Data Science & ML MCP Servers

Spring AI Example

Demonstrates Spring AI tools implementation with an MCP server and agentic AI proposals.

Weather

Provides weather information via the National Weather Service (NWS) API using the Model Context Protocol.

Databricks

Provides seamless integration with Databricks Unity Catalog for AI assistants.

Gmail

Connects large language models to Gmail, enabling secure email management through the Gmail API.

Finanalyser

Analyzes financial transaction data, offering AI-powered categorization, detailed insights, and spending pattern analysis from uploaded bank statements.

Campus Chatbot

Delivers a self-evolving AI intelligent service hub specifically designed for university campuses, integrating RAGFlow, LLM, and MCP tool calling.

Quality Dimension Generator

Generates comprehensive, AI-powered quality evaluation dimensions and assessment criteria for any task or project, transforming vague requirements into precise, measurable standards.

Management Core

Processes real-time voice commands to facilitate sales transactions and offers API endpoints for managing inventory, notes, and financial forecasts.

Convolut

Enables AI agents to interact with the Convolut Context Bank by providing 11 powerful tools for context management and AI-powered operations.

Gptzero

Integrate GPTZero AI detection directly into large language models that support the Model Context Protocol.

Ctxai

Transforms codebases into intelligent embeddings, enabling semantic code search for large language models and multi-agent systems.

MCTS-Gen

Provides a generic Monte Carlo Tree Search framework augmented by external AI agents for policy and value predictions.

Mnienu

Enables AI assistants like Claude to interact with Databricks workspaces by hosting Model Context Protocol (MCP) prompts and tools on Databricks Apps.

AWS News

Enables LLMs to access real-time AWS news, announcements, and blog posts through the Model Context Protocol.

SEI DEX

Simplifies interactions with decentralized exchanges on the SEI blockchain, enabling complex DeFi operations through agentic commands.

Recipe Messenger Auto

Automates recipe recommendations via Meta Messenger, responding to user inputs.

Memory

Provides persistent conversational memory for AI systems through the Model Context Protocol (MCP), enabling semantic search and secure storage of interactions.

Mathematica

Provides a server interface for interacting with WolframScript, enabling programmatic evaluation of Wolfram Language code and retrieval of Wolfram Engine details.

Firm Remote

Provides a lightweight remote server for Firm workspaces, enabling AI agents to interact with Git-backed data.

Brain

Provides an adaptive error memory and code intelligence server, leveraging a Hebbian synapse network for cross-project learning and auto-error detection.