Data Science & ML MCP Servers

Clp File Reader

Enables reading and serving of data from CLP (Compressed Log Protocol) files for use with Model Context Protocol (MCP).

Tavily

Enables AI systems to access and interact with real-time web information through search, extraction, mapping, and crawling tools.

Weather

Provides current weather information for a given location via a standardized Model Context Protocol (MCP) interface.

StockScreener

Analyzes stock data locally using a language model and web scraping.

Clay

Provides persistent memory, cognitive tools, and adaptive reasoning for AI systems to overcome forgetfulness and enhance traceability.

Optimizer

Provides a mathematical optimization server leveraging PuLP and OR-Tools.

Reputation Checker

Validates URLs and checks their reputation to help identify AI hallucinations and verify web page authenticity.

Secpioneer

Leverages AI to function as an agent for security capabilities.

ChaosPilot

Automatically analyzes error, warning, and critical logs using AI agents to detect patterns, classify incidents, and recommend fixes.

Agentic Web Protocol

Facilitates the discovery of websites and APIs for seamless interactions between AI agents.

Curated Axiom

Provides AI agents with simplified, structured access to curated Axiom log queries.

LunarCrush

Proxies the remote LunarCrush AI and market intelligence capabilities via a local stdio transport.

Servers

Provides a unified interface for an AI agent to access financial market data and news articles through external server integrations.

Chunker

Chunks source code files and stores them in a ChromaDB vector database, including line range metadata.

Sage 50 UK

Provides read-only access to Sage 50 UK data, enabling connections from AI clients like Claude Desktop via CData JDBC Drivers.

AI Tool Platform

Facilitates the creation and deployment of AI-powered tools and agent-based chat systems through a modular, open-source framework.

Collabdays Netherlands

Deploys a Model Context Protocol (MCP) server for integration with AI models like Microsoft Copilot Studio.

Sentiment Analysis

Analyzes sentiment in textual data within MCP Server environments.

Beijing Car Quota Lottery

Enables AI agents to query Beijing car quota lottery results by scraping data from the Beijing Transportation Commission website.

Model Context

Provides a standardized way to connect AI models to different data sources and tools by implementing the Model Context Protocol.