Data Science & ML MCP 服务器

File Tool

Enables AI models to perform file system operations through a standardized API.

Watson Discovery

Enables interaction with Watson Discovery to retrieve project details, collections, and documents matching specific queries.

Zt-Pii-Agent

Detects personally identifiable information (PII) within data.

Snowflake Read-Only Server

Enables running SQL queries and exposes data insights and schema context from Snowflake databases.

AI Examples

Provides a curated collection of practical AI and LLM examples using various frameworks and tools.

Stealthee

Surfaces early go-to-market activity by analyzing changelogs, sitemaps, and product pages to power launch detection, founder/investor intelligence, and agent workflows.

IBHack

Orchestrates intelligent tool discovery and recommendation from Python directories using Google Gemini AI.

Tessie

Leverage the Tessie API to transform Tesla ownership with intelligent analytics, cost optimization, and predictive insights.

Confluence Knowledge Base

Transforms Confluence documentation into an AI-powered knowledge base, enabling natural language queries via Gemini CLI.

Maintenance & MRO Intelligence

Provides AI-powered predictive maintenance, parts inventory optimization, and regulatory compliance tracking for airline operations.

Multimodal Search

Enables low-latency multimodal search across a footwear image database using voice, text, and image queries.

Claude Sidekick

Integrates Ollama's local large language models with Claude Code and other Model Context Protocol (MCP) clients.

Lien

Empower AI coding assistants with local-first, private semantic search and advanced code analysis capabilities across your codebase.

Peripheral

Generates a comprehensive self-model from your AI conversations and serves it as tools for other AI agents.

MidOS

Provides curated, validated developer knowledge as an API for AI agents, delivered through an MCP server.

Water Utility Risk Intelligence

Provides comprehensive risk assessment for water utility systems, covering contamination, infrastructure, drought, affordability, and compliance.

Commune Cookbook

Empower AI agents with real email and phone identities through production-ready tools compatible with major AI frameworks.

Brave Search

Integrates Brave Search into AI agents, providing web search results optimized for large language model consumption.

TRON Event

Enables AI assistants to analyze TRON blockchain event data directly through a Model Context Protocol server.

Procore

Connects AI agents to Procore projects, RFIs, submittals, documents, and budget tools through a Model Context Protocol (MCP) server.