Data Science & ML MCP Servers

Mysql

Provides read-only access to MySQL databases for inspection by Large Language Models (LLMs).

SQL

Enables language models and MCP-compatible clients to query PostgreSQL databases, including secure access via SSH bastion tunnels.

Github Analyzer

Enables Large Language Models to analyze GitHub repositories in real-time.

Sqlite Agent

Enables natural language interaction with SQLite databases using a local LLM via Ollama.

SendGrid

Enables Large Language Models like Claude Desktop to query live SendGrid data using CData JDBC Drivers.

Rosbridge

Enables AI assistants to monitor and control Robot Operating System (ROS) environments through a standardized Model Context Protocol (MCP) interface.

Llama 4 Maverick

Integrates local Llama models with Claude Desktop, enabling private, custom, and cost-effective AI operations through the Model Context Protocol.

AI Agent

Provides a Model Context Protocol (MCP) server implementation to facilitate interactions between AI agents.

Bugzilla

Enables AI applications to securely interact with Bugzilla bug tracking systems through a standardized protocol.

Stock Data

Provides historical and real-time financial data for stocks, indices, funds, and futures through a Model Context Protocol server.

Narsil

Provides fast, privacy-focused code intelligence for AI assistants and developers through deep analysis and a wealth of specialized tools.

Ormcpy

Provides a high-performance Model Context Protocol (MCP) server equipping AI agents with deterministic solvers for a wide range of operations research problems.

Claude Gladiator

Empowers Claude Code to continuously learn from its operational experiences by observing patterns and reflecting on actionable insights.

SkillSync

Manages and secures AI skills data by integrating with Node.js environments supporting Model Context Protocol, ensuring safe operation for various AI tools.

Georgian Law

Provides AI-readable access to a comprehensive database of 943 Georgian statutes for legal research and compliance.

Ariel

Connects AI assistants to Bluesky by exposing AT Protocol operations as comprehensive tools.

React Inspect

Provides AI models like Claude and Cursor with instant, structural understanding of React/TypeScript codebases.

Trade-Based Money Laundering Detection

Automates trade-based money laundering detection for compliance teams, AML investigators, and financial intelligence units by integrating with MCP-compatible AI agents.

CryptoOracle

Provides comprehensive crypto market intelligence, offering data on prices, DeFi TVL, trending assets, NFTs, and chain analytics.

Search Router

Dynamically routes AI agent search queries to optimal providers based on language, query type, and provider availability, ensuring robust search capabilities.