Data Science & ML MCP Servers

TrueRAG

Provides an MCP server implementation to access policies via a GraphQL API, enabling contextual awareness for language models.

Education Data

Provides access to the Urban Institute's Education Data API, enabling retrieval of detailed and aggregated education data.

Deepseek R1 Reasoner

Enables locally runnable technical agent systems by utilizing Deepseek R1 for reasoning and coupling it with a tool-calling model.

Spring AI

Demonstrates Spring AI's integration with Model Context Protocol (MCP) for building Spring Boot applications with server and client functionalities.

ADP by CData

Enables querying of live ADP data from Large Language Models like Claude Desktop through a Model Context Protocol (MCP) interface.

Power BI XMLA

Enables LLMs to query live Power BI XMLA data using natural language through a CData JDBC driver.

Git

Enables interaction with Git repositories and automation via Large Language Models.

Medical Imaging

Routes medical questions and images to specialized MedGemma AI models hosted on Google Cloud's Vertex AI.

Build Vault

Transforms The Build Podcast into a searchable AI-powered knowledge base, enabling discovery of business ideas and product strategies through natural language queries.

Excel Explorer

Empower Large Language Models to read, explore, and analyze Excel files directly.

Malaysia Open Data

Provides easy access to Malaysia's Open Data APIs, government datasets, and public information.

Freelance

Aggregates freelance gigs, generates AI-powered proposals, negotiates rates, and optimizes freelancer profiles using ChatGroq AI.

Lemonado

Connects AI agents, LLMs, and IDEs to a wide array of marketing platforms, payment processors, and productivity tools, enabling SQL queries across diverse data sources.

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.

Fabric

Provides an all-in-one Docker deployment for the Fabric AI augmentation framework, offering a web UI, REST API, and MCP server.

Minesweeper

Operates a Rails-based Minesweeper Web/API game as a stdio MCP server for AI hosts.

Maker

Achieves zero-error execution for long-horizon LLM tasks by applying mathematically-grounded error correction via SPRT voting and microagent orchestration.

arXiv

Connects Large Language Models (LLMs) directly to the arXiv repository for semantic paper discovery, automated citation generation, and direct PDF downloads.

Hazelcast

Empower AI agents with seamless access to distributed data functions and resilience capabilities within a Hazelcast cluster.

Memento

Provides intelligent memory management for AI assistants, enabling persistent knowledge bases across various development tools with confidence tracking and relationship mapping.