AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Neurolorap Code Collector
MCP (Model Context Protocol) Server. Streamlines code collection and documentation by gathering files into a single markdown document with features like syntax highlighting and table of contents generation.
Space Frontiers Search
MCP (Model Context Protocol) Server. Enables semantic and keyword searches across Space Frontiers' library, telegram, and reddit databases through a FastAPI-based server with flexible authentication options.
Solana Blockchain
MCP (Model Context Protocol) Server. Provides a bridge to the Solana blockchain for token analysis, liquidity tracking, and risk assessment with a focus on meme tokens through Python and FastAPI endpoints.
OpenRouter MCP Server
A comprehensive MCP server providing access to over 400 AI models via OpenRouter, allowing users to query, compare, and manage various LLMs through a single interface.
Houtini LM
A robust MCP server that bridges Claude with local LM Studio instances, providing over 35 specialized tools for advanced code analysis, developer productivity, and creative content generation.
minecraft-bedrock-education-mcp
A robust MCP server that enables automated control of Minecraft Bedrock and Education Edition via WebSockets, featuring comprehensive building tools, agent automation, and real-time world manipulation.
Pokemon TCG Card Search
MCP (Model Context Protocol) Server. Enables searching and displaying Pokemon Trading Card Game cards with rich filtering capabilities for name, type, legality, and more through the Pokemon TCG API.
Nano Banana (Gemini Image Generator)
An MCP server that generates images using Google's Gemini API and uploads them to ImgBB for public web sharing. It allows AI models to create and host visual content instantly via a simple tool interface.
Phalcon (BlockSec Transaction Analysis)
MCP (Model Context Protocol) Server. Integrates with BlockSec's blockchain analysis platform to provide detailed transaction insights across multiple blockchains, including tracing, profiling, address labeling, and state change analysis.
Claude Code Memory Server
A Neo4j-based memory server for Claude Code that tracks development tasks, code patterns, and solutions through a graph database to provide cross-session contextual assistance.
QQ Music
MCP (Model Context Protocol) Server. Provides a bridge to QQ Music API for searching, playing, and managing music playlists through natural language interactions without dealing with underlying API complexities.
Joe Sandbox Cloud
MCP (Model Context Protocol) Server. Integrates with Joe Sandbox Cloud API to provide malware analysis capabilities including file and URL submission, threat intelligence extraction, behavioral analysis reporting, and artifact downloads for security research and incident response workflows.
mintlify-mcp
An MCP server that enables AI assistants to query any documentation site through either a self-hosted RAG system using LanceDB or a zero-setup proxy for Mintlify-powered sites.
GitHub Kanban
A specialized MCP server for managing GitHub issues as a Kanban board, providing automated task management and streamlined software development workflows through LLMs.
Quantitative Research
MCP (Model Context Protocol) Server. Organizes and analyzes numerical research data through a structured knowledge graph, enabling tracking of projects, datasets, variables, hypotheses, and statistical tests with their relationships and results.
Fugle Masterlink (Taiwan Stock Market)
MCP (Model Context Protocol) Server. Provides a bridge between AI systems and the Masterlink SDK for Taiwan stock market trading, enabling account management, market data retrieval, and trade execution for financial analysis and automated trading strategies.
Doc Scraper (Jina.ai)
MCP (Model Context Protocol) Server. Converts web documentation to clean markdown using Jina.ai's API, enabling easy transformation of online docs for content migration or offline use.
Tailwind-Svelte-Assistant
A high-performance assistant providing 100% documentation coverage for SvelteKit and Tailwind CSS, featuring secure file access, intelligent search, and component snippets.
IMDb
MCP (Model Context Protocol) Server. Bridges to the IMDb API for searching movies and TV shows, retrieving detailed information about titles, and accessing curated lists like top-rated films or upcoming releases.
Civil3D MCP Server
This MCP server bridges AI assistants with Autodesk Civil 3D, enabling automated drawing management, element creation/modification, and direct data retrieval from engineering projects.
Perplexity Web Search
MCP (Model Context Protocol) Server. Integrates with the Perplexity API to provide web search functionality, enabling real-time information retrieval with time-based filtering and result summarization.
KoboldAI
A Model Context Protocol server that integrates KoboldAI's text generation and Stable Diffusion capabilities into MCP-compatible applications. It provides support for local language model interactions, chat completions with memory, and image generation.
Nexus (VSCode)
MCP (Model Context Protocol) Server. Integrates Claude Desktop with VSCode, enabling file access and manipulation within specified workspace directories for seamless AI-assisted development workflows.
Home Assistant
MCP (Model Context Protocol) Server. Demonstrates light control in Home Assistant by comparing OpenAI function calling with a standardized protocol for external tool interaction
Pulumi Cloud Development
MCP (Model Context Protocol) Server. Integrates with Pulumi's cloud development platform to streamline infrastructure-as-code operations for efficient cloud resource orchestration and deployment.
myAI Memory
MCP (Model Context Protocol) Server. Synchronizes personal memory templates across Claude interfaces, enabling consistent user preferences and response styles without manual copying.
simplenote-mcp-server
A robust MCP server that integrates Simplenote with Claude Desktop, providing full note management, advanced boolean search capabilities, and high-performance in-memory caching.
Plaid
MCP (Model Context Protocol) Server. Provides a robust bridge to the Plaid financial API, enabling secure access to bank account data, transactions, and authentication flows for financial analysis and personal finance tracking.
Playwright
MCP (Model Context Protocol) Server. Integrates Playwright browser automation with AI models to enable intelligent web interactions, testing, and data extraction.
Time Converter
MCP (Model Context Protocol) Server. Provides accurate time-related capabilities for retrieving current time and converting between timezones using IANA identifiers, with detailed output including time differences and daylight saving information.