Data Science & ML MCP 服务器

Zero-Vector

Provides a comprehensive Model Context Protocol (MCP) server for Zero-Vector's hybrid vector-graph persona and memory management system with advanced LangGraph workflow capabilities.

PostgreSQL

Enables large language models to inspect PostgreSQL database schemas and execute read-only queries.

Elastic ADK

Integrates Elastic Cloud Serverless with the GCP Agent Development Kit via an experimental MCP server for AI agent interaction.

Superprecio

Empowers AI assistants with real-time price comparison, deals, and product availability information for supermarkets in Argentina.

Yachtsy

Provides AI-powered yacht and boat marketplace intelligence, integrating with the Yachtsy Agent API to offer comprehensive listings and expert sailing advice within MCP clients.

AIE8 Session

Integrates web search capabilities into an MCP server using the Tavily API.

Fuck It

Enables large language models to write and execute code directly on your local machine.

Navigation Toolkit

Empowers LLM/AI/Agents to provide accurate global navigation information, covering time, place, road trips, and general aviation.

CTFtime

Provides an MCP server interface to the CTFtime API, allowing AI assistants to retrieve information on CTF events, teams, and rankings.

PolyAgent

Streamlines initial polymer discovery through an LLM-aided multi-toolkit approach.

Atlas

Transforms modern IDEs into intelligent development environments with a comprehensive suite of AI/ML-powered tools for code analysis, prediction, migration, and generation.

Model ID Cheatsheet

Prevents AI coding agents from hallucinating outdated model names by providing instant access to accurate API model IDs, pricing, and specifications for over 46 models across 7 providers.

AstraCipher

Establishes verifiable cryptographic identities and trust protocols for AI agents, incorporating post-quantum security and W3C DID compliance.

Mexican Law

Consult 317 federal Mexican laws and agency guidance with Spanish full-text search, verified against official sources, and integrated for AI-driven legal research.

Model Radar

Pings and ranks over 130 free coding LLM models from 17 providers in real-time to help AI agents select the fastest available option.

NetFlow Analyzer

Collects NetFlow v9 data from Meraki MX devices, enriches it with GeoIP, and provides natural language network traffic analysis via Claude.ai.

League of Legends

Connects AI assistants to League of Legends data, offering AI-powered coaching and game analysis through 25 tools across 16 regions.

Agentic Loop

Provides persistent memory and active state management for long-running AI agentic workflows.

Codex Memory

Indexes local Codex session history into SQLite to make past interactions searchable without a hosted vector store.

Cannabis Regulatory Intelligence

Provides AI agents with live access to cannabis compliance data across all 50 US states, offering structured, scored regulatory answers.