Data Science & ML MCP Servers

Multi-Server Documentation

Builds self-contained, searchable documentation servers with hybrid vector and keyword search capabilities.

Code Expert System

Simulate code reviews from expert personas using AI and a knowledge graph.

Consumer Complaint Database

Enables querying of the Consumer Financial Protection Bureau's (CFPB) Consumer Complaint Database API from within applications like Claude Desktop.

Etherscan

Provides access to Etherscan blockchain data for LLM applications via the Model Context Protocol.

Fetch

Enables LLMs to retrieve and process content from web pages by converting HTML to markdown.

Stock Analysis

Provides access to real-time and historical Indian stock data using the Yahoo Finance API.

SAP ERP by CData

Enables connecting to SAP ERP data from Claude Desktop using CData JDBC Drivers.

SPARQL Assistant

Facilitates natural language to SPARQL query generation for open-access endpoints.

Finbud Data

Provides convenient access to the Finbud Data REST API from server-side TypeScript or JavaScript.

Peer Review

Enables AI agents to collaborate with more capable LLMs for assistance and feedback.

Semantic Metrics Modeling Assistant

Empowers data teams to define, validate, and visualize semantic metrics with enterprise-grade persistence, trust scoring, and BI integrations.

Excel

Enables AI assistants to create, read, modify, and format Excel (.xlsx) spreadsheets using Python's openpyxl library, without requiring Microsoft Excel.

Zoo

Offers a collection of Zoo-built utilities accessible via the Model Context Protocol.

Repo GraphRAG

Leverage LightRAG and Tree-sitter to build a repository knowledge graph from code and documentation for Q&A and implementation planning.

Solesonic

Exposes an HTTP Model Context Protocol (MCP) server using Spring Boot and Spring AI to provide custom, secured tools.

Weather Sample

Integrates weather API services with multiple AI models, demonstrating a complete Model Context Protocol (MCP) client-server architecture.

Gohighlevel Data Connector

Connects GoHighLevel data to large language models.

Coresignal

Enables AI applications to access real-time B2B data about companies, employees, and job postings.

MariaDB Cloud Hybrid RAG-Ready Search

Unifies cloud-based semantic search with real-time web search augmentation for RAG applications.

Claude

Provides real-time weather data to MCP-compatible clients through a lightweight server.