Data Science & ML MCP Servers

AWorld

Provides a collection of API endpoints and examples for web scraping, deep research workflows, and service health monitoring.

Enhanced Postgres

Enables LLMs to read, write, and manage schemas in PostgreSQL databases.

Joe Sandbox

Provides a Model Context Protocol (MCP) server to integrate Joe Sandbox Cloud's advanced analysis capabilities with MCP-compatible applications.

Bybit API Interface

Provides a convenient interface for interacting with the Bybit cryptocurrency exchange API.

VSCode LSP

Enables AI assistants and external tools to leverage Visual Studio Code's Language Server Protocol (LSP) features for advanced code intelligence via the Model Context Protocol (MCP).

Fetch

Retrieves and extracts web content, converting HTML to markdown for easier consumption by LLMs.

Wikipedia

Enables language models to search and retrieve Wikipedia articles programmatically.

Valyu

Enables AI models to retrieve high-quality context from Valyu's API, including comprehensive search capabilities across Wikipedia, arXiv, and the web.

Rig

Demonstrates how to set up a Model Context Protocol (MCP) server and client using Server-Sent Events (SSE) for LLM prompting.

Nano Banana

Generates images using Google's Gemini API, integrating advanced image generation capabilities with various AI models via an MCP server.

AntrikshGPT

Explores space through an AI-powered web application that combines cutting-edge artificial intelligence with real-time cosmic data.

Vibe Workspace

Streamlines development workflows by providing consistent environments, tooling configurations, and coding patterns for modern AI Agentic coding across multiple repositories.

BaseHub

Provides a customizable framework for building and running modular tool servers.

DVMCP

Provides a deliberately vulnerable Model Context Protocol (MCP) server for security research and AI/ML security learning.

Long Term Memory

Provides long-term memory storage for LLMs, enabling them to retain context across multiple sessions by leveraging semantic search and embeddings.

ChatterBox

Enables AI agents to interact with online meetings and generate meeting summaries.

Cort

Improves AI reasoning by enabling it to recursively argue with itself through a Chain-of-Recursive-Thoughts process.

JSON Query

Enables AI agents to query and extract data from large JSON files.

Iceberg Catalog

Enables interaction with Apache Iceberg catalogs from Claude, facilitating data lake discovery and metadata search through natural language prompts.

Grok

Enables interaction with the Grok AI API for chat, completions, embeddings, and model operations.