Data Science & ML MCP Servers

Client Server Sample

Demonstrates the creation and usage of MCP clients and servers using Python.

Google Analytics

Accesses Google Analytics 4 (GA4) data via an MCP server implementation.

Resume

Analyzes and sorts resumes using AI to efficiently match candidates with job descriptions.

Pybricks Assistant

Provides an intelligent search and retrieval system for Pybricks documentation and code examples.

Recipe

Generates and transforms recipes using AI, catering to dietary preferences and nutritional goals.

Mulmocast Vision

Automatically generates professional presentation slides with business-oriented templates using large language models.

Model ID Cheatsheet

Provides AI agents with accurate, up-to-date API model IDs, pricing, context windows, and capabilities across numerous AI providers.

Dataiku

Standardizes interactions with the Dataiku DSS REST API for robust data science operations and flow analysis.

LobsterDB

Manages PostgreSQL databases tailored for AI agents, providing tools for provisioning, querying, and schema evolution without complex setup.

Nexus

Unifies hybrid search, code graph, and semantic memory into a fully local, low-resource code intelligence server designed for AI agents.

FamilySearch

Provides an MCP server to access the FamilySearch API for searching places, standardizing dates, and finding person records.

NanoBanana

Provides an MCP server for AI image generation, leveraging Google Gemini and integrating with Claude Code and claude.ai.

A2A Protocol

Enables AI agents to discover, delegate tasks, and communicate using Google's Agent2Agent Protocol via an MCP interface.

Supply Chain Digital Twin

Simulate supply chain dynamics using 8 quantitative algorithms and live data from 17 public sources to generate structured risk intelligence for AI agents and analysts.

Nuclear Regulatory Intelligence

Provides comprehensive nuclear regulatory intelligence for plant operators, insurers, decommissioning firms, and environmental analysts via a direct AI agent call.

E-Ink Display

Enables AI agents to display information, dashboards, and custom graphics on Waveshare e-ink screens via the MCP protocol.

AI-NextGen-Synth

Orchestrates complex AI workflows, synchronizing datasets, managing models, and integrating third-party APIs for seamless intelligent application development.

Infoway

Provides AI assistants with real-time financial data, market insights, and company fundamentals via the Infoway API.

Databot

Automates real-time data analysis and cryptocurrency microtransactions for machine-to-machine operations leveraging AI.

Kontrol Freek

Intercepts risky AI agent decisions, verifies them against a project history, detects contradictions, and gates human approval.