowledge base management.
Perplexity Researcher
MCP (Model Context Protocol) Server. Integrates Perplexity AI's search capabilities with Node.js to provide general search queries, documentation retrieval, API discovery, and code modernization assistance while maintaining conversation history in SQLite.
Talk to Figma
MCP (Model Context Protocol) Server. Enables AI interaction with Figma designs through a WebSocket bridge that allows reading and modifying elements with tools for creation, styling, layout management, and exporting.
PipeCD
MCP (Model Context Protocol) Server. Connects Claude to PipeCD's continuous delivery platform, enabling monitoring of Kubernetes application deployments, configurations, and status without leaving the conversation context.
Ghibli Video Generator
Transform static images into Ghibli-style animated videos using the GPT4O Image Generator API, including tools for task monitoring and credit management.
Webvizio
Integrates Webvizio's visual feedback and bug reporting platform with AI agents, providing tools to fetch task details, console logs, screenshots, and reproduction steps for automated debugging and task completion.
Neo N3 Blockchain
MCP (Model Context Protocol) Server. Integrates with the Neo N3 blockchain to enable wallet management, asset transfers, and smart contract interactions without requiring direct infrastructure management.
JSON Logs
MCP (Model Context Protocol) Server. Analyzes JSON log files from Python applications with tools for searching by level, module, function, and time ranges, aggregating data by various criteria, and generating statistics for debugging and performance monitoring.
MySQL Database Tools
MCP (Model Context Protocol) Server. Enables direct SQL query execution and table exploration with MySQL databases through a simple interface for seamless data analysis and database operations.
Finnhub
This MCP server provides integration with the Finnhub API, allowing users to fetch real-time market data, stock quotes, financial reports, and analyst recommendation trends.
Docker
MCP (Model Context Protocol) Server. Enables Docker container management with tools for listing, running, stopping, removing containers and pulling images from registries through a TypeScript-based interface
OpGen Password Generator
MCP (Model Context Protocol) Server. Generates secure passwords with configurable character sets or word combinations, automatically copying results to the clipboard for seamless credential creation.
Dune Analytics
Integrates with the Dune API to provide comprehensive blockchain data analysis for EVM and Solana networks, including wallet balances, transaction history, and token distribution metadata.
JR East Train Delay
MCP (Model Context Protocol) Server. Provides real-time train delay information for JR East lines by scraping the official website and extracting structured status data for travelers and commuters.
ECS Cloud Storage
A comprehensive MCP server for 360 AI Cloud Storage that enables AI models to perform file operations, batch video downloads, and cloud file management via Stdio, HTTP, or SSE protocols.
Todo Markdown
A tool for managing todo lists stored in markdown files, allowing AI assistants to perform full CRUD operations with persistent ID tracking and checkbox formatting.