Data Science & ML MCP Servers

Tibber

Connects AI agents to Tibber energy consumption data and pricing information via the Model Context Protocol.

YouTube

Enables AI language models to interact with YouTube content through a standardized interface.

K8s Assistant

Provides a natural language interface for Kubernetes troubleshooting and analysis powered by AI.

XLSX Reader

Facilitates advanced reading and analysis of Excel documents via a powerful Model Context Protocol server.

Simple Prompt Optimizer

Optimizes prompts for large language models using state-of-the-art frameworks like CO-STAR and Chain-of-Thought critique via OpenRouter.

Gen0Sec WAF Rule Generation

Generates and validates Wirefilter WAF rules, providing contextual information and testing tools to aid LLMs.

MITRE ATT&CK

Provides AI-native access to the MITRE ATT&CK threat intelligence framework with over 80 tools for querying techniques, tactics, groups, software, and mitigations across Enterprise, Mobile, and ICS domains.

Leval Grafana

Enables AI assistants to seamlessly interact with Grafana dashboards, datasources, alerts, incidents, and comprehensive observability tools.

Codex Persistent

Proxies Codex CLI sessions as an MCP server, providing real persistence for AI agent interactions and allowing users to resume conversations.

Perplexity Insight

Interfaces with the Perplexity AI API using the Model Context Protocol to provide advanced question answering capabilities.

Rtc

Manages Alibaba Cloud Realtime Compute for Apache Flink resources through a standardized Model Context Protocol (MCP) interface.

Session Context

Ensures session continuity and context recovery for AI agents by automatically tracking work and generating rich continuation prompts.

Watsonx

Enables Claude Code to delegate advanced AI tasks to IBM watsonx.ai foundation models like Granite, Llama, and Mistral.

Serper

Enables LLMs to access and utilize Google Search results via the Serper API.

Food Nutrition

Provides a comprehensive server infrastructure for food and nutrition intelligence, offering tools for data retrieval, meal planning, and dietary analysis.

Xplainable

Provides secure access to the Xplainable AI platform, enabling the management, deployment, and explanation of machine learning models.

PDF Reader

Extracts and processes content, metadata, and specific pages from PDF documents following the Model Context Protocol (MCP) specification.

Semantic Code

Facilitates finding code by its meaning and context rather than relying solely on text-based keyword matching.

Azure DevOps by CData

Enables connecting to Azure DevOps data from Claude Desktop using CData JDBC Drivers.

Crocodile Conservation Predictor

Predicts crocodile conservation status using machine learning algorithms via a web application and terminal-based LLM interactions.