Data Science & ML MCP 服务器

Couchbase

Enables AI models to perform semantic searches for Star Wars planets using Couchbase's vector search.

Prometheus

Enables AI assistants to query and analyze Prometheus metrics through standardized Model Context Protocol (MCP) interfaces.

Akave

Enables AI models to interact with Akave's S3-compatible storage for managing buckets and objects.

Outscraper

Extracts structured data from Google services and websites using a Model Context Protocol server.

Liquidity Pools

Track and analyze decentralized exchange liquidity pools for powering intelligent DeFi agents and automated strategies.

RAGmonsters

Provides a custom Model Context Protocol (MCP) server for the RAGmonsters PostgreSQL dataset, offering a domain-specific API for enhanced LLM interaction.

Filesystem Backend

Empowers AI agents to securely and controllably interact with the local file system through a defined protocol.

K8S AI Assistant

Integrates a Kubernetes MCP server with an AI-powered UI plugin, deployable via Docker Compose.

Sqlew

Provides an efficient Model Context Protocol (MCP) server for context sharing and structured data management among Claude Code sub-agents.

Excel Read

Provides a dedicated server for Model Context Protocol (MCP) clients to efficiently read and search content within Excel files.

PyADM1

Models, simulates, and optimizes agricultural biogas plants using the Anaerobic Digestion Model No. 1 (ADM1) within a comprehensive Python framework.

EDA Agent

Analyzes CSV files by answering questions, plotting graphs, and applying modifications using an AI agent.

Internal AI Bridge

Connects internal AI platforms, accessible via webhooks, to OpenWebUI and other Model Context Protocol (MCP) clients.

ParseFlow

Provides a comprehensive document parsing solution, supporting various office formats, OCR, and AI-driven semantic search for integration with AI assistants.

InvestBuddy

Provides AI-powered stock price predictions with a high win rate, seamlessly integrating advanced financial analysis into Claude Desktop.

Subconductor

Manages complex, multi-step AI agent workflows as a persistent state machine, preventing context drift.

Goop Shield

Provides runtime defense for AI agents by intercepting prompts and LLM responses through a pipeline of inline defenses and output scanners.

Spreadsheet

Manages spreadsheet files across multiple formats, offering both cell-level operations and a powerful DuckDB SQL engine for data manipulation.

Pūrmemo

Provides AI assistants with a persistent memory and identity layer to enhance conversational context across multiple platforms.

MCAP

Enables querying of robot MCAP recordings with SQL directly through Large Language Models.