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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

4o-image

4

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.

1 tool

Memory Custom

4

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.

11 tools

Coco (Pair Programming Master)

4

Coco is a pair programming assistant that transforms code into structured frameworks for critical inquiry, helping developers improve code quality through guided technical discussions.

1 tool

Sui

4

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

3 tools

SQLite

4

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.

4 tools

Gemini CLI (Windows Fixed)

4

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.

8 tools

vLLM Benchmark

4

MCP (Model Context Protocol) Server. Benchmarks vLLM deployments by measuring throughput, latency, and token generation speed through natural language test configuration

Claude-Slack

4

A distributed knowledge preservation and communication platform for multi-agent systems, providing Slack-like channels, semantic search, and persistent memory via SQLite and Qdrant.

18 tools

OpenSearch

4

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.

1 tool

Spotify

4

MCP (Model Context Protocol) Server. Integrates with Spotify to enable music search, playlist creation, personalized recommendations, and profile management through secure OAuth authentication.

7 tools

Solana Blockchain

4

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.

18 tools

TinyPNG

4

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.

2 tools

Grokipedia

4

A Grokipedia integration for searching, retrieving, and extracting structured wiki content, including section-specific text, citations, and related pages for advanced research workflows.

7 tools

Fal.ai Video Generator

4

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.

2 tools

Notion

4

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.

11 tools

Perplexity Researcher

4

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.

5 tools

Talk to Figma

4

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.

19 tools

PipeCD

4

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

4

Transform static images into Ghibli-style animated videos using the GPT4O Image Generator API, including tools for task monitoring and credit management.

3 tools

Webvizio

4

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.

12 tools

Neo N3 Blockchain

4

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.

16 tools

JSON Logs

4

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.

4 tools

MySQL Database Tools

4

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

4

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.

4 tools

Docker

4

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

6 tools

OpGen Password Generator

4

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.

2 tools

Dune Analytics

4

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.

8 tools

JR East Train Delay

4

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.

1 tool

ECS Cloud Storage

4

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.

11 tools

Todo Markdown

4

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.

5 tools