Data Science & ML MCP Servers

Superset

Enables querying Apache Superset data using large language models through a Model Context Protocol (MCP) server.

Obsidian

Provides AI models with programmatic access to Obsidian vaults for searching, reading, and analyzing notes.

My Agent System Prompt

Provides system prompts for AI agents used in various AI clients.

AI Python Debugger

Enables AI agents to debug Python code through the Debug Adapter Protocol and debugpy.

SynthScope

Enables users to search, visualize, and listen to information using a Google Search agent powered by Gemini models.

DAKB

Enables RAG-powered knowledge sharing for multi-agent AI collaboration across enterprise teams and large-scale research projects.

Usensedata China Company Query

Provides an MCP-compatible server with tools to query comprehensive Chinese company data, enabling seamless integration with large language models.

Mem0

Provides intelligent, persistent memory for AI assistants like Claude Code via a self-hosted Model Context Protocol (MCP) server.

Fast Godot RAG

Queries and interprets Godot engine official documentation using a retrieval-augmented generation approach.

HackerNews

Offers comprehensive access to the HackerNews Algolia API, enabling AI assistants and Model Context Protocol clients to interact with its content.

PubChem

Enables querying of the PubChem database for chemical compound data and generating structure files.

Daizo

Provides AI assistants with direct access to Buddhist text databases for high-performance text search and retrieval.

Langchain Playground

Explores and demonstrates various LLM-related tools and integrations, including LangChain.js, LangGraph, Slack, and the Model Context Protocol.

Australian Postcodes

Offers a high-performance Model Context Protocol (MCP) server for Australian postcode and suburb data, featuring intelligent fuzzy matching and AI-optimized capabilities.

Semantic Scholar Graph

Provides AI assistants with direct access to Semantic Scholar's academic database for research and analysis.

UniFi Connector

Integrates UniFi Site Manager and Dream Machine telemetry for conversational AI interactions.

Research Orchestration Service

Orchestrates research tasks by gathering, analyzing, and synthesizing information from multiple sources using AI to answer complex queries.

Travel Concierge

Provides AI-powered travel planning by integrating Google Travel Services with Amadeus Professional Systems.

BrasilAPI

Query data from Brasil resources such as postal codes, area codes, banks, holidays, and taxes through a unified interface.

AI Agent Guidelines

Provides a suite of professional tools and templates for hierarchical prompting, code hygiene, visualization, memory optimization, and agile planning via a Model Context Protocol server.